Review Queue

88 discrepancies to resolve

Study Field Provider Values Action
NCT00004208 setting_patient glm: mixed claude: outpatient openai: outpatient
Reasons
openai_shaky: ✗ No consensus Initial: outpatient Requery: mixed — The trial involves an outpatient arm for supportive care and an inpatient component for the administration of ATG over 8-12 hours for 5 consecutive days, indicating both inpatient and outpatient settings. Thinking: mixed — The ATG+CSA arm involves multi‐day inpatient infusions, while the control arm is explicitly managed as outpatients, so the trial delivers interventions in both settings.
glm_shaky: ✗ No consensus Initial: mixed Requery: inpatient — The ATG treatment requires administration over 8-12 hours for 5 consecutive days, which strongly implies that patients are admitted to the hospital during the intervention.
claude_shaky: ✗ No consensus Initial: outpatient Requery: mixed — The study explicitly includes both inpatient treatment (ATG infusions given over 8-12 hours for 5 consecutive days, which typically requires hospitalization) and outpatient treatment (the supportive care arm is explicitly described as treating patients as outpatients). Thinking: outpatient — While ATG infusion requires 8-12 hours daily for 5 days, the trial does not explicitly state patients are admitted, and Arm B explicitly mentions outpatient treatment.
NCT00126386 outcome_symptom glm: no claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: no — The primary outcomes focus on feasibility and resource utilization, with no formal symptom measures listed among the study outcomes.
claude_shaky: ✗ No consensus Initial: yes Requery: no — The primary outcomes focus on feasibility and resource requirements for community treatment, with no mention of measuring pain or other symptoms as outcomes despite pain being mentioned in eligibility criteria. Thinking: yes — The study uses NRS (numerical rating scale) to assess pain (≥6/10) as an inclusion criterion and focuses on treating malignant bone pain.
openai_shaky: ✗ No consensus Initial: no Requery: yes — The trial involves assessing 'Moderate to severe intolerable pain' using a numerical rating scale (NRS), which is a specific symptom measure for pain. Thinking: no — Listed outcomes assess feasibility and resource use, with no stated measurement of symptoms such as pain, nausea, or other validated symptom scales.
NCT00126386 setting_place glm: home care claude: home care openai: hospice
Reasons
glm_shaky: ✗ No consensus Initial: home care
claude_shaky: ✗ No consensus Initial: home care Requery: other — The intervention is delivered in multiple community settings including homes, hospices, and long-term care facilities through a home parenteral therapy program, making it a mixed-location study that doesn't fit into a single specific category. Thinking: other — The intervention delivers treatment across multiple community settings including homes, hospices, and long-term care facilities, making it a mixed-location study.
openai_shaky: ✗ No consensus Initial: hospice Requery: home care — The intervention is delivered primarily in patients' homes, as indicated by the use of the home parenteral therapy program and a focus on community-based treatment. Thinking: home care — Zoledronic acid infusions are delivered via the home parenteral therapy program in community settings (patients’ own homes), with hospices/nursing homes mentioned only as secondary options.
NCT00830921 feasibility glm: N/A openai: feasibility RCT
Reasons
openai_shaky: ✗ No consensus Initial: feasibility RCT Requery: N/A — The study is observational, not a randomized controlled trial. Thinking: N/A — The study is registered as observational rather than an interventional randomised controlled trial.
glm_shaky: ✗ No consensus Initial: N/A
NCT00916578 feasibility claude: fully powered RCT openai: feasibility RCT
Reasons
claude_shaky: ✗ No consensus Initial: fully powered RCT Requery: fully powered RCT — This is a Phase II single-arm study with n=33 enrollment designed to evaluate response rate as the primary clinical outcome, not feasibility parameters. Thinking: fully powered RCT — Phase II study with clinical primary outcome (response rate) designed to enroll up to 60 patients for effectiveness assessment.
openai_shaky: ✗ No consensus Initial: feasibility RCT Requery: N/A — The study is a Phase II interventional trial, not an RCT, focused on assessing treatment response rather than recruitment or feasibility. Thinking: N/A — Single-arm Phase II trial without randomization, so it is not an RCT.
NCT01200121 outcome_symptom glm: yes claude: no openai: yes
Reasons
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The trial focuses on symptom control for malignant ascites, which is a direct symptom assessment related to the condition, thus classifying it under outcome_symptom as 'yes'. Thinking: no — The endpoints track paracentesis-free survival and quality-of-life questionnaires but do not use any validated symptom scales such as pain, nausea, ESAS, etc.
glm_shaky: ✗ No consensus Initial: yes
claude_shaky: ✗ No consensus Initial: no Requery: no — The primary outcome measures paracentesis-free survival and secondary outcomes focus on ascites volume, quality of life, performance status, and safety measures, but no validated symptom assessment instruments are mentioned. Thinking: yes — The primary outcome (paracentesis-free survival) directly measures symptom control of malignant ascites, as paracentesis is performed for symptom relief.
NCT01220960 outcome_qol glm: yes claude: no openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: yes Requery: no — The study measures outcomes using ESAS, HADS, and FACIT-Sp-12, which are symptom, distress, and spiritual well-being scales rather than validated general Quality of Life instruments like FACT-G or EORTC QLQ-C30.
claude_shaky: ✗ No consensus Initial: no Requery: yes — The study uses FACIT-Sp-12 (Functional Assessment of Chronic Illness Therapy-Spiritual Well-Being Scale), which is a validated quality of life instrument from the FACIT family of measures. Thinking: no — The study uses HADS (anxiety/depression), ESAS (symptoms), GSES (self-efficacy), and FACIT-Sp-12 (spiritual well-being) but none of the validated QoL instruments listed in the guidance.
openai_shaky: ✗ No consensus Initial: yes Requery: no — The trial does not mention the use of validated Quality of Life instruments like EORTC QLQ-C30, SF-36, or FACT-G. Thinking: yes — The study measures quality of life using the FACIT-Sp-12, a validated subscale of the FACIT/FACT QoL instruments.
NCT01440088 pharmacologic_sub glm: not yet FDA/EMA approved openai: chemotherapy
Reasons
glm_shaky: ✗ No consensus Initial: not yet FDA/EMA approved Requery: not yet FDA/EMA approved — TH-302 (evofosfamide) is an experimental hypoxia-activated prodrug that has not been approved by the FDA or EMA.
openai_shaky: ✗ No consensus Initial: chemotherapy Requery: not yet FDA/EMA approved — TH-302 is an investigational hypoxia-activated prodrug not yet approved by FDA/EMA. Thinking: chemotherapy — Both TH-302 (evofosfamide) and doxorubicin are cytotoxic anticancer agents administered systemically as chemotherapy.
NCT01722344 intervention_digital claude: no openai: yes
Reasons
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The core intervention includes 24 sessions of computer-based cognitive training, which is a digital component central to the IPS plus intervention. Thinking: yes — The IPS-plus arm relies on computer-based cognitive remediation sessions, making digital technology a core component of that intervention.
claude_shaky: ✗ No consensus Initial: no Requery: no — While one arm includes computer-based cognitive training, the core intervention is Individual Placement and Support (IPS) which is an in-person vocational rehabilitation service delivered by employment specialists, making the digital component supplementary rather than the primary delivery mechanism. Thinking: no — While one arm includes computer-based cognitive training, the core intervention is employment support delivered by human specialists, not technology.
NCT01722344 intervention_education claude: yes openai: no
Reasons
openai_shaky: ✗ No consensus Initial: no Requery: no — The primary component of the trial is vocational intervention (IPS), with cognitive remediation and social skills training as enhancements, rather than primarily an educational or training program. Thinking: yes — Interventions centre on delivering structured cognitive remediation and work-related social skills training sessions, i.e., patient training as a primary component.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The study includes cognitive remediation and work-related social skills training as a primary intervention component, involving 24 sessions of computer-based cognitive training and 24 group sessions of cognitive coping strategies and skills training. Thinking: no — This is primarily a vocational rehabilitation intervention focused on employment support (IPS), with cognitive training and social skills training as supplementary components to enhance employment outcomes, not as the primary intervention.
NCT02138474 pharmacologic_sub glm: phytotherapies claude: other openai: phytotherapies
Reasons
openai_shaky: ✗ No consensus Initial: phytotherapies Requery: phytotherapies — Lacticum acidum homaccord is a homeopathic remedy, which falls under plant-based/herbal medicines. Thinking: not yet FDA/EMA approved — Homeopathic Lacticum acidum Homaccord is not an FDA- or EMA-approved drug for any indication and is being investigated experimentally for headaches.
claude_shaky: ✗ No consensus Initial: other Requery: phytotherapies — Lacticum acidum Homaccord is a homeopathic remedy derived from plant/natural sources, which falls under the category of plant-based/herbal medicines. Thinking: other — This is a homeopathic remedy (Lacticum acidum homaccord) which is a pharmacologic intervention but does not fit into any of the specific categories listed.
glm_shaky: ✗ No consensus Initial: phytotherapies Requery: other — The intervention is a homeopathic remedy (Lacticum acidum homaccord), which is a pharmacologic preparation but does not fit into the specific subcategories like controlled substances, chemotherapy, or phytotherapies.
NCT02178618 cancer_status openai: Cancer
NCT02178618 feasibility openai: fully powered RCT
NCT02178618 intervention_acp openai: no
NCT02178618 intervention_chemo_immuno_radio openai: no
NCT02178618 intervention_complementary openai: no
NCT02178618 intervention_complex openai: no
NCT02178618 intervention_device openai: yes
NCT02178618 intervention_digital openai: no
NCT02178618 intervention_education openai: no
NCT02178618 intervention_music openai: no
NCT02178618 intervention_other openai: no
NCT02178618 intervention_palliative openai: no
NCT02178618 intervention_pharmacologic openai: no
NCT02178618 intervention_psychological openai: no
NCT02178618 intervention_screening openai: no
NCT02178618 non_cancer_spec openai: N/A
NCT02178618 outcome_cost openai: no
NCT02178618 outcome_dignity openai: no
NCT02178618 outcome_other openai: yes
NCT02178618 outcome_qol openai: no
NCT02178618 outcome_symptom openai: no
NCT02178618 pharmacologic_sub openai: N/A
NCT02178618 rct_type openai: N/A
NCT02178618 setting_patient openai: outpatient
NCT02178618 setting_place openai: other
NCT02281032 feasibility glm: feasibility RCT claude: fully powered RCT openai: feasibility RCT
Reasons
glm_shaky: ✗ No consensus Initial: feasibility RCT Requery: N/A — The study employs a quasi-experimental design with quasi-random (non-randomized) allocation rather than a true randomized controlled trial (RCT).
claude_shaky: ✗ No consensus Initial: fully powered RCT Requery: fully powered RCT — This is a quasi-experimental pretest-posttest design with n=172 participants designed to evaluate the effect of an intervention on quality of palliative care as the primary outcome, representing a fully powered effectiveness study rather than a feasibility trial. Thinking: fully powered RCT — The study has 172 participants and primary outcome focused on clinical effectiveness (quality of palliative care) rather than feasibility metrics.
openai_shaky: ✗ No consensus Initial: feasibility RCT Requery: N/A — The study is quasi-experimental, not a randomized controlled trial, and it focuses on evaluating the interRAI PC in nursing homes. Thinking: N/A — The study uses a non-randomized quasi-experimental design, so it is not an RCT.
NCT02449278 intervention_complex glm: no claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The intervention combines chemotherapy (pharmacologic) with consolidation radiotherapy (physical/radiation therapy), representing two distinct treatment modalities working together in sequence for advanced-stage DLBCL. Thinking: no — Standard oncology combined modality therapy (chemotherapy followed by consolidation radiation) comparing radiation field sizes, not a complex multicomponent intervention.
glm_shaky: ✗ No consensus Initial: no Requery: no — The intervention consists of standard combination chemotherapy (a single pharmacologic modality) followed sequentially by a single radiation modality to compare field sizes, which represents co-administered treatments rather than interacting, multi-component complex intervention.
openai_shaky: ✗ No consensus Initial: no Requery: no — The intervention consists of a standard chemotherapy regimen followed by radiotherapy, which is a common sequential treatment approach in oncology and does not combine multiple distinct types of interventions. Thinking: yes — Patients receive both systemic chemotherapy (drugs) and subsequent consolidation radiotherapy, integrating two distinct treatment categories into one regimen.
NCT02473744 setting_patient glm: inpatient claude: inpatient openai: outpatient
Reasons
glm_shaky: ✗ No consensus Initial: inpatient Requery: mixed — The study explicitly mentions both ambulatory patients managed with absorbent pads and bedridden patients managed with collecting bags, indicating a mix of outpatient and inpatient care settings.
claude_shaky: ✗ No consensus Initial: inpatient Requery: inpatient — The study involves palliative care patients with Karnofsky Scale < 50% (indicating severe disability and need for considerable assistance), includes bedridden patients, and mentions collecting data 'on exit' suggesting patients are admitted during the intervention period. Thinking: outpatient — The trial does not explicitly state patients are hospitalized or admitted during the intervention, and per guidance, default to outpatient when not explicitly stated.
openai_shaky: ✗ No consensus Initial: outpatient Requery: inpatient — The study involves palliative care patients, often indicating an inpatient setting, especially since the intervention targets bedridden individuals who are likely hospitalized. Thinking: inpatient — Daily bedside measurements up to discharge (“exit”) over a 7-day period in very low-Karnofsky palliative patients indicate the intervention is delivered while patients are admitted to a palliative care unit.
NCT02655913 intervention_complementary glm: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: yes Requery: yes — Vitamin C (ascorbate) infusion is utilized in this trial as an alternative and complementary anticancer therapy.
openai_shaky: ✗ No consensus Initial: no Requery: no — The trial involves vitamin C infusion and modulated electro-hyperthermia, which are not classified as CAM modalities such as acupuncture, aromatherapy, massage, reflexology, yoga, meditation, Reiki, or herbal remedies. Thinking: yes — High-dose intravenous vitamin C is an alternative/dietary supplement therapy, qualifying as a complementary modality.
NCT02955563 intervention_acp glm: no claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: no — The trial focuses on a web-based decision support tool to improve communication and shared decision making for surrogates, without specifying structured Advance Care Planning components such as advance directives, POLST, or specific ACP methodologies as a core part of the intervention.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The web-based tool specifically helps surrogates learn how to make values-based decisions for their incapacitated loved ones and prepares them for family meetings about goals of care, which are core components of advance care planning focused on honoring patient preferences and values. Thinking: no — The intervention is a decision support tool for surrogates during ICU care, not formal advance care planning with structured goals-of-care conversations or advance directives.
openai_shaky: ✗ No consensus Initial: no Requery: no — The trial focuses on improving communication and decision-making for surrogates using a web-based tool without specific emphasis on advance care planning as a core component. Thinking: yes — Web-based tool explicitly prepares surrogates for ICU goals-of-care discussions and making values-based treatment decisions, i.e., structured advance care planning.
NCT03217240 intervention_other glm: yes claude: yes openai: no
Reasons
openai_shaky: ✗ No consensus Initial: no Requery: yes — The intervention includes a cardiopulmonary exercise test, which is a physical activity assessment and does not fit into any of the specified categories. Thinking: no — The study’s interventions (MRI imaging and exercise testing) involve medical devices, placing them in the predefined “device” category rather than the residual “other” category.
glm_shaky: ✗ No consensus Initial: yes Requery: no — The clinical trial utilizes a device (Cardiac Magnetic Resonance) and diagnostic/screening procedures (Cardiopulmonary Exercise Test, Blood Sampling) which disqualify it from the residual 'other' category.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The study involves exercise testing (cardiopulmonary exercise test) as one of its interventions, which is a physical/exercise-based intervention that doesn't fit into any of the specified categories. Thinking: yes — This is an observational study developing computational models and diagnostic assessment methods, not testing any therapeutic intervention from the standard categories.
NCT03443921 setting_patient glm: inpatient claude: inpatient openai: outpatient
Reasons
glm_shaky: ✗ No consensus Initial: inpatient Requery: mixed — The study compares up-front surgery (requiring inpatient admission) with neoadjuvant chemotherapy (typically delivered in an outpatient setting), and patients in the chemotherapy group may also transition to surgery, encompassing both care settings.
claude_shaky: ✗ No consensus Initial: inpatient Requery: inpatient — The study involves major pancreatic surgery (pancreatectomy with artery divestment technique) which requires hospitalization and overnight stay for both the surgical procedure and post-operative recovery period. Thinking: outpatient — Patients receive chemotherapy on specific days (1, 8, 15) every 28 days and undergo surgery with standard post-operative recovery, then return home between visits.
openai_shaky: ✗ No consensus Initial: outpatient Requery: inpatient — The intervention involves surgical procedures, which typically require hospitalization and inpatient care. Thinking: mixed — Intervention includes inpatient pancreatic surgery requiring hospitalization and outpatient chemotherapy sessions
NCT03657121 intervention_screening glm: no claude: no openai: yes
Reasons
claude_shaky: ✗ No consensus Initial: no Requery: no — This is an observational study comparing the accuracy of existing prognostic tools rather than testing screening as an intervention - the tools are being evaluated as predictive instruments, not implemented as screening interventions. Thinking: no — This study compares the accuracy of prognostic tools for predicting mortality, not testing screening as an intervention to improve outcomes.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The trial is testing and comparing prognostic tools for predicting mortality, which aligns with screening to identify patients at risk for palliative care needs. Thinking: yes — The study’s main purpose is to compare multiple prognostic/screening tools (e.g., SPICT, PEARL, BODEX) for identifying COPD patients needing advance care planning, so the screening tools themselves are the intervention being evaluated.
glm_shaky: ✗ No consensus Initial: no Requery: no — This is an observational study comparing the accuracy and ease of use of various existing prognostic tools, rather than experimentally testing a screening intervention.
NCT03701659 setting_patient glm: mixed claude: inpatient openai: outpatient
Reasons
glm_shaky: ✗ No consensus Initial: mixed Requery: mixed — The trial involves a surgical intervention (TUPKRP) requiring inpatient admission, combined with ongoing outpatient endocrine therapy (MAB), creating both inpatient and outpatient phases of the intervention.
claude_shaky: ✗ No consensus Initial: inpatient Requery: mixed — The study includes both TUPKRP (transurethral plasma kinetic resection of prostate) which is a surgical procedure requiring hospitalization, and ongoing outpatient endocrine therapy with follow-up visits for assessments. Thinking: outpatient — The trial involves TUPKRP surgery and endocrine therapy with follow-up visits at 3, 6, and 12 months, without mention of hospital admission or overnight stays.
openai_shaky: ✗ No consensus Initial: outpatient Requery: outpatient — The intervention involves a transurethral procedure and endocrine therapy, which are typically performed on an outpatient basis. Thinking: mixed — One arm receives inpatient transurethral prostate surgery while the control arm gets outpatient endocrine therapy only, so the study delivers interventions in both inpatient and outpatient settings.
NCT04115007 intervention_complex glm: no claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The experimental arm combines multiple distinct treatment modalities: stereotactic body radiotherapy (SBRT) to oligometastases plus standard of care which includes radiotherapy to prostate/lymph nodes, androgen deprivation therapy, and potentially additional hormonal therapy or chemotherapy - representing a multicomponent intervention with radiation, pharmacologic, and potentially chemotherapy components working together. Thinking: no — The trial tests adding a single intervention type (SBRT radiation) to standard care, not multiple interacting components from different categories.
openai_shaky: ✗ No consensus Initial: no Requery: no — The trial involves combining stereotactic radiotherapy with standard prostate cancer care treatments, which are within the same radiotherapeutic category, thus not meeting the multi-category complexity requirement. Thinking: yes — Experimental arm delivers SBRT (radiation) in conjunction with the usual pharmacologic/hormonal ± chemotherapy standard-of-care, thus integrating two distinct treatment categories.
glm_shaky: ✗ No consensus Initial: no Requery: no — The intervention evaluates a single treatment modality (stereotactic radiotherapy) added to standard of care.
NCT04257760 feasibility glm: feasibility RCT claude: fully powered RCT openai: fully powered RCT
Reasons
glm_shaky: ✗ No consensus Initial: feasibility RCT Requery: feasibility RCT — The trial explicitly states it is 'the first to investigate the feasibility' of the intervention, tracks process outcomes like recruitment and consultation rates, and describes itself as a foundation for larger controlled studies despite having clinical outcomes and an enrollment of 66.
claude_shaky: ✗ No consensus Initial: fully powered RCT Requery: fully powered RCT — This is designed as an interventional clinical effectiveness study with 66 participants comparing early palliative care to standard care, with primary outcomes focused on quality of life differences between arms rather than feasibility metrics. Thinking: fully powered RCT — Study has n=66 enrollment with primary outcomes focused on clinical effectiveness measures (quality of life, anxiety, depression) rather than feasibility metrics.
openai_shaky: ✗ No consensus Initial: fully powered RCT Requery: N/A — The study describes an interventional trial but lacks randomization and focuses on understanding palliative care needs rather than measuring recruitment, retention, or clinical effectiveness, suggesting it's not an RCT. Thinking: N/A — The study is interventional but non-randomized, therefore it is not an RCT.
NCT04257760 setting_place glm: home care claude: other openai: other
Reasons
glm_shaky: ✗ No consensus Initial: home care Requery: other — The palliative care consultations take place at an outpatient ALS clinic or the patient's home, and since the setting is mixed between the clinic and home care, the primary delivery location defaults to 'other' for multi-site/mixed outpatient settings.
claude_shaky: ✗ No consensus Initial: other Requery: home care — The intervention explicitly states palliative care consultations will occur at the patient's location of choice, often the patient's home, making this a home care delivery setting. Thinking: other — The palliative care consultations are delivered either at the outpatient ALS clinic or at the patient's home based on patient preference, making this a mixed/flexible delivery setting.
openai_shaky: ✗ No consensus Initial: other Requery: home care — The intervention is delivered through palliative care consultations often occurring at the patient's home. Thinking: home care — Palliative care consultations are delivered at the patient’s chosen location, most commonly the patient’s own home rather than an inpatient unit.
NCT04273919 intervention_psychological glm: no claude: yes openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: no — The interventions consist of virtual reality programs using either graded motor imagery or mindfulness meditation, which are behavioral and physical techniques rather than structured psychotherapy (e.g., CBT, ACT).
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The study includes mindfulness meditation as one intervention arm, which is a structured psychological therapeutic approach. Thinking: no — While the study includes mindfulness meditation via VR, it is not described as a named structured psychological therapy like MBSR, CBT, or psychotherapy.
openai_shaky: ✗ No consensus Initial: yes Requery: no — The trial focuses on virtual reality interventions, including mindfulness mediation and graded motor imagery, which do not qualify as structured psychological therapies. Thinking: yes — Interventions include structured mindfulness meditation and graded exposure/motor imagery, which are named psychological therapies delivered via VR.
NCT04445675 outcome_cost glm: no claude: yes openai: yes
Reasons
openai_shaky: ✗ No consensus Initial: yes Requery: no — The trial focuses on breastfeeding support and its effect on hospitalization due to jaundice, without mentioning cost-related outcomes or healthcare utilization measures. Thinking: yes — The trial tracks rehospitalization due to jaundice, a healthcare utilization outcome.
glm_shaky: ✗ No consensus Initial: no Requery: no — The trial focuses on clinical and healthcare utilization outcomes, specifically measuring hospitalization rates due to jaundice and bilirubin levels, without evaluating cost-effectiveness, healthcare costs, or utilizing hospital readmissions or length of stay as a cost proxy.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The study measures hospitalization due to jaundice as a primary endpoint, which is a clear healthcare utilization and cost-related outcome as hospital readmissions represent significant healthcare costs. Thinking: no — While the trial measures hospitalization due to jaundice, it's framed as a clinical outcome (preventing hospitalization) rather than as a healthcare utilization cost or economic endpoint.
NCT04517994 outcome_symptom glm: no claude: no openai: yes
Reasons
claude_shaky: ✗ No consensus Initial: no Requery: no — Primary outcomes measure intimate partner violence behaviors (CTS2, MMEA) and relationship satisfaction (Dyadic Adjustment Scale), while secondary outcomes measure suicidal ideation, none of which are validated symptom measures for physical symptoms like pain, nausea, dyspnea, fatigue, or standardized symptom burden scales. Thinking: no — The trial measures intimate partner violence behaviors and relationship satisfaction, not specific symptoms like pain, depression, anxiety, or fatigue using validated symptom instruments.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The trial measures suicidal ideation as a secondary outcome, which is classified as a symptom measure. Thinking: yes — Secondary outcomes include change in suicidal ideation, which is a direct assessment of a psychiatric symptom.
glm_shaky: ✗ No consensus Initial: no
NCT04553458 pharmacologic_sub claude: N/A openai: chemotherapy
Reasons
claude_shaky: ✗ No consensus Initial: N/A Requery: chemotherapy — The trial includes multiple pharmacologic interventions with cytotoxic agents including trance-arterial chemoembolization, systemic chemotherapy, and ethanol injection which are cytotoxic treatments for hepatocellular carcinoma. Thinking: other — This observational study includes multiple pharmacologic interventions across different categories (chemotherapy, sorafenib, ethanol injection, phytotherapy) without focusing on a single drug class.
openai_shaky: ✗ No consensus Initial: chemotherapy Requery: chemotherapy — The intervention involves trans-arterial chemotherapy and systemic chemotherapy, which are cytotoxic agents used for treating cancer. Thinking: chemotherapy — Interventions include trans-arterial chemoembolization and systemic chemotherapy, which are cytotoxic cancer treatments.
NCT04628234 outcome_cost glm: no claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: no — The study measures compliance with patient site choices and counts hospital readmissions and their duration, but does not evaluate these metrics within a cost, cost-effectiveness, or healthcare utilization framework.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The study measures hospital readmissions and duration of hospitalizations, which are established proxies for healthcare costs and resource utilization. Thinking: no — Hospitalizations and length of stay are tracked to assess compliance with patient care site preferences, not as cost proxies or healthcare utilization measures.
openai_shaky: ✗ No consensus Initial: no Requery: no — The primary and secondary outcomes focus on preferences and compliance regarding care site, without any explicit cost or healthcare utilization analysis. Thinking: yes — Secondary outcomes track number and duration of new hospitalisations, indicating healthcare utilisation and length-of-stay cost proxies.
NCT05053360 outcome_other glm: yes claude: no openai: no
Reasons
claude_shaky: ✗ No consensus Initial: no Requery: no — All outcomes measure pain and anxiety levels, which are symptom-focused and covered by the symptom/QoL/dignity/cost categories. Thinking: no — Both primary outcomes (pain and anxiety) are symptom measures, with no other outcome categories formally listed.
glm_shaky: ✗ No consensus Initial: yes
openai_shaky: ✗ No consensus Initial: no Requery: yes — The study aims to assess the feasibility of introducing Healing Touch as a therapy, which is an outcome not directly related to symptom/QoL/dignity/cost categories. Thinking: yes — Besides pain and anxiety symptoms, the study plans to assess the feasibility of introducing Healing Touch, which is a feasibility metric outside symptom/QoL/dignity/cost categories.
NCT05098158 intervention_complex claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: no — This intervention offers participants a choice between different complementary therapies (massage, yoga, chiropractic, physical therapy) delivered via telehealth, but participants select only two modalities from the same category of non-pharmacological pain treatments rather than combining distinct intervention types that interact with each other. Thinking: no — The intervention offers choices among similar non-pharmacological pain therapies (massage, yoga, chiropractic, physical therapy) - all from the same category of complementary physical therapies without integrated components.
openai_shaky: ✗ No consensus Initial: no Requery: yes — The intervention involves combining different non-pharmacological therapies (e.g., massage, yoga, chiropractic, and physical therapy) along with telehealth consultations, making it a multi-component, multitype complex intervention. Thinking: yes — Each participant receives an integrated package of two different non-pharmacologic modalities (e.g., massage + yoga or chiropractic), constituting multiple interacting components from distinct therapy categories.
NCT05098158 setting_place claude: home care openai: other
Reasons
claude_shaky: ✗ No consensus Initial: home care Requery: home care — The intervention is delivered entirely via telehealth consultations using participants' computers or smartphones with internet connection from their homes. Thinking: home care — All interventions are delivered entirely via telehealth consultations using computer or smartphone, meaning patients receive treatment from their own location rather than at any healthcare facility.
openai_shaky: ✗ No consensus Initial: other Requery: other — The intervention is delivered via telehealth to participants recruited from community primary care practices, without specific mention of a hospital, hospice, nursing home, or home care setting. Thinking: other — Pain management consultations are delivered entirely via telehealth videoconference, a telehealth-only setting classified as 'other' by the guidelines.
NCT05148247 intervention_other glm: yes claude: no openai: no
Reasons
claude_shaky: ✗ No consensus Initial: no Requery: yes — This is a cognitive training intervention delivered by occupational therapists using systematic instructions and prompts to improve task performance, which doesn't fit the specified intervention categories. Thinking: yes — This is an occupational therapy intervention for task performance rehabilitation that doesn't fit into any of the specified categories including psychological or educational interventions.
glm_shaky: ✗ No consensus Initial: yes Requery: no — The PRPP (Perceive, Recall, Plan and Perform) intervention is a behavioral and cognitive strategy training approach delivered by Occupational Therapists, fitting the 'psychological' or 'complex' categories.
openai_shaky: ✗ No consensus Initial: no Requery: yes — The intervention focuses on behavioral cognitive strategies applied by occupational therapists, which do not fit into the specified categories of pharmacologic, device, or any other listed interventions. Thinking: no — The study tests an occupational-therapy cognitive strategy training program, which is an educational/behavioral intervention already covered by the listed categories.
NCT05233904 intervention_chemo_immuno_radio glm: no claude: yes openai: yes
Reasons
openai_shaky: ✗ No consensus Initial: yes Requery: yes — Radiation therapy is an active component being tested in this trial. Thinking: yes — Palliative radiation therapy is the active intervention being evaluated.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — This study is testing palliative radiation therapy delivery methods, with radiation therapy being the active treatment intervention being compared between different planning approaches. Thinking: no — The trial tests different CT planning methods for radiation therapy, not radiation therapy itself - both arms receive the same palliative radiation treatment.
glm_shaky: ✗ No consensus Initial: no Requery: no — The trial evaluates diagnostic-CT-enabled planning as a workflow intervention for radiation therapy, rather than testing the radiation therapy itself as the experimental intervention.
NCT05415969 intervention_other glm: no claude: no openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: yes — The trial is an observational study focused on identifying the prevalence and severity of a condition and measuring biomarkers, which fits the residual category as it does not involve pharmacologic, device, or other specified active interventions.
claude_shaky: ✗ No consensus Initial: no Requery: no — This is an observational study focused on identifying prevalence and severity of CKD-associated pruritus through questionnaires and biomarker measurements, which does not constitute an active intervention but rather assessment/screening activities. Thinking: yes — This is an observational assessment study measuring prevalence and biomarkers, not fitting any specified intervention categories.
openai_shaky: ✗ No consensus Initial: yes Requery: no — The study is observational and focuses on assessing the prevalence and severity of CKD-aP, which does not involve any intervention fitting exercise, nutritional, or environmental categories. Thinking: no — The study’s only intervention is assessing/screening patients to identify prevalence and severity of pruritus, which fits the screening category.
NCT05415969 outcome_other glm: yes claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: yes Requery: yes — The secondary outcomes measure biomarkers (sweat electrolytes and urea) to investigate pathogenesis, which are not covered by symptom, QoL, dignity, or cost categories.
claude_shaky: ✗ No consensus Initial: yes Requery: no — All outcomes measure symptom severity (pruritus) and associated biomarkers, which fall under the symptom category. Thinking: no — All outcomes measure symptom prevalence/severity (pruritus) or related biomarkers, with no caregiver, communication, survival, or other specified outcomes.
openai_shaky: ✗ No consensus Initial: no Requery: no — All outcomes focus on symptoms, specifically the prevalence and severity of pruritus, and do not extend to non-symptom categories. Thinking: yes — The trial measures laboratory biomarker outcomes (sweat electrolyte levels) that fall outside symptom, QoL, dignity, or cost domains.
NCT05515991 intervention_education glm: no claude: no openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: yes — The primary intervention includes a self-management support and decision support information hub to facilitate symptom management, which classifies as a primary educational component.
claude_shaky: ✗ No consensus Initial: no Requery: no — This intervention primarily involves electronic symptom screening and monitoring with decision support tools, rather than educational or training programs for patients or healthcare providers. Thinking: no — While the intervention includes access to a self-management information hub, the primary focus is on symptom screening/monitoring using ePROMs with the information resources serving as a support tool rather than the main intervention.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The primary component of the intervention is a self-management support and information hub aimed at facilitating symptom management for patients, which is an educational/training program. Thinking: yes — The main intervention is access to a self-management and decision-support information hub that educates patients and clinicians on symptom management.
NCT05582473 outcome_qol glm: yes claude: no openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: yes
claude_shaky: ✗ No consensus Initial: no Requery: yes — The study includes the PROMIS Global Health Score, which is a validated quality of life instrument that measures perceptions of physical function, pain, fatigue, emotional distress, social health, and general health with standardized T-score values. Thinking: no — The study measures caregiver self-efficacy, confidence in care tasks, social networks, and general health status (PROMIS Global Health), but does not use any of the specified validated quality of life instruments.
openai_shaky: ✗ No consensus Initial: yes Requery: no — The trial does not use any validated Quality of Life instruments such as EORTC QLQ-C30, FACT-G, EQ-5D, or SF-36. Thinking: yes — The study measures quality of life using the PROMIS Global Health Score, a validated health-related QoL instrument.
NCT05605574 intervention_education claude: no openai: yes
Reasons
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The primary component of the trial involves guided discussions and education about advance care planning, which is an educational intervention for patients and caregivers. Thinking: yes — The main intervention is a series of structured conversations that teach and guide patients/caregivers through advance care-planning materials, making patient/caregiver education the primary focus.
claude_shaky: ✗ No consensus Initial: no Requery: yes — The intervention consists of structured educational conversations teaching patients and caregivers about advance care planning topics and guiding them through completing the Voicing My CHOiCES advance care planning document, which is primarily educational in nature. Thinking: no — The intervention primarily consists of facilitated advance care planning conversations to elicit and document patient values and preferences, not educational or training programs.
NCT05605574 intervention_palliative claude: no openai: yes
Reasons
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The study involves a SUPPORTIVE_CARE purpose with advance care planning discussions related to patient-centered care, which aligns with palliative care services. Thinking: yes — The intervention consists of advance care planning conversations as a supportive-care communication program, which constitutes a palliative care service rather than a pharmacologic or disease-directed treatment.
claude_shaky: ✗ No consensus Initial: no Requery: yes — The intervention is advance care planning (ACP) conversations and documentation, which is a core component of palliative care service delivery focused on goals of care discussions and care planning. Thinking: no — The intervention being tested is advance care planning (ACP) conversations using structured guides, not palliative care consultation, referral, or service delivery itself.
NCT05634304 outcome_symptom glm: no claude: no openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: no — The outcome measures focus on quality of care, self-efficacy, self-management behaviors, quality of life (EQ-5D), physical performance, and health services use, but do not include specific validated symptom scales or direct symptom assessments.
claude_shaky: ✗ No consensus Initial: no Requery: yes — The study measures symptoms through the Arthritis Self-efficacy Scale which includes specific subscales for pain and other symptoms assessment using validated rating scales. Thinking: yes — The primary outcome Arthritis Self-efficacy Scale (ASE) includes subscales specifically measuring pain and other symptoms.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The trial measures osteoarthritis symptoms including pain using the Arthritis Self-efficacy Scale (ASE), which includes ASE: Pain and ASE: Other Symptoms subscales. Thinking: no — All listed outcomes assess quality of care, self-efficacy, behaviors, function or quality of life, with no validated scale directly measuring symptom severity such as pain, nausea, fatigue, etc.
NCT05634304 setting_patient glm: outpatient claude: outpatient openai: mixed
Reasons
glm_shaky: ✗ No consensus Initial: outpatient Requery: mixed — Patients are recruited from an orthopedics clinic (outpatient) and the baseline data is explicitly collected at 'pre-discharge hospital' (inpatient), indicating the study spans both admission and post-discharge phases over the 6-month intervention.
claude_shaky: ✗ No consensus Initial: outpatient Requery: outpatient — The study recruits patients from an orthopedics clinic and delivers a mobile app self-management program that patients use at home over 6 months, with follow-up visits at 1, 3, and 6 months. Thinking: outpatient — The intervention is a mobile app self-management program that patients use at home over 6 months after recruitment from an orthopedics clinic.
openai_shaky: ✗ No consensus Initial: mixed Requery: outpatient — The intervention involves the use of a mobile app self-management program, which is typically conducted in an outpatient setting where patients are not hospitalized. Thinking: mixed — The program starts with patients still hospitalized (baseline pre-discharge) and then continues for months after discharge in the community, involving both inpatient and outpatient phases.
NCT05722847 intervention_palliative claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: no — This is an observational study testing a risk stratification system and patient-reported outcome monitoring, where palliative care referral is just one component being measured as an outcome rather than the primary intervention being tested. Thinking: no — This observational study tests a risk stratification system for lung cancer patients where palliative care is one of several supportive services recommended for high-risk patients, not the intervention being evaluated.
openai_shaky: ✗ No consensus Initial: no Requery: yes — The trial involves recommending palliative care as part of supportive care interventions for the high-risk group, making palliative care the intervention being tested. Thinking: yes — The study’s intervention involves a triggered supportive-care pathway that specifically recommends and measures receipt of palliative care consultation for high-risk patients.
NCT05753020 intervention_acp claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: no — The intervention focuses specifically on conservative kidney management (CKM) discussions between patients and providers, which is disease-specific treatment decision-making rather than comprehensive advance care planning. Thinking: no — The CKM JumpStart Tool focuses specifically on kidney treatment decisions (dialysis vs conservative management) rather than structured advance care planning elements like advance directives or comprehensive goals-of-care conversations.
openai_shaky: ✗ No consensus Initial: no Requery: no — The intervention focuses on discussing conservative kidney management, not on advance care planning or structured goals-of-care conversations as a core component. Thinking: yes — The CKM JumpStart Tool provides a structured guide for patient-provider conversations about values and treatment preferences (comfort vs longevity) at advanced illness, constituting a focused goals-of-care/advance care planning intervention.
NCT05883540 pharmacologic_sub glm: not yet FDA/EMA approved claude: controlled substances openai: controlled substances
Reasons
claude_shaky: ✗ No consensus Initial: controlled substances Requery: controlled substances — LSD (lysergic acid diethylamide) is a Schedule I controlled substance with high potential for abuse and no accepted medical use in the United States. Thinking: controlled substances — LSD is a Schedule I controlled substance being investigated for therapeutic use in palliative care patients.
openai_shaky: ✗ No consensus Initial: controlled substances Requery: not yet FDA/EMA approved — LSD is being investigated for its effects in palliative care and is not approved by the FDA/EMA for this indication. Thinking: not yet FDA/EMA approved — LSD is an investigational psychedelic drug with no FDA or EMA marketing approval for any indication.
glm_shaky: ✗ No consensus Initial: not yet FDA/EMA approved Requery: not yet FDA/EMA approved — LSD is an experimental and investigational drug that is not approved for therapeutic use by the FDA or EMA.
NCT05946070 intervention_education claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The mobile application provides patients with information about risk factors, symptom findings, and intervention suggestions for symptom management, making education a primary component of the intervention. Thinking: no — This is primarily a symptom monitoring and management mobile application system, not an educational program - the educational components are secondary features supporting the main symptom tracking intervention.
openai_shaky: ✗ No consensus Initial: no Requery: no — The primary intervention involves using a mobile application for symptom monitoring and management, not primarily for education or training purposes. Thinking: yes — The mobile app’s primary purpose is to give patients self-management guidance and recommendations for chemotherapy-related symptoms, making patient education the core component of the intervention.
NCT05964959 rct_type claude: N/A openai: Cluster RCT
Reasons
openai_shaky: ✗ No consensus Initial: Cluster RCT Requery: Cluster RCT — The trial mentions 'cluster based intervention', indicating randomization at a group level. Thinking: N/A — Allocation is non-randomized, so despite mentioning clusters the study is not a randomized trial.
claude_shaky: ✗ No consensus Initial: N/A Requery: Cluster RCT — The study is explicitly described as a 'cluster based intervention trial' in the brief summary, indicating randomization occurs at the group/cluster level rather than individual participant level. Thinking: Cluster RCT — The brief summary explicitly states this is a 'cluster based intervention trial' where trained nurses deliver the intervention.
NCT06121440 intervention_digital glm: no openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The audiobook is delivered via tablet computers, making digital technology a primary delivery mechanism for the intervention. Thinking: yes — The intervention relies on playing an audiobook to children via a tablet computer, making digital technology the primary means of delivering the therapeutic content.
NCT06132022 intervention_complementary glm: yes claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: yes Requery: no — The intervention, Mandala coloring, is classified as an art therapy and psychological support tool rather than a complementary and alternative medicine (CAM) modality like acupuncture, yoga, or herbal remedies.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — Mandala application involves coloring circular patterns as a non-pharmacological approach for stress reduction and psychological well-being, which falls under complementary and alternative medicine practices. Thinking: no — Mandala coloring in this context is an art-based activity for stress reduction, not a traditional CAM modality like acupuncture, massage, or herbal remedies.
openai_shaky: ✗ No consensus Initial: no Requery: no — Mandala application is not considered a complementary and alternative medicine (CAM) modality like acupuncture, aromatherapy, or yoga. Thinking: yes — Mandala coloring is an art-based mind–body complementary therapy akin to meditation practices.
NCT06182579 intervention_complex claude: yes openai: no
Reasons
openai_shaky: ✗ No consensus Initial: no Requery: no — The intervention involves a single modality of treatment (drug + radiation) without interactive components from different categories. Thinking: yes — The intervention combines a pharmacologic agent (RiMO-401) with radiotherapy, two distinct treatment modalities from different categories delivered together.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The intervention combines two distinct treatment modalities - pharmacologic (intratumoral drug injection of RiMO-401) and radiation therapy - that work together as an integrated treatment approach. Thinking: no — This is a combination therapy (drug + radiation) but not a complex intervention as both are medical treatments co-administered for a single therapeutic purpose.
NCT06326619 setting_patient glm: mixed openai: outpatient
Reasons
openai_shaky: ✗ No consensus Initial: outpatient Requery: outpatient — The intervention involves systemic therapy and scheduled primary tumor resection, which are typically administered in outpatient settings. Thinking: inpatient — The intervention includes primary tumor resection, a procedure that necessitates hospital admission, and no outpatient delivery of care is explicitly described.
glm_shaky: ✗ No consensus Initial: mixed Requery: mixed — The study compares patients receiving primary tumor resection (requiring inpatient hospitalization) with patients receiving systemic therapy only (typically delivered in an outpatient setting), indicating that the study population includes both inpatient and outpatient care contexts.
NCT06326619 setting_place glm: hospital openai: other
Reasons
openai_shaky: ✗ No consensus Initial: other Requery: hospital — The primary tumor resection as part of the intervention indicates the procedure occurs in a hospital setting with patients likely admitted for surgical operations. Thinking: hospital — The key intervention is inpatient surgical resection of the primary colorectal tumor, which is necessarily delivered within a hospital setting.
glm_shaky: ✗ No consensus Initial: hospital Requery: other — This is a retrospective registry-based observational study that analyzes data from patients who received treatments across various settings (hospitals for resection, outpatient clinics for systemic therapy), making it a mixed or generic community setting.
NCT06419842 intervention_psychological claude: no openai: yes
Reasons
claude_shaky: ✗ No consensus Initial: no Requery: yes — This study uses hypnosis as a structured psychological intervention, which is a recognized therapeutic technique for managing anxiety and pain during medical procedures. Thinking: no — Hypnosis is used here for procedural anxiety and pain management during a medical test, not as structured psychological therapy for treating a psychological condition.
openai_shaky: ✗ No consensus Initial: yes Requery: no — Hypnosis is not classified as a structured psychological therapy like CBT or psychotherapy. Thinking: yes — The study uses hypnosis, a named structured psychological technique aimed at reducing anxiety and pain.
NCT06420206 outcome_qol glm: yes claude: yes openai: no
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: no — The primary outcome is listed as 'Quality Of Life Questionnaire' but no specific validated QoL instrument is identified, and the study focuses on healthcare utilization metrics rather than formal quality of life assessment. Thinking: no — While 'Quality Of Life Questionnaire' is listed as primary outcome, no validated QoL instrument is specified and description shows 'N/A'.
glm_shaky: ✗ No consensus Initial: yes Requery: yes — The primary outcome includes a 'Quality Of Life Questionnaire' which implies the use of a standardized QoL instrument to measure quality of life as defined by the study's aim.
openai_shaky: ✗ No consensus Initial: no Requery: no — The trial mentions quality of life objectives but does not specify the use of any validated Quality of Life instruments. Thinking: yes — The primary outcome is a Quality of Life Questionnaire, indicating measurement with a QoL instrument.
NCT06423365 non_cancer_spec glm: N/A claude: cardiac openai: cardiac
Reasons
claude_shaky: ✗ No consensus Initial: cardiac Requery: N/A — This study focuses on patients with hypercholesterolemia and cardiovascular diseases who discontinued statin therapy, which represents a general medical population rather than a specific non-cancer disease category. Thinking: N/A — Study targets general population with hypercholesterolemia needing statin therapy, not a specific advanced disease population matching the provided categories.
openai_shaky: ✗ No consensus Initial: cardiac Requery: cardiac — The study targets patients with cardiovascular diseases and hypercholesterolemia, which relate to cardiac conditions. Thinking: cardiac — Participants have hypercholesterolemia/cardiovascular disease risk and the intervention targets heart‐related medication management, fitting the cardiac category.
glm_shaky: ✗ No consensus Initial: N/A Requery: N/A — This study focuses on statin therapy management for hypercholesterolemia and cardiovascular disease prevention, which does not fit the specific non-cancer categories provided.
NCT06556550 pharmacologic_sub glm: N/A claude: chemotherapy openai: N/A
Reasons
claude_shaky: ✗ No consensus Initial: chemotherapy Requery: N/A — The primary intervention is stereotactic ablative radiation therapy (SABR) compared to palliative radiation therapy, both of which are radiation-based treatments rather than pharmacologic interventions. Thinking: N/A — The primary intervention being tested is stereotactic radiation therapy, which is a physical modality, not a pharmacologic intervention.
openai_shaky: ✗ No consensus Initial: N/A Requery: radiation — The clinical trial focuses on the use of stereotactic radiation therapy to treat oligometastatic tumors. Thinking: chemotherapy — One study arm uses standard cytotoxic chemotherapy drugs for cancer treatment.
glm_shaky: ✗ No consensus Initial: N/A Requery: N/A — The primary intervention being investigated is stereotactic radiation therapy, which is a non-pharmacologic procedure, and chemotherapy is only included as a background standard of care.
NCT06576089 intervention_digital glm: yes claude: yes openai: no
Reasons
openai_shaky: ✗ No consensus Initial: no Requery: no — The digital component (video and tablet) supplements traditional recruitment methods but is not the primary delivery mechanism of the intervention, which focuses on recruitment methods rather than digital health intervention. Thinking: yes — The core intervention is a tablet-based, aphasia-friendly video used to recruit participants, so digital media is central to delivering the intervention.
glm_shaky: ✗ No consensus Initial: yes Requery: no — The study compares a tablet-based recruitment video against traditional paper-based consent methods to determine its effect on patient enrollment, meaning the tablet is merely an alternative delivery mechanism for information rather than a fundamental digital intervention.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The intervention uses a tablet-delivered video as a core component of the recruitment method, where the digital materials (video and leaflet on tablet) are central to the ORDER intervention arm. Thinking: no — The video on tablet is a communication tool for recruitment materials, but the core intervention is the women-centred, aphasia-friendly approach which could exist without digital technology.
NCT06576089 intervention_education glm: no claude: yes openai: no
Reasons
openai_shaky: ✗ No consensus Initial: no Requery: yes — The study focuses on an educational component with women-centred and aphasia-friendly videos and leaflets as a primary intervention to optimize recruitment. Thinking: yes — The ORDER arm’s main intervention is a patient-facing video, leaflet, and guided discussion that educate potential participants about the host trial, making education the primary component.
glm_shaky: ✗ No consensus Initial: no Requery: no — The trial evaluates recruitment strategies using videos and leaflets to improve trial enrollment and informed consent, rather than providing primary patient education or training about stroke management.
claude_shaky: ✗ No consensus Initial: yes Requery: no — This study tests different recruitment approaches (traditional vs. women-centred/aphasia-friendly materials) to improve enrollment in clinical trials, which is a methodological intervention rather than an educational program for participants. Thinking: no — This is a recruitment methodology study comparing different ways to present trial information for informed consent, not a patient education intervention.
NCT06590506 intervention_digital glm: no claude: yes openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: yes — The use of wearable electronic devices (activity bracelets) for continuous monitoring and data collection throughout the study is the central primary intervention, without which the study's core objectives could not be met.
claude_shaky: ✗ No consensus Initial: yes Requery: no — This is an observational study using wearable devices solely for data collection and monitoring, not as a therapeutic intervention - removing the digital component would not change the core study design of collecting clinical, analytical and epidemiological variables from cancer patients. Thinking: no — This is an observational study where wearables are used solely for data collection to monitor patients' vital signs and activity, not as a therapeutic intervention.
openai_shaky: ✗ No consensus Initial: yes Requery: no — Wearables are used for data collection and monitoring, not as a core delivery mechanism of the intervention. Thinking: yes — Continuous physiological and activity monitoring with a wearable device is the core intervention and is essential to the study.
NCT06886529 intervention_palliative glm: no claude: yes openai: yes
Reasons
glm_shaky: ✗ No consensus Initial: no Requery: no — The intervention being tested is a machine learning prediction model, with palliative care being the downstream outcome and setting rather than the direct experimental intervention.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The intervention is a machine learning model designed to trigger early PACT (palliative care team) consultation in high-risk cardiac patients, making palliative care referral the primary intervention being tested. Thinking: no — The intervention is an ML model predicting cardiac events; palliative care consultation (PACT) is an outcome being measured, not the intervention itself.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The trial is designed to increase early PACT (Palliative Care Team) involvement, which serves as a palliative care intervention. Thinking: yes — ML alerts are specifically designed to trigger earlier PACT (palliative care) consultations, so the intervention is a palliative care referral mechanism.
NCT06886529 intervention_screening glm: yes claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: yes
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The ML model is a screening tool that systematically identifies high-risk cardiac patients who may benefit from palliative care involvement, and the effectiveness of this screening intervention itself is being evaluated. Thinking: no — The ML model is used to identify high-risk patients as part of a larger intervention to increase PACT consultations, not to test the screening tool itself.
openai_shaky: ✗ No consensus Initial: no Requery: no — The trial tests a machine learning model to predict serious cardiac events as part of a supportive care strategy, not a screening/assessment tool to identify palliative care needs. Thinking: yes — The trial evaluates a machine-learning model used to screen cardiac inpatients for high risk to prompt earlier palliative care involvement, i.e., the act of screening itself is the intervention.
NCT06903052 intervention_education glm: yes claude: yes openai: no
Reasons
glm_shaky: ✗ No consensus Initial: yes Requery: no — The intervention is primarily a supportive care program delivered via a mobile application that provides nurse-parent interaction and remote symptom management support, rather than a structured educational or training program.
openai_shaky: ✗ No consensus Initial: no Requery: yes — The trial primarily focuses on enhancing parental self-efficacy in symptom management through nurse-led educational support using a mobile app, which constitutes an educational intervention. Thinking: yes — The primary intervention is a nurse-led mobile app that trains and educates parents in symptom management to boost their self-efficacy.
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The intervention is a nurse-led parental support program using a mobile app specifically designed to enhance parental self-efficacy in symptom management, which constitutes a primary educational component for caregivers. Thinking: no — This is primarily a nurse-led supportive care intervention using a mobile app to enhance parental self-efficacy, not a primarily educational program.
NCT07157982 intervention_acp glm: no claude: yes openai: yes
Reasons
claude_shaky: ✗ No consensus Initial: yes Requery: yes — The enhanced usual care group receives guidance on advance care planning as part of their resource toolkit with educational materials, and the COORDINATE program includes goals of care discussions which are a core component of advance care planning. Thinking: no — The COORDINATE intervention focuses on care coordination and symptom management without specific ACP components like advance directives or structured end-of-life planning discussions.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The COORDINATE Program includes structured goals-of-care discussions, which is a major focus of advance care planning. Thinking: yes — The COORDINATE intervention explicitly includes a structured Goals-of-Care discussion, making advance care planning a core component of the program.
glm_shaky: ✗ No consensus Initial: no Requery: no — The COORDINATE intervention focuses on general care coordination and symptom management, and while the enhanced usual care toolkit mentions advance care planning, it is only incidental educational content and not a structured component of the primary intervention.
NCT07157982 outcome_other glm: no claude: no openai: yes
Reasons
claude_shaky: ✗ No consensus Initial: no Requery: no — All outcomes focus on quality of life (EuroQoL measures) and healthcare utilization (emergency department visits, critical care admissions, rehospitalizations), which fall under the symptom/QoL/dignity/cost categories. Thinking: yes — Secondary outcomes include healthcare utilization measures (ED visits, critical care admissions, rehospitalizations) which are not covered by symptom/QoL/dignity/cost categories.
openai_shaky: ✗ No consensus Initial: yes Requery: yes — The trial includes outcomes such as reducing emergency visits, intensive care admissions, and rehospitalizations, which do not fall under symptom/QoL/dignity/cost categories. Thinking: no — All measured outcomes pertain to quality of life or healthcare utilization/cost, with no additional categories such as caregiver effects, communication quality, or goal‐concordant care.
glm_shaky: ✗ No consensus Initial: no Requery: yes — The secondary outcomes include healthcare utilization metrics (emergency department visits, critical care admissions, and rehospitalizations), which are cost-related outcomes that fall outside of symptom/QoL/dignity categories.