NCT06437132

Decoding Death and Dying in People With Dementia by Digital Thanotyping

Extracted Fields (from Registry)

LLM Classifications (Side-by-Side)

Field	CLAUDE claude-sonnet-4-20250514 4071ms / 4843 tok	OPENAI gpt-4o 2899ms / 4205 tok	GLM glm-4.7 6853ms / 4250 tok
rct_type	N/A	N/A	N/A
cancer_status	non-cancer	non-cancer	non-cancer
non_cancer_spec	dementia	dementia	dementia
setting_patient	inpatient	inpatient	inpatient
setting_place	nursing home	nursing home	nursing home
feasibility	N/A	N/A	N/A
intervention_pharmacologic	no	no	no
intervention_chemo_immuno_radio	no	no	no
intervention_complementary	no	no	no
intervention_device	yes	yes	no
intervention_psychological	no	no	no
intervention_complex	no	no	no
intervention_acp	no	no	no
intervention_music	no	no	no
intervention_screening	no	yes	no
intervention_palliative	no	no	no
intervention_education	no	no	no
intervention_digital	yes	yes	no
intervention_other	no	no	no
outcome_symptom	yes	yes	yes
outcome_qol	no	no	no
outcome_dignity	no	no	no
outcome_cost	no	no	no
outcome_other	yes	yes	yes
pharmacologic_sub	N/A	N/A	N/A

Shaky Field Re-query Reasons

Field	OPENAI	GLM
intervention_screening	The trial is observational and focuses on data collection and model development for predicting end-of-life stages, not testing a screening tool for palliative care needs.	The study is observational and focuses on developing digital biomarkers and models to predict the 'point of no return' rather than testing a screening tool for palliative care needs.

Discrepancies Requiring Review

intervention_device

glm: no claude: yes openai: yes

intervention_screening

glm: no claude: no openai: yes

intervention_digital

glm: no claude: yes openai: yes