{"id":"W4410202373","doi":"10.7202/1117879ar","title":"Why Not Advance Directives for MAID in Those with Dementia?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dementia; MEDLINE; Business; Computer science; Medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439912,0.00008218847,0.0002723314,0.0003356377,0.00003949883,0.000009066086,0.00008632961,0.00008491492,0.0000133595],"category_scores_gemma":[0.0006564991,0.00006566615,0.00006604715,0.0002396866,0.0002280324,0.00006883348,0.000004139639,0.0002935581,3.302699e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001256646,"about_ca_system_score_gemma":0.001827692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754157,"about_ca_topic_score_gemma":0.1057185,"domain_scores_codex":[0.9993361,0.000032765,0.000254682,0.00008526342,0.0001113334,0.0001799056],"domain_scores_gemma":[0.9989395,0.0002323258,0.0001279612,0.00009590133,0.0004067131,0.0001976171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002153544,0.0001424995,0.9086978,0.00137496,0.00121505,0.0007434204,0.01459588,0.0001753496,0.003119464,0.02019209,0.01905898,0.02853089],"study_design_scores_gemma":[0.006028661,0.001714609,0.05018229,0.01372545,0.0005210758,0.00005510982,0.009440018,0.00006799518,0.07164052,0.002711207,0.8436044,0.0003086112],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7813731,0.08472459,0.02830898,0.09130194,0.001703511,0.001065546,0.0002050888,0.00001688048,0.01130031],"genre_scores_gemma":[0.9765812,0.00137292,0.01618005,0.00541738,0.0001036178,0.000005050011,0.000003874316,0.00001318215,0.0003226894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8585156,"threshold_uncertainty_score":0.9105998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453491897962844,"score_gpt":0.438241731396879,"score_spread":0.2928925416005946,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}