{"id":"W4412738343","doi":"10.7202/1118914ar","title":"Navigating the Ethical Crossroads of Suicide Attempts and End-of-Life Directives","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":"Human factors and ergonomics; Assisted suicide; MEDLINE; Psychology; Engineering ethics; Poison control; Medicine; Medical emergency; Political science; Psychiatry; Engineering; 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":[0.001315602,0.0001110122,0.0004923994,0.0001212802,0.00009674458,0.0000126544,0.0001570233,0.000295407,0.00002445038],"category_scores_gemma":[0.004915393,0.00007826296,0.0001361592,0.000300314,0.001821779,0.00004126864,0.00002125504,0.001685276,3.009631e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006514008,"about_ca_system_score_gemma":0.003321277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01775814,"about_ca_topic_score_gemma":0.01944649,"domain_scores_codex":[0.9986764,0.0001654801,0.000608177,0.00009760531,0.0002625869,0.0001897662],"domain_scores_gemma":[0.9969709,0.001352678,0.0004015751,0.0001633162,0.000794173,0.0003173517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002106607,0.00003085966,0.9385083,0.0008089571,0.0005834441,0.00008717216,0.02383136,0.00002142902,0.005052398,0.009401587,0.001255759,0.02020812],"study_design_scores_gemma":[0.006269342,0.00206056,0.5438453,0.04757255,0.001299205,0.0002501638,0.05555544,0.0002386425,0.2750504,0.008419299,0.05878931,0.0006497837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533432,0.01898728,0.0001740918,0.02589178,0.0002788269,0.0000934194,0.00003791723,0.000002525901,0.001190919],"genre_scores_gemma":[0.9963206,0.0009805579,0.0009720876,0.001566511,0.00009657343,6.18495e-7,0.00000183203,0.00000868079,0.00005254024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3946629,"threshold_uncertainty_score":0.998446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1556642080984388,"score_gpt":0.4676011097214353,"score_spread":0.3119369016229965,"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."}}