{"id":"W4412166662","doi":"10.1017/cjn.2025.10157","title":"B.5 Does major depression after stroke influence the risk of suicide after stroke?","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Depression (economics); Stroke (engine); Medicine; Suicide Risk; Stroke risk; Psychiatry; Psychology; Suicide prevention; Medical emergency; Poison control; Ischemic stroke; Engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001549007,0.00030693,0.0003408931,0.0004444924,0.0006275029,0.001024453,0.0006298189,0.001114693,0.01254676],"category_scores_gemma":[0.005554209,0.0002140526,0.001319552,0.0005657665,0.0004945764,0.0004794139,0.0004729926,0.0005518994,0.0008042779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581599,"about_ca_system_score_gemma":0.002520001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1533258,"about_ca_topic_score_gemma":0.1371665,"domain_scores_codex":[0.9994099,0.0001955076,0.000048568,0.0001273285,0.0001109824,0.0001076253],"domain_scores_gemma":[0.9985619,0.0003840287,0.0004873208,0.00008470837,0.0002531596,0.0002288645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006474023,0.00008724463,0.9609604,0.0003457489,0.001064261,0.0001090362,0.0002823455,0.0002027974,0.0002692028,0.0005930499,0.004007873,0.03143057],"study_design_scores_gemma":[0.00004128879,0.0001705838,0.9951612,0.0001735166,0.0005764457,0.0001207093,0.0001830816,0.0004053473,0.0000857166,0.0005841815,0.002490159,0.000007731228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181058,0.02828228,0.00118679,0.0208686,0.0005808995,0.0001712563,0.008432282,0.00005876279,0.0223133],"genre_scores_gemma":[0.9927034,0.002383904,0.0003697712,0.001100356,0.0001459782,0.00003348337,0.001024951,0.000005399506,0.002232661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1533258,"threshold_uncertainty_score":0.3048668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066757962558166,"score_gpt":0.2675504182644216,"score_spread":0.2568828386388399,"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."}}