{"id":"W4412653380","doi":"10.1016/j.psychres.2025.116645","title":"Suicide following discharge from inpatient psychiatric care: A retrospective case control study","year":2025,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Institute for Work & Health; Institute for Clinical Evaluative Sciences; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Retrospective cohort study; Medicine; Psychiatry; Inpatient care; Emergency medicine; Medical emergency; Psychology; Health care; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000965865,0.0004979714,0.0005383777,0.001709835,0.00157692,0.001026211,0.0009797893,0.0004778074,0.001204447],"category_scores_gemma":[0.002198147,0.0007130128,0.0004813229,0.002690482,0.0009079147,0.0003509302,0.0006930616,0.0005030444,0.0002122756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005666073,"about_ca_system_score_gemma":0.00492297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5354265,"about_ca_topic_score_gemma":0.5349979,"domain_scores_codex":[0.9986473,0.0001700221,0.000155282,0.000333017,0.0004257766,0.0002686396],"domain_scores_gemma":[0.9976537,0.0002339471,0.0009603059,0.0002418568,0.000588015,0.0003222406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005741035,0.0000426705,0.9980826,0.00002264299,0.0000352925,0.0004030286,0.0003122271,0.00001242614,0.00008301758,0.00001413321,0.0001693286,0.000765164],"study_design_scores_gemma":[0.00002040417,0.0001172077,0.9976854,0.00002404508,0.00004589674,0.0008870217,0.0006666167,0.00009344254,0.00003011871,0.00001132843,0.0004108724,0.00000751088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983141,0.0003460522,0.0001433837,0.00003642802,0.000005673764,0.00009905053,0.0006676105,0.000005063135,0.0003825186],"genre_scores_gemma":[0.9980779,0.000391874,0.0001827867,0.00005759103,0.00001149529,0.00005033691,0.001048207,0.000002421304,0.0001774465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5354265,"threshold_uncertainty_score":0.9346189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04285649077092038,"score_gpt":0.4118391386207677,"score_spread":0.3689826478498474,"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."}}