{"id":"W4281773271","doi":"10.4088/jcp.21m14055","title":"Incidence and Predictors of Suicide Attempts and Suicide Deaths Among Individuals Recently Hospitalized for a Mental Disorder","year":2022,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Regina; University of Manitoba","funders":"","keywords":"Hazard ratio; Medicine; Confidence interval; Population; Psychiatry; Proportional hazards model; Suicide attempt; Incidence (geometry); Cohort study; Poison control; Cohort; Confounding; Mental health; Demography; Suicide prevention; Internal medicine; Emergency medicine; Environmental health","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":[0.0004789337,0.0002501968,0.0002806379,0.0008285188,0.0003743466,0.0005491425,0.0005760471,0.0003614058,0.001100744],"category_scores_gemma":[0.0028762,0.0002811224,0.000633701,0.0009450773,0.0002490064,0.0002827087,0.0006344356,0.0009224684,0.0001742475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518705,"about_ca_system_score_gemma":0.001712115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2611256,"about_ca_topic_score_gemma":0.3587651,"domain_scores_codex":[0.999649,0.00005164911,0.00004189667,0.00007427442,0.00009927468,0.0000838522],"domain_scores_gemma":[0.9980451,0.0001578183,0.0008992338,0.0001048803,0.0004293205,0.0003636776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001655729,0.000008066279,0.9992282,0.000006475377,0.00003182915,0.00001781706,0.00002258784,0.00003934137,0.0000173885,0.00000659537,0.0001428335,0.0004622647],"study_design_scores_gemma":[0.000002217768,0.0000119639,0.999473,0.00001345314,0.00001297128,0.00006968872,0.00009778631,0.0001922667,0.00001152067,0.000009108721,0.0001036769,0.000002296019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967296,0.0005686238,0.00006039298,0.0001512926,0.00001339007,0.00001038151,0.002116361,0.000007415252,0.0003424411],"genre_scores_gemma":[0.9969984,0.00045597,0.00006757991,0.00002960781,0.0000155393,0.000007338232,0.002209503,0.000002264621,0.0002138382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611256,"threshold_uncertainty_score":0.5192113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605153250750067,"score_gpt":0.3946240324187929,"score_spread":0.3485724999112922,"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."}}