{"id":"W3023916760","doi":"10.1016/j.biopsych.2020.02.696","title":"Determinants of Suicide Risk Preceding Psychiatric Admission: A Retrospective Electronic Medical Record Study","year":2020,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Psychiatry; Medical record; Medicine; Suicide prevention; Retrospective cohort study; Occupational safety and health; Poison control; Suicide attempt; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009719409,0.000386812,0.0005351668,0.00190218,0.0009778426,0.001476074,0.0006393468,0.0009429016,0.001981736],"category_scores_gemma":[0.00600749,0.0008058559,0.0009251455,0.003274193,0.0004582695,0.001397175,0.001087694,0.001302961,0.000586405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005333219,"about_ca_system_score_gemma":0.0008484101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126463,"about_ca_topic_score_gemma":0.01331887,"domain_scores_codex":[0.9987932,0.0003856723,0.0002579,0.0002188842,0.0001583993,0.0001859057],"domain_scores_gemma":[0.9930861,0.001376014,0.003177789,0.0007755369,0.0007454875,0.0008391382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001168246,0.00007149511,0.9991295,0.000007908449,0.00004425288,0.00005836707,0.0001389374,0.00001164927,0.0000763737,0.00000982168,0.00004556635,0.0002892458],"study_design_scores_gemma":[0.000008029393,0.0001402302,0.9988061,0.000007706645,0.00004085327,0.0002207525,0.0005277016,0.00008636175,0.00003837875,0.00001184442,0.000105902,0.000006120826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987001,0.0001483913,0.0000685544,0.00003124037,0.00000688467,0.00001755604,0.0007746884,0.00000261142,0.000249854],"genre_scores_gemma":[0.9986205,0.0001349132,0.0001037967,0.00004107266,0.00001426716,0.00001885311,0.0008447011,0.000003245546,0.0002186012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126463,"threshold_uncertainty_score":0.02239811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04586240854218024,"score_gpt":0.3505079164099374,"score_spread":0.3046455078677571,"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."}}