{"id":"W3116737112","doi":"10.1111/sltb.12726","title":"Suicidal and violent ideation in acute psychiatric inpatients: prevalence, co‐occurrence, and associated characteristics","year":2020,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Suicidal ideation; Neuroticism; Psychiatry; Clinical psychology; Mood; Mood disorders; Suicide prevention; Poison control; Mental health; Medicine; Psychology; Personality; Medical emergency; Anxiety","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":[0.0007116203,0.0001958191,0.0004182066,0.001175493,0.0003415361,0.0005891381,0.0002706476,0.0003668677,0.001443337],"category_scores_gemma":[0.003527789,0.0002477277,0.000325065,0.0009076176,0.0003057404,0.0003961892,0.0006862862,0.0006100382,0.0002399649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099532,"about_ca_system_score_gemma":0.0003328872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268356,"about_ca_topic_score_gemma":0.003845955,"domain_scores_codex":[0.9993057,0.0002245618,0.000154392,0.00006783619,0.0001550293,0.0000924642],"domain_scores_gemma":[0.9973642,0.0004374947,0.001433264,0.00008216307,0.0002572023,0.0004257228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002578883,0.00001982725,0.9993535,0.00000730402,0.00001481805,0.00003962624,0.00005848169,0.000006973307,0.00003926226,0.000003899558,0.00002579606,0.0004047331],"study_design_scores_gemma":[0.000002604949,0.00006421493,0.9991915,0.00000798127,0.00000675331,0.0003210058,0.0003036634,0.00004925896,0.00002037576,0.000006826201,0.00002379297,0.00000199733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995959,0.0001239771,0.00002450044,0.00002574814,0.00000241216,0.000007152681,0.0001232271,0.000001175448,0.00009587063],"genre_scores_gemma":[0.9995098,0.0001293611,0.00005980309,0.00001038327,0.000007666448,0.000008800806,0.0002266691,5.289077e-7,0.00004702144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268356,"threshold_uncertainty_score":0.005335927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03970962366427038,"score_gpt":0.3262456313396869,"score_spread":0.2865360076754165,"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."}}