{"id":"W1965362908","doi":"10.1093/oxfordjournals.schbul.a007103","title":"Estimating Suicidality as an Outcome Measure in Clinical Trials of Suicide in Schizophrenia","year":2004,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health; Centre for Addiction and Mental Health","funders":"","keywords":"Context (archaeology); Psychiatry; Schizoaffective disorder; Psychology; Olanzapine; Schizophrenia (object-oriented programming); Suicidal ideation; Clozapine; Clinical psychology; Suicide attempt; Poison control; Schizophreniform disorder; Suicide prevention; Psychosis; Medicine; 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4550366,0.00148307,0.004946071,0.005120303,0.001921852,0.003157785,0.001821839,0.003330543,0.0007844087],"category_scores_gemma":[0.5856092,0.001453612,0.00369923,0.004439498,0.003095765,0.002663648,0.003121968,0.003500936,0.0003717724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003223229,"about_ca_system_score_gemma":0.002922922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009077637,"about_ca_topic_score_gemma":0.002003922,"domain_scores_codex":[0.1905606,0.763773,0.03191068,0.002257341,0.01081445,0.0006838723],"domain_scores_gemma":[0.3244858,0.5217071,0.1045643,0.01988826,0.02579259,0.003562],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.2495455,0.001847485,0.4719779,0.0160706,0.04159377,0.0002744176,0.006794254,0.01235249,0.003468957,0.005337053,0.005630395,0.1851072],"study_design_scores_gemma":[0.0817356,0.08446146,0.7306653,0.005823565,0.01148606,0.0008802562,0.002385308,0.05018981,0.006148869,0.01090516,0.01444151,0.0008771486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8893265,0.03819814,0.03563087,0.00365249,0.001387805,0.02341843,0.0009484233,0.000212206,0.007225017],"genre_scores_gemma":[0.9542824,0.002696967,0.02334807,0.0004868452,0.0003226387,0.01798448,0.0005481035,0.00002895778,0.000301602],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5449634,"threshold_uncertainty_score":0.6720369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255409169913097,"score_gpt":0.4393025023920605,"score_spread":0.3137615854007508,"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."}}