{"id":"W2792152284","doi":"10.4088/pcc.17m02217","title":"Confidential Survey Into Southwestern Ontario Suicide","year":2018,"lang":"en","type":"article","venue":"The Primary Care Companion For CNS Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner; Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Coroner; Medicine; Suicide prevention; Confidentiality; Suicide methods; Poison control; Family medicine; Injury prevention; Occupational safety and health; Medical examiner; Human factors and ergonomics; Medical emergency; Psychiatry; Emergency medicine; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402718,0.0002783054,0.0003607864,0.00008438489,0.0006134461,0.00006613018,0.0005736235,0.0001021105,0.0007274413],"category_scores_gemma":[0.00002882898,0.0002171265,0.0002182472,0.0001518888,0.0004059318,0.00008113768,0.0001943566,0.0002017605,0.0005051756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037931,"about_ca_system_score_gemma":0.0001247447,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1693987,"about_ca_topic_score_gemma":0.6872545,"domain_scores_codex":[0.9982645,0.0002413605,0.0003459763,0.000440839,0.0002196547,0.0004876973],"domain_scores_gemma":[0.9985741,0.0003479103,0.0001357396,0.0006087195,0.0002613693,0.00007216185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009060616,0.0001453925,0.8665438,0.00004453444,0.0005222199,0.000001381701,0.1073874,0.000004216308,0.000080909,0.001278482,0.01743351,0.005652134],"study_design_scores_gemma":[0.00171809,0.0003586604,0.9574954,0.000006901619,0.0001144167,0.000004201434,0.01248913,0.000004471864,0.00002565147,0.001330771,0.02610354,0.0003487842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699413,0.001273429,0.002413992,0.0003512695,0.002905739,0.0008457491,0.00008838879,0.0001515248,0.02202858],"genre_scores_gemma":[0.9963009,0.00001488366,0.00008249316,0.001077974,0.0002476275,0.0001126006,0.0004345276,0.0000475434,0.001681447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5178558,"threshold_uncertainty_score":0.8854162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005530107051082,"score_gpt":0.3112496537577006,"score_spread":0.2711943526871898,"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."}}