{"id":"W2064975188","doi":"10.4088/jcp.v67n1018","title":"Gender and Risk Factors for Suicide","year":2006,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Impulsivity; Psychopathology; Psychology; Psychiatry; Depression (economics); Anxiety; Clinical psychology; Personality disorders; Alcohol abuse; Poison control; Temperament; Suicide prevention; Personality; Suicide attempt; Substance abuse; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002538307,0.0001380075,0.0004503744,0.00005203201,0.0001733519,0.00001389243,0.0002356552,0.0001309067,0.0001266733],"category_scores_gemma":[0.0003238527,0.0000749969,0.0003510105,0.00006963661,0.0001643739,0.00005147925,0.0000287515,0.0005093717,0.00001618118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004931196,"about_ca_system_score_gemma":0.00004914275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548757,"about_ca_topic_score_gemma":0.00007984422,"domain_scores_codex":[0.9979276,0.0003695785,0.001174791,0.0001288904,0.0001658053,0.000233334],"domain_scores_gemma":[0.9954807,0.00324566,0.0008602081,0.0002194063,0.0001107853,0.00008320776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007036012,0.000204051,0.9291903,0.00000607213,0.000434228,0.000001247834,0.0003371777,0.000008371872,0.000002214006,0.002261099,0.06609113,0.0007605546],"study_design_scores_gemma":[0.001880186,0.0004608353,0.9512807,0.000004340623,0.0004713856,0.00003021315,0.002439823,0.000005123519,0.000002631413,0.03897452,0.004352107,0.00009819842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813597,0.007090518,0.0009661179,0.001123214,0.004741192,0.0001351671,0.00001384369,0.0000119532,0.004558268],"genre_scores_gemma":[0.994611,0.0006664739,0.001048258,0.0006445035,0.002614872,0.000001656673,8.395331e-7,0.00002031107,0.0003920348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06173902,"threshold_uncertainty_score":0.3058285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150827941593688,"score_gpt":0.4321497615279227,"score_spread":0.3170669673685538,"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."}}