{"id":"W2957380412","doi":"10.1192/bjp.2019.167","title":"Suicidal risk factors in major affective disorders","year":2019,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Centre for Movement Disorders","funders":"","keywords":"Major depressive disorder; Bipolar disorder; Suicidal ideation; Psychiatry; Dysthymic Disorder; Mood disorders; Mood; Alcohol use disorder; Poison control; Depression (economics); Temperament; Suicide attempt; Psychology; Clinical psychology; Logistic regression; Substance abuse; Medicine; Injury prevention; Internal medicine; Personality; Medical emergency; Alcohol","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":[0.0006857072,0.0001536384,0.0003476687,0.0001096119,0.0002137599,0.00007596914,0.0003813185,0.00009303297,0.0007992099],"category_scores_gemma":[0.00006015493,0.0001099936,0.0002529849,0.0002388427,0.00008501291,0.0001234731,0.00004106777,0.0008151611,0.0001478116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003465009,"about_ca_system_score_gemma":0.00005078624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009275948,"about_ca_topic_score_gemma":0.01427852,"domain_scores_codex":[0.9984376,0.0003711228,0.0004419988,0.0001774058,0.0002336336,0.0003382571],"domain_scores_gemma":[0.9989966,0.0003006924,0.0003907278,0.0001982554,0.00005231702,0.00006147649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001732309,0.0002307115,0.9838423,0.000006515764,0.0003187824,0.00002378941,0.001909831,0.0000235001,0.000008827821,0.0002784019,0.009672866,0.003511262],"study_design_scores_gemma":[0.002130111,0.0002999119,0.9732606,0.00003318287,0.00007697017,0.0003079253,0.01364375,0.000002016045,0.000005524257,0.009678601,0.0004050089,0.0001563549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977782,0.007435115,0.00002498715,0.001056605,0.00501939,0.0002179557,0.00001641369,0.00001392782,0.008433642],"genre_scores_gemma":[0.9982923,0.0004336614,0.00008351667,0.000213195,0.0003367873,0.000003903521,9.67518e-7,0.00002636469,0.0006093038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02051034,"threshold_uncertainty_score":0.9973214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008492033100389566,"score_gpt":0.2676559515211428,"score_spread":0.2591639184207533,"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."}}