{"id":"W2792417944","doi":"10.1016/j.jad.2018.02.028","title":"Depressive symptoms, alcohol use and coping drinking motives: Examining various pathways to suicide attempts among young men","year":2018,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"China Scholarship Council; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Coping (psychology); Suicide prevention; Injury prevention; Poison control; Psychology; Human factors and ergonomics; Clinical psychology; Psychiatry; Suicide attempt; Occupational safety and health; Depressive symptoms; Young adult; Medicine; Medical emergency; Developmental psychology; Cognition","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":[0.0008996418,0.0003375872,0.0004824904,0.000860883,0.0008172861,0.001035164,0.0004327892,0.0006684513,0.001366831],"category_scores_gemma":[0.002191516,0.0006190302,0.001225348,0.0008874646,0.0003908579,0.0006836252,0.0008035899,0.0008065285,0.0001540458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004158599,"about_ca_system_score_gemma":0.0008578516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482894,"about_ca_topic_score_gemma":0.0412117,"domain_scores_codex":[0.9996779,0.000118316,0.00004438019,0.00003490035,0.00004450386,0.00008006815],"domain_scores_gemma":[0.9990692,0.0002479002,0.0002775692,0.00003245866,0.000081062,0.0002918339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004474791,0.00006260433,0.9988864,0.000008164977,0.00005689805,0.00003178578,0.0001968259,0.00001168471,0.00005248172,0.00001011501,0.000009549211,0.0006288231],"study_design_scores_gemma":[0.000004664027,0.0001059293,0.9986845,0.000006687036,0.00006136349,0.00004845625,0.0009548757,0.00006942925,0.00002225817,0.00001237685,0.00002761699,0.000001739764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995543,0.0002718332,0.00001409402,0.00002554602,0.000002461609,0.000006240342,0.00003780797,5.242388e-7,0.0000870489],"genre_scores_gemma":[0.9995435,0.0001918332,0.00004110717,0.00001914606,0.000004230482,0.000005868235,0.00005358442,3.832023e-7,0.0001401981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01482894,"threshold_uncertainty_score":0.02948529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443948779225098,"score_gpt":0.307609623006903,"score_spread":0.2731701352146521,"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."}}