{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055647,0.0003221951,0.0005418987,0.0004063334,0.0004062981,0.0001273964,0.0002352234,0.000131078,0.00005886337],"category_scores_gemma":[0.0007765109,0.0002862742,0.0001185541,0.0003214971,0.0002720059,0.0005342132,0.0001664065,0.0003981645,0.0000166443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284846,"about_ca_system_score_gemma":0.00004527664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227287,"about_ca_topic_score_gemma":0.001269359,"domain_scores_codex":[0.9978704,0.0003803048,0.0004755536,0.0004245803,0.0003222219,0.0005268939],"domain_scores_gemma":[0.9975181,0.00112123,0.0005235014,0.0002283449,0.0003760736,0.0002327091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001966824,0.00008457838,0.9443324,0.000009254555,0.00111854,0.00009085508,0.04730885,0.00003444487,0.00122891,0.0001144374,0.001170884,0.00431017],"study_design_scores_gemma":[0.002002131,0.001135623,0.9807817,0.0001033798,0.0001792354,0.00009424657,0.01461496,0.00002718516,0.0002985632,0.0003763388,0.00007230804,0.0003143034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895616,0.0009512245,0.004314389,0.0001013841,0.000681707,0.0004447961,0.000005227707,0.00004007483,0.003899663],"genre_scores_gemma":[0.9988607,0.0001099825,0.0001925633,0.0004059535,0.0002901238,0.00002788081,0.000001293547,0.00004996547,0.00006156191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03644933,"threshold_uncertainty_score":0.9999589,"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."}}