{"id":"W1989855260","doi":"10.4088/jcp.11m07345","title":"A Longitudinal Investigation of the Role of Self-Medication in the Development of Comorbid Mood and Drug Use Disorders","year":2012,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research","keywords":"Mood disorders; Mood; Psychiatry; Medicine; Odds ratio; Alcohol use disorder; Logistic regression; Drug; Substance abuse; Comorbidity; Longitudinal study; Population; Clinical psychology; Internal medicine; Alcohol; Environmental health; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002768264,0.00007335522,0.0003049739,0.00004576587,0.00003302405,0.000001831408,0.0001628303,0.00004988284,0.000006737582],"category_scores_gemma":[0.0002369468,0.0000306468,0.0001159577,0.0001573295,0.0001943076,0.0001038844,0.00001957408,0.0002613091,4.3509e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000111477,"about_ca_system_score_gemma":0.0002091337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009185989,"about_ca_topic_score_gemma":0.0002159494,"domain_scores_codex":[0.9981712,0.0002761565,0.001056393,0.00004471152,0.0003617078,0.00008979911],"domain_scores_gemma":[0.9978892,0.0008140419,0.0009743539,0.0002010322,0.000068111,0.0000532893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002664743,0.000405972,0.9882362,0.00002420169,0.0001239656,3.757684e-8,0.009347536,0.000001301255,0.00004334075,0.0001814896,0.000119424,0.001249992],"study_design_scores_gemma":[0.001867718,0.0001076318,0.991574,0.0002208489,0.0002908496,0.000009342423,0.004135494,0.00001021516,0.0003013953,0.001377049,0.0000772096,0.00002821587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942513,0.001515847,0.0000138778,0.003653059,0.0003000667,0.0001737142,4.563117e-7,0.00000175211,0.00008988875],"genre_scores_gemma":[0.9971597,0.0004089941,0.002161424,0.0001467482,0.0001091208,0.000001070934,7.718286e-7,0.00000506869,0.000007116834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005212042,"threshold_uncertainty_score":0.124974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04816746856702576,"score_gpt":0.3493415889448068,"score_spread":0.3011741203777811,"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."}}