{"id":"W2055360665","doi":"10.1001/jamapsychiatry.2013.1098","title":"A Prospective Assessment of Reports of Drinking to Self-medicate Mood Symptoms With the Incidence and Persistence of Alcohol Dependence","year":2013,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of General Medical Sciences; National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research","keywords":"Persistence (discontinuity); Incidence (geometry); Mood; Medicine; Psychiatry; Prospective cohort study; Alcohol; Psychology; Internal medicine; Biology","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":[0.0002290464,0.0001367358,0.0003499106,0.00007730274,0.00004076912,0.000008342547,0.0001085695,0.00005423928,0.00003238668],"category_scores_gemma":[0.00003509725,0.00007784135,0.00006265865,0.0002879022,0.000135474,0.0001408693,0.00004421221,0.000128024,0.000001033133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004143174,"about_ca_system_score_gemma":0.000217362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007622007,"about_ca_topic_score_gemma":0.0001350361,"domain_scores_codex":[0.9987165,0.00002292226,0.0003440764,0.0002644151,0.0004945673,0.0001575062],"domain_scores_gemma":[0.9987624,0.00008354201,0.000393734,0.0004397651,0.0002369038,0.00008370695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007207166,0.0001719697,0.994168,0.0000969761,0.0002489433,0.000008436032,0.003375496,0.000004031972,0.0009745839,0.0003040044,0.00009916411,0.0004762724],"study_design_scores_gemma":[0.001448638,0.0006299242,0.990913,0.000668731,0.0002500075,0.0001333495,0.003753914,0.00005945045,0.001806801,0.0002506623,0.000004475931,0.00008109941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994603,0.0003634204,0.000084122,0.002359527,0.00009058926,0.0008951778,6.290782e-7,0.0000218195,0.001581671],"genre_scores_gemma":[0.9872184,0.00003830351,0.01233494,0.0002113298,0.00003433595,0.00007914201,9.890384e-7,0.00001182079,0.00007078067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01225082,"threshold_uncertainty_score":0.3174278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009420820490280457,"score_gpt":0.2678515910953911,"score_spread":0.2584307706051107,"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."}}