{"id":"W2279876962","doi":"10.1177/070674371405900405","title":"Predictors of Alcohol and Drug Dependence","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Outreach; Neighbourhood (mathematics); Population; Public health; Substance dependence; Perception; Health care; Substance use; Gerontology; Demography; Medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000493834,0.000228097,0.0003203484,0.0006479893,0.0006514762,0.0006625626,0.0003255032,0.0003903894,0.004883065],"category_scores_gemma":[0.002978079,0.000195738,0.000392058,0.001087114,0.0003112852,0.0003530983,0.0006174172,0.001125664,0.0003973093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602449,"about_ca_system_score_gemma":0.001128722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02858389,"about_ca_topic_score_gemma":0.03358886,"domain_scores_codex":[0.9994795,0.0001037484,0.00004953182,0.00007732493,0.0001829587,0.0001069046],"domain_scores_gemma":[0.9976215,0.000302093,0.001063537,0.00006249448,0.0003450577,0.0006053883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009852643,0.00002340939,0.9990747,0.000005955658,0.00001420396,0.00003307404,0.00001541578,0.00001442775,0.00001801036,0.00000786222,0.0000722835,0.000710808],"study_design_scores_gemma":[8.030088e-7,0.00001194106,0.9996326,0.000005870125,0.000008855656,0.00009930012,0.00006390616,0.00006606707,0.00001073722,0.00001041642,0.00008820648,0.000001329518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963523,0.0009010365,0.00008383272,0.0003916224,0.00001726691,0.00001932158,0.0006602058,0.000008045075,0.00156641],"genre_scores_gemma":[0.9991876,0.0002570752,0.0000562245,0.00002213033,0.00001328009,0.000005024688,0.0002561108,0.000001499854,0.0002010731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02858389,"threshold_uncertainty_score":0.056835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122758555312053,"score_gpt":0.2438892710685661,"score_spread":0.2316134155373608,"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."}}