{"id":"W2104961418","doi":"10.1503/cmaj.070010","title":"Alcohol use and misuse","year":2007,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Addiction; Alcohol addiction; Alcohol; Medicine; Data science; Environmental health; Psychiatry; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006258112,0.0003221222,0.000668623,0.00239377,0.002891533,0.001650481,0.0009120239,0.0004936443,0.01546262],"category_scores_gemma":[0.002697732,0.0001807559,0.0008033032,0.004941991,0.0004276459,0.0005650793,0.0009947887,0.0009262132,0.001609322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01499119,"about_ca_system_score_gemma":0.03362628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9747574,"about_ca_topic_score_gemma":0.9857178,"domain_scores_codex":[0.9971808,0.0001186352,0.0001543283,0.0001626351,0.001864035,0.000519576],"domain_scores_gemma":[0.9976373,0.00006467223,0.000257118,0.00004345728,0.001453022,0.0005444615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001763692,0.0002190097,0.7772766,0.0008490008,0.0002659412,0.0002101242,0.001131129,0.0002140514,0.0002814238,0.001749901,0.105391,0.1122355],"study_design_scores_gemma":[0.000007261882,0.00002733089,0.9635477,0.0002839171,0.00005805515,0.0001324302,0.0006617235,0.0001195829,0.00005973281,0.000195433,0.03488204,0.00002464453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.397873,0.04252359,0.001524968,0.01204862,0.0008771489,0.001656463,0.3226971,0.0003422183,0.2204569],"genre_scores_gemma":[0.876108,0.02897226,0.002212496,0.002815869,0.0002563376,0.0004051839,0.05311881,0.00006008425,0.03605102],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9747574,"threshold_uncertainty_score":0.1087692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308583151593376,"score_gpt":0.2827829195001049,"score_spread":0.2596970879841712,"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."}}