{"id":"W1571755218","doi":"10.1080/15504263.2015.1027630","title":"Psychosocial Interventions for Problem Alcohol Use in Primary Care Settings (PINTA): Baseline Feasibility Data","year":2015,"lang":"en","type":"article","venue":"Journal of Dual Diagnosis","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Irish Research Council","keywords":"Medicine; Brief intervention; Alcohol Use Disorders Identification Test; Psychosocial; Referral; Methadone maintenance; Psychological intervention; Audit; Abstinence; Intervention (counseling); Medical record; Methadone; Family medicine; Psychiatry; Emergency medicine; Poison control; Injury prevention; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005795882,0.0004815921,0.0004510298,0.0008535551,0.001189298,0.000845651,0.0007712987,0.0007972916,0.003785677],"category_scores_gemma":[0.01348186,0.0005742881,0.0007193646,0.0007082731,0.0006837105,0.0007153149,0.001860889,0.0008634613,0.0006720652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556142,"about_ca_system_score_gemma":0.004839892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008728217,"about_ca_topic_score_gemma":0.02096442,"domain_scores_codex":[0.9948715,0.003158218,0.000396999,0.0002574777,0.0008575317,0.0004583624],"domain_scores_gemma":[0.9907551,0.003971296,0.001984803,0.000503481,0.001541147,0.001244125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01615007,0.07041864,0.6919065,0.003601336,0.0004899199,0.0009040427,0.007748725,0.0005804985,0.003024754,0.0001815503,0.002528162,0.2024658],"study_design_scores_gemma":[0.006905909,0.06295911,0.9244334,0.0004051525,0.0002157134,0.0003270647,0.00171491,0.0003694405,0.0004285618,0.00008748627,0.002125188,0.00002802778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824594,0.0006347242,0.0002823842,0.000518415,0.00001614086,0.01277382,0.0005882978,0.00002401964,0.00270279],"genre_scores_gemma":[0.9773065,0.000921944,0.00367285,0.0005028519,0.00005315185,0.01607465,0.0008071364,0.00000480682,0.0006562069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008728217,"threshold_uncertainty_score":0.03065193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2351882832745074,"score_gpt":0.4140905962834644,"score_spread":0.178902313008957,"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."}}