{"id":"W2548309705","doi":"10.1186/s12875-016-0548-2","title":"Feasibility of alcohol screening among patients receiving opioid treatment in primary care","year":2016,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"Irish Research Council; European Commission; Third Health Programme; Medical Research Council; Health Research Board","keywords":"Medicine; Intervention (counseling); Brief intervention; Audit; Alcohol; Primary care; Family medicine; Randomized controlled trial; Medical prescription; Emergency medicine; Nursing; 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":[0.01130644,0.0002497761,0.0006712359,0.0003782256,0.001224171,0.0008920102,0.0006503664,0.001289324,0.003790384],"category_scores_gemma":[0.03341161,0.0005536854,0.0007430905,0.0003368685,0.001041983,0.0006899797,0.001004141,0.001027619,0.0003788962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161655,"about_ca_system_score_gemma":0.004199613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006331291,"about_ca_topic_score_gemma":0.01138991,"domain_scores_codex":[0.9889803,0.007705616,0.0006369046,0.0005061592,0.001277474,0.0008935215],"domain_scores_gemma":[0.9798835,0.01203528,0.003711901,0.0008410118,0.001262141,0.002266154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02471279,0.03277862,0.7466716,0.002075353,0.0003837088,0.0006225524,0.01150511,0.000676863,0.003853807,0.0001702316,0.002274227,0.1742751],"study_design_scores_gemma":[0.006556015,0.09795315,0.8877876,0.0004775817,0.0003166698,0.0003365074,0.003358598,0.0008143778,0.0007882595,0.0001501403,0.00141415,0.00004700368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966575,0.000274895,0.0001627381,0.0005842037,0.00002118322,0.001304748,0.00006338566,0.00001050913,0.0009208954],"genre_scores_gemma":[0.9973003,0.0002217732,0.00103025,0.0002651796,0.00002916323,0.0009647235,0.00006259041,0.000001244997,0.0001248911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130644,"threshold_uncertainty_score":0.05979496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07441424346997955,"score_gpt":0.326212616434624,"score_spread":0.2517983729646444,"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."}}