{"id":"W2121966275","doi":"10.1186/2046-4053-1-22","title":"Effectiveness of brief interventions as part of the screening, brief intervention and referral to treatment (SBIRT) model for reducing the non-medical use of psychoactive substances: a systematic review protocol","year":2012,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Centre for Addiction and Mental Health; College of Physicians and Surgeons of Ontario; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Ottawa Hospital; University of Toronto; Canadian Centre on Substance Use and Addiction","funders":"University of Toronto; Canadian Institutes of Health Research; Department of Psychiatry, University of Toronto; University of Ottawa","keywords":"Medicine; Psychological intervention; Brief intervention; PsycINFO; MEDLINE; CINAHL; Cochrane Library; Randomized controlled trial; Family medicine; Systematic review; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007993272,0.0007799849,0.01124163,0.0001782726,0.00008630358,0.00002157546,0.0004730761,0.0002307443,0.00002793025],"category_scores_gemma":[0.00407041,0.0003092123,0.004596731,0.0006273682,0.000157753,0.0001630523,0.00008966678,0.000215296,0.000006403468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137308,"about_ca_system_score_gemma":0.0002302738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004392415,"about_ca_topic_score_gemma":0.00005160644,"domain_scores_codex":[0.9881304,0.004191842,0.006037128,0.0005277094,0.0007852042,0.0003277182],"domain_scores_gemma":[0.9885161,0.002483804,0.006496198,0.001941344,0.0003835974,0.0001789448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008049377,0.0004440054,0.0000244688,0.9843867,0.002065516,8.711575e-7,0.0006905575,6.317661e-7,3.87044e-7,0.0001284681,0.00008789468,0.01209002],"study_design_scores_gemma":[0.001403409,0.0005788884,0.00000936652,0.9644498,0.02686226,0.00009256012,0.00008996869,0.00007764516,0.000007825765,0.00001103462,0.006209133,0.0002081468],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002176385,0.6250858,0.001842697,0.00001544097,0.0001009093,0.372877,0.00002564145,0.000009032497,0.00002168158],"genre_scores_gemma":[0.0002074756,0.5817394,0.0003479026,0.00002495332,0.000032178,0.4169977,0.0000280002,0.00005904043,0.0005633009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0441207,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303484540069221,"score_gpt":0.4631224681896896,"score_spread":0.2327740141827675,"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."}}