{"id":"W2806826515","doi":"10.1080/07448481.2018.1462821","title":"Efficacy of interventions targeting alcohol, drug and smoking behaviors in university and college students: A review of randomized controlled trials","year":2018,"lang":"en","type":"review","venue":"Journal of American College Health","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; College health; Medicine; Randomized controlled trial; Drug; Alcohol consumption; Alcohol; Environmental health; Gerontology; Family medicine; Psychiatry; 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":[0.009084947,0.001877827,0.01180541,0.004950694,0.0005773382,0.002033378,0.002221399,0.002116198,0.004954462],"category_scores_gemma":[0.03580979,0.001056486,0.01080119,0.004543335,0.0007972691,0.00154718,0.001054997,0.001704597,0.000264692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829964,"about_ca_system_score_gemma":0.004478671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003841664,"about_ca_topic_score_gemma":0.007387438,"domain_scores_codex":[0.9941328,0.002055974,0.002148567,0.0005374479,0.0009596759,0.0001654703],"domain_scores_gemma":[0.9765579,0.01801029,0.003541188,0.0003014482,0.001340696,0.000248411],"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":[0.002314751,0.00009173685,0.0005130251,0.8913677,0.02503213,0.00006244482,0.00008732828,0.0001566109,0.0002400032,0.0001655129,0.001122186,0.0788465],"study_design_scores_gemma":[0.004364992,0.002002161,0.005780226,0.6272883,0.3368011,0.000405261,0.0002484789,0.0002381325,0.0006736845,0.0005317837,0.02160353,0.0000623608],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000937958,0.9982633,0.0001072995,0.0001054935,0.00006991793,0.0002403524,0.0001071519,0.000008289062,0.0001602328],"genre_scores_gemma":[0.01723618,0.9807658,0.0007585975,0.0003264253,0.00009000741,0.0005811928,0.0001395079,0.000006828729,0.00009550687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01180541,"threshold_uncertainty_score":0.04804641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07182304601568064,"score_gpt":0.4381049957564772,"score_spread":0.3662819497407965,"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."}}