{"id":"W2261322712","doi":"","title":"Reflections on How a University Binge Drinking Prevention Initiative Supports Alcohol Screening, Brief Intervention, and Referral for Student Alcohol Use.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Binge drinking; Brief intervention; Referral; Intervention (counseling); Moderation; Medicine; Population; Medical education; Psychology; Nursing; Suicide prevention; Environmental health; Poison control; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01826321,0.0008428925,0.00045838,0.0007009255,0.01278038,0.006731455,0.004981358,0.01818172,0.01002081],"category_scores_gemma":[0.04221069,0.0009333178,0.001819382,0.0005855153,0.005526484,0.005884479,0.006802781,0.02859819,0.002153024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.011541,"about_ca_system_score_gemma":0.05809186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.14416,"about_ca_topic_score_gemma":0.3719741,"domain_scores_codex":[0.9830057,0.0094732,0.0006877164,0.0006851933,0.00244829,0.003699866],"domain_scores_gemma":[0.9646749,0.008446907,0.0008839198,0.0009222366,0.005458814,0.01961319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523704,0.001318437,0.003792914,0.0003749109,0.00004502826,0.001610181,0.01463603,0.0003953365,0.0009289362,0.004032186,0.8839867,0.08872698],"study_design_scores_gemma":[0.0001622962,0.0005615297,0.008330363,0.001161371,0.0000591162,0.0006033511,0.03148917,0.0003635251,0.001305401,0.002441804,0.9533156,0.0002064716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006150281,0.002198241,0.0009368962,0.970277,0.01150295,0.000282963,0.0001188032,0.0001523497,0.008380633],"genre_scores_gemma":[0.06527436,0.005304941,0.0102363,0.8758261,0.003952762,0.000763247,0.0001731254,0.000202462,0.03826676],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.14416,"threshold_uncertainty_score":0.2866417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2687169794355699,"score_gpt":0.3802363690035665,"score_spread":0.1115193895679966,"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."}}