{"id":"W2598181178","doi":"","title":"Alcohol Abuse Prevention and Treatment in Health Care Settings: Screening and Brief Intervention","year":2011,"lang":"en","type":"article","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alcohol abuse; Quarter (Canadian coin); Socioeconomic status; Intervention (counseling); Marital status; Medicine; Psychiatry; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003755626,0.0007847321,0.00155859,0.002087809,0.003132621,0.001952405,0.001955066,0.001815767,0.01937879],"category_scores_gemma":[0.01260268,0.0006955035,0.001126861,0.001553365,0.0007082418,0.001981033,0.004516138,0.00403001,0.001952538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396331,"about_ca_system_score_gemma":0.02011516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767683,"about_ca_topic_score_gemma":0.03867151,"domain_scores_codex":[0.9964134,0.001774259,0.0002648,0.0001964541,0.0006622858,0.0006887654],"domain_scores_gemma":[0.9949994,0.001117034,0.0006592415,0.0001308541,0.0007114055,0.00238204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003488746,0.02462268,0.02397335,0.003948075,0.0001218433,0.0005850431,0.002379346,0.0006632405,0.0003074059,0.00227745,0.1259895,0.8147832],"study_design_scores_gemma":[0.009554351,0.01757794,0.639728,0.07483534,0.001601522,0.005584347,0.0281231,0.01063047,0.0014943,0.02758607,0.1828295,0.000455066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3298696,0.09226819,0.02147565,0.304376,0.006784915,0.05993468,0.003188737,0.001872075,0.1802302],"genre_scores_gemma":[0.6768061,0.1296602,0.07550342,0.04314307,0.004924981,0.05056772,0.002723538,0.00009629568,0.01657471],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01937879,"threshold_uncertainty_score":0.06482846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0496474751713286,"score_gpt":0.325552208390964,"score_spread":0.2759047332196354,"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."}}