{"id":"W3046273700","doi":"10.1093/alcalc/agaa067","title":"Adaptation of and Protocol for the Validation of the Alcohol Use Disorders Identification Test (AUDIT) in the Russian Federation for Use in Primary Healthcare","year":2020,"lang":"en","type":"review","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mental Health Research Canada; Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Audit; Russian federation; Alcohol Use Disorders Identification Test; Test (biology); Protocol (science); Identification (biology); Adaptation (eye); Health care; Medicine; Psychology; Business; Medical emergency; Poison control; Accounting; Political science; Injury prevention; Alternative medicine; Pathology","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":[0.1222873,0.002197671,0.005044337,0.008694313,0.003043724,0.003467453,0.00331332,0.00321809,0.02778015],"category_scores_gemma":[0.1070959,0.003098275,0.007426932,0.00644634,0.002498513,0.003091395,0.003918304,0.00528404,0.006423414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006368617,"about_ca_system_score_gemma":0.06246913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004590537,"about_ca_topic_score_gemma":0.009782286,"domain_scores_codex":[0.9336548,0.03517982,0.02038256,0.003139777,0.005806329,0.001836695],"domain_scores_gemma":[0.9113472,0.0292243,0.01203487,0.01154231,0.03361589,0.002235438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01779332,0.002773643,0.01306049,0.3397101,0.004033991,0.001965973,0.01838085,0.004017165,0.008732343,0.01488742,0.2181794,0.3564653],"study_design_scores_gemma":[0.04628946,0.005286281,0.08909252,0.1968011,0.006218318,0.002158896,0.008520029,0.003244892,0.008307818,0.01327085,0.619589,0.001220873],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002543038,0.001503063,0.007134517,0.0007855446,0.0004048941,0.9807994,0.00519502,0.0002158461,0.001418623],"genre_scores_gemma":[0.001357234,0.0006126266,0.01608552,0.0001889758,0.00003438615,0.9800265,0.001212326,0.00001626058,0.000466118],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1222873,"threshold_uncertainty_score":0.6467247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1766700680246067,"score_gpt":0.3933308287928486,"score_spread":0.2166607607682419,"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."}}