{"id":"W3002278752","doi":"10.1016/j.jsat.2020.01.006","title":"A review of performance indicators of single-item alcohol screening questions in clinical and population settings","year":2020,"lang":"en","type":"review","venue":"Journal of Substance Abuse Treatment","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine; Intervention (counseling); Brief intervention; Population; Alcohol use disorder; Environmental health; Clinical psychology; Psychiatry; Alcohol","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":[0.0240451,0.001815158,0.00937184,0.01030209,0.0004725413,0.003269187,0.003785445,0.001556642,0.002071505],"category_scores_gemma":[0.0583437,0.001191244,0.008140687,0.01226269,0.001246079,0.002794262,0.002085461,0.001754279,0.0002866714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421862,"about_ca_system_score_gemma":0.00790209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114454,"about_ca_topic_score_gemma":0.02670173,"domain_scores_codex":[0.9851832,0.003935667,0.005568873,0.001697515,0.003340011,0.0002748357],"domain_scores_gemma":[0.9507728,0.03690141,0.006217852,0.0007179803,0.005079112,0.0003108468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006761611,0.000134124,0.01659598,0.37073,0.01779301,0.00007635099,0.0003283738,0.0004039387,0.0002494227,0.0006324472,0.004933785,0.5874464],"study_design_scores_gemma":[0.0007041837,0.001378958,0.1388713,0.598617,0.1283486,0.001549384,0.001350556,0.001051161,0.001205075,0.001272886,0.1252498,0.000401315],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006563151,0.9987785,0.0001318604,0.00008946846,0.0000523727,0.00003802623,0.0001446798,0.000003742568,0.0001050273],"genre_scores_gemma":[0.01109896,0.9865804,0.001452681,0.0003209738,0.00007069833,0.00008804936,0.0003288343,0.000005998626,0.00005343449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0240451,"threshold_uncertainty_score":0.1271641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0949714995759013,"score_gpt":0.3890396689025557,"score_spread":0.2940681693266544,"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."}}