{"id":"W2981662240","doi":"10.1111/add.14864","title":"Identifying an accurate self‐reported screening tool for alcohol use disorder: evidence from a Swiss, male population‐based assessment","year":2019,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Research Foundation","keywords":"Alcohol use disorder; Medicine; Gold standard (test); Phosphatidylethanol; Ethyl glucuronide; Population; Psychiatry; Alcohol; Clinical psychology; Environmental health; Internal medicine; Alcohol consumption","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001971758,0.0001850812,0.0002710782,0.0001246654,0.0001463469,0.00009409135,0.00005153218,0.00009282847,0.0004659795],"category_scores_gemma":[0.0001002953,0.0001665938,0.0001359323,0.0001970032,0.000007366087,0.001378585,0.00001355912,0.0001036568,0.00003047671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780964,"about_ca_system_score_gemma":0.00006707002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004869709,"about_ca_topic_score_gemma":0.00030922,"domain_scores_codex":[0.998598,0.00004756306,0.0003834003,0.0004140854,0.0003306514,0.0002262898],"domain_scores_gemma":[0.9987981,0.0003201579,0.0002300398,0.0004497984,0.0001249823,0.00007691368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002638767,0.0001178233,0.9921027,0.00001652464,0.0002511028,0.00001460744,0.0002157181,0.0002471476,0.00309603,0.00001001707,0.0001124517,0.003552041],"study_design_scores_gemma":[0.003392064,0.0001768323,0.9553551,0.0003801507,0.0006412001,0.000009696205,0.0001753018,0.03894608,0.0005839216,0.00002798482,0.000139565,0.0001720875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697831,0.0001499644,0.02798965,0.0001502696,0.0003414591,0.001270279,0.0000160908,0.0002811707,0.00001804279],"genre_scores_gemma":[0.9572865,0.0000387974,0.04018986,0.0001479199,0.0001229725,0.0001446752,0.001534452,0.00003559066,0.0004992452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03869893,"threshold_uncertainty_score":0.6793497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103791984178565,"score_gpt":0.3695281817307752,"score_spread":0.2657361975522101,"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."}}