{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01074331,0.0009089274,0.0006715556,0.002327393,0.0006045546,0.001372889,0.0006543915,0.0009708942,0.002621668],"category_scores_gemma":[0.02255791,0.0003236481,0.001236052,0.002007938,0.001072927,0.0007679331,0.0008883435,0.0003815703,0.0005490041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007999197,"about_ca_system_score_gemma":0.0009641681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01825687,"about_ca_topic_score_gemma":0.02225251,"domain_scores_codex":[0.9938915,0.00302097,0.0005602645,0.0008664593,0.001454333,0.0002064883],"domain_scores_gemma":[0.9789698,0.009129383,0.005414531,0.001493704,0.00457008,0.0004225655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005183726,0.0001616306,0.9763572,0.0006223539,0.0006477048,0.0001160186,0.001210964,0.000231718,0.0002853566,0.0001297305,0.0008024721,0.0189165],"study_design_scores_gemma":[0.00007306406,0.0004754161,0.9962342,0.0003221979,0.0004746106,0.0002105101,0.0005095241,0.0005656093,0.0001990426,0.00005610303,0.0008547258,0.00002491854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903896,0.004511215,0.001048472,0.0002540192,0.00005760035,0.000116757,0.001932888,0.00001981606,0.001669703],"genre_scores_gemma":[0.9953125,0.00163095,0.0006044781,0.00008889613,0.00004954888,0.0001325145,0.001895219,0.000007240984,0.0002786021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01825687,"threshold_uncertainty_score":0.05681676,"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."}}