{"id":"W3201649659","doi":"10.1016/j.drugalcdep.2021.109026","title":"Validation of a single question for the assessment of past three-month alcohol consumption among adolescents","year":2021,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Conrad N. Hilton Foundation","keywords":"Referral; Timeline; Alcohol consumption; Medicine; Primary care; Brief intervention; Psychology; Family medicine; Intervention (counseling); Alcohol; Psychiatry; Statistics; Mathematics","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":[0.0002411079,0.0001048747,0.000222626,0.00004043973,0.00006567698,0.00001376171,0.00004751842,0.00004472392,0.00001796965],"category_scores_gemma":[0.00004757009,0.0000736333,0.00008021072,0.00009229427,0.00008755207,0.0001210799,0.00002043137,0.00006416973,9.451202e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003593193,"about_ca_system_score_gemma":0.00004492522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000316043,"about_ca_topic_score_gemma":0.0001833089,"domain_scores_codex":[0.9991526,0.000037835,0.0002419663,0.0001911313,0.0002566765,0.0001197633],"domain_scores_gemma":[0.9992342,0.0001591864,0.0001661158,0.0002075717,0.0001917265,0.00004119147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006799644,0.0001882967,0.9706508,0.0001306197,0.00007340686,0.00000626571,0.0002445667,0.00002475818,0.02477269,0.0001967508,0.00003199988,0.003611869],"study_design_scores_gemma":[0.00231926,0.00006981879,0.8941551,0.0006272458,0.000301227,0.00001101909,0.000362422,0.001001216,0.10096,0.0001125039,0.000009860466,0.00007035021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952552,0.0007139678,0.003136183,0.0001726161,0.0001156848,0.0004997745,0.000007398672,0.00001704564,0.00008210011],"genre_scores_gemma":[0.9985417,0.0002406081,0.0008911534,0.00003747603,0.00004287152,0.00003794189,0.00004651244,0.000009401471,0.0001522992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07649566,"threshold_uncertainty_score":0.3002679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635818125027567,"score_gpt":0.3331211406800719,"score_spread":0.2867629594297962,"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."}}