{"id":"W4225324884","doi":"10.1111/add.15904","title":"Age‐based differences in quantity and frequency of consumption when screening for harmful alcohol use","year":2022,"lang":"en","type":"article","venue":"Addiction","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Foundation for Alcohol Research and Education; Medical Research Council; Gilead Sciences","keywords":"Alcohol Use Disorders Identification Test; Confidence interval; Cross-sectional study; Medicine; Consumption (sociology); Alcohol consumption; Audit; Demography; Environmental health; Alcohol; Injury prevention; Poison control","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":[0.002610041,0.0002268579,0.0002143434,0.001077778,0.0003043097,0.0005403915,0.000390332,0.0005166065,0.001800569],"category_scores_gemma":[0.008006269,0.0002504082,0.0004600438,0.0008647042,0.0002660897,0.0008232578,0.0005489936,0.0004860112,0.0005021397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274478,"about_ca_system_score_gemma":0.0002891628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006086697,"about_ca_topic_score_gemma":0.01125649,"domain_scores_codex":[0.9978585,0.0008795766,0.0003341124,0.0002642139,0.0005216988,0.0001418573],"domain_scores_gemma":[0.9951897,0.0008428554,0.002637774,0.000281302,0.0007451773,0.0003032253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005136484,0.00003746835,0.9973475,0.00002030091,0.00002718127,0.0000148399,0.0001328474,0.00003897735,0.0001469072,0.00002139668,0.0001389797,0.002022254],"study_design_scores_gemma":[0.00000182185,0.00008759801,0.9992148,0.00001154761,0.00001275501,0.00007287474,0.00009245905,0.0001066277,0.00009646604,0.00003147009,0.0002686895,0.000002886391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941307,0.0005564202,0.001007781,0.0001246384,0.00004033755,0.0001195005,0.001287982,0.00001187476,0.002720882],"genre_scores_gemma":[0.9969651,0.0002388256,0.001186931,0.00007527969,0.00002451266,0.0001053703,0.0008338577,0.000004159614,0.0005659112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006086697,"threshold_uncertainty_score":0.01380336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420073334300418,"score_gpt":0.3236753338314419,"score_spread":0.1816680004014002,"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."}}