{"id":"W2031064964","doi":"10.1016/j.drugalcdep.2012.06.009","title":"Prevalence and correlates of alcohol use disorders during antiretroviral treatment in injection-driven HIV epidemics in Vietnam","year":2012,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Alcohol Use Disorders Identification Test; Medicine; Binge drinking; Environmental health; Psychological intervention; Psychiatry; Harm reduction; Poison control; Injury prevention; Human immunodeficiency virus (HIV); Family medicine","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":[0.0002655484,0.0001414869,0.000270717,0.0002523383,0.00005736911,0.00001677751,0.0000582545,0.00006596361,0.00002936393],"category_scores_gemma":[0.000248256,0.0001205152,0.00006513074,0.0001798187,0.0001404596,0.0005060668,0.0000647676,0.0002247409,0.000007018321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007669243,"about_ca_system_score_gemma":0.00003186566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137586,"about_ca_topic_score_gemma":0.0007209303,"domain_scores_codex":[0.9987873,0.0001032395,0.0003307098,0.0002430836,0.000177754,0.0003579069],"domain_scores_gemma":[0.9994256,0.0001417658,0.00007077414,0.0001645788,0.00002839085,0.0001688705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010751,0.000297834,0.9921132,0.0002124877,0.00002328374,0.00001353471,0.001309128,0.0000209196,0.001592212,0.00005506599,0.00003048417,0.004230815],"study_design_scores_gemma":[0.001886344,0.000514548,0.991353,0.0006217496,0.00003145477,0.00005319891,0.0005238876,0.003847721,0.000984837,0.00003726541,0.00003121166,0.0001147326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965888,0.002439453,0.00002469408,0.0001226858,0.00003191912,0.0004222022,0.00002612253,0.00001402673,0.0003301403],"genre_scores_gemma":[0.9910424,0.00560423,0.000140686,0.000008801963,0.00002313623,0.00004087951,0.000008940239,0.00001130065,0.003119604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005546335,"threshold_uncertainty_score":0.4914467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565211964778879,"score_gpt":0.3152715290986076,"score_spread":0.2896194094508188,"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."}}