{"id":"W2003082239","doi":"10.1310/hct1503-116","title":"Factors Associated With Study Attrition Among HIV-Infected Risky Drinkers in St. Petersburg, Russia","year":2014,"lang":"en","type":"article","venue":"HIV Clinical Trials","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; McMaster University","keywords":"Medicine; Attrition; Binge drinking; Logistic regression; Proportional hazards model; Demography; Hazard ratio; Human immunodeficiency virus (HIV); Psychiatry; Gerontology; Internal medicine; Environmental health; Confidence interval; Family medicine; Poison control; Suicide prevention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008948009,0.0001254165,0.0005025276,0.000631755,0.0008536706,0.0008001286,0.0005262724,0.0003718173,0.001088348],"category_scores_gemma":[0.01473858,0.0002175751,0.0004966266,0.0008660656,0.0003626348,0.0004591577,0.000816393,0.0005534659,0.0001061173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006951967,"about_ca_system_score_gemma":0.00194914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041544,"about_ca_topic_score_gemma":0.01357117,"domain_scores_codex":[0.9952375,0.003005471,0.0004545467,0.0003733089,0.0004854826,0.0004437784],"domain_scores_gemma":[0.9911273,0.003031514,0.004316829,0.0005389654,0.000503332,0.0004821087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002373373,0.00002968728,0.993906,0.00007416729,0.000080936,0.00006200882,0.0005884015,0.00005723524,0.00009626,0.00006880639,0.0002817615,0.004517381],"study_design_scores_gemma":[0.00001680952,0.00009130438,0.9982828,0.00009476623,0.00007255503,0.0000837404,0.0005224597,0.0003223332,0.00006517413,0.00008515887,0.0003589084,0.000003964732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975885,0.0009327824,0.0002722701,0.0004991099,0.00001483473,0.00005200752,0.0003282522,0.000005570126,0.0003066091],"genre_scores_gemma":[0.9992005,0.0002194595,0.0001416417,0.00008276555,0.00001217655,0.00007218457,0.000172905,0.000002121952,0.00009627681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041544,"threshold_uncertainty_score":0.04732215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.336297996788277,"score_gpt":0.4753069810055857,"score_spread":0.1390089842173086,"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."}}