{"id":"W2557409325","doi":"10.1371/journal.pone.0166539","title":"Mortality in HIV-Infected Alcohol and Drug Users in St. Petersburg, Russia","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"St petersburg; Drug; Human immunodeficiency virus (HIV); Medicine; Virology; Saint petersburg; Pharmacology; Russian federation; Geography; Pathology","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":[0.0002592475,0.0001583381,0.0002185357,0.0005768003,0.0004302322,0.0004485657,0.0002271618,0.0002286381,0.0005223256],"category_scores_gemma":[0.0004523609,0.0002252885,0.0003296986,0.0004690813,0.0002225943,0.0002859219,0.0006088766,0.0003633117,0.00008898771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668765,"about_ca_system_score_gemma":0.0004525479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01733553,"about_ca_topic_score_gemma":0.02080776,"domain_scores_codex":[0.9998546,0.00004557742,0.00001287596,0.00003001778,0.00002136647,0.00003557863],"domain_scores_gemma":[0.9998523,0.00001941765,0.000070049,0.000008287954,0.00001393393,0.00003589954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008799439,0.00003331641,0.9971967,0.00001743965,0.00004025374,0.00009465752,0.0002663332,0.00008216769,0.0003030604,0.00004061331,0.0001428347,0.001694672],"study_design_scores_gemma":[0.000004495172,0.00005990266,0.9991251,0.00000865964,0.00001619157,0.00009646869,0.0002804746,0.0001565486,0.00005172375,0.00002464654,0.0001734181,0.000002424022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993597,0.0001719047,0.0000293782,0.00003306572,0.000004291771,0.000006025718,0.0002434144,0.000001706138,0.0001505816],"genre_scores_gemma":[0.999339,0.000216727,0.00003492854,0.00001093261,0.000005066226,0.000006528656,0.0002838748,5.74316e-7,0.0001022446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01733553,"threshold_uncertainty_score":0.03446925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07401678978470157,"score_gpt":0.3158635907466837,"score_spread":0.2418468009619822,"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."}}