{"id":"W3121156648","doi":"10.1080/09540121.2021.1874274","title":"Drug and alcohol use among people living with HIV in care in the United States by geographic region","year":2021,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Human immunodeficiency virus (HIV); Drug; Medicine; Gerontology; Alcohol; Environmental health; Family medicine; Psychiatry","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":[0.0003347014,0.0001623739,0.0002204039,0.0007960761,0.0005548024,0.0004855088,0.0003584576,0.000230421,0.001779121],"category_scores_gemma":[0.001772689,0.0001871687,0.0004195937,0.00154143,0.000228481,0.0006121233,0.0006458468,0.0005775011,0.0001815846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000736353,"about_ca_system_score_gemma":0.0007460411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1234252,"about_ca_topic_score_gemma":0.1761061,"domain_scores_codex":[0.9996207,0.00008258301,0.00006125891,0.00008100455,0.00008889977,0.00006561175],"domain_scores_gemma":[0.9990233,0.00009789176,0.0005142866,0.0000274079,0.0001810324,0.0001561099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001420512,0.00002336946,0.9958346,0.00002308903,0.00005038045,0.00003687393,0.0001857717,0.00003552094,0.00003632272,0.00001877703,0.001183753,0.00255728],"study_design_scores_gemma":[0.000004238737,0.0000267126,0.9983491,0.0000449434,0.00003179163,0.0001052901,0.0007989644,0.0001117166,0.00002233058,0.0000211793,0.000480336,0.000003543939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907314,0.00124229,0.00009923831,0.0004465654,0.00002872656,0.00004122643,0.00584842,0.00001383577,0.001548314],"genre_scores_gemma":[0.9949862,0.0009134063,0.0001811663,0.0004033103,0.00002888257,0.00005928756,0.003000275,0.000003918435,0.0004236125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234252,"threshold_uncertainty_score":0.2454135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727393831472126,"score_gpt":0.2722352129117206,"score_spread":0.2549612745969994,"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."}}