{"id":"W2119016591","doi":"10.1093/cid/ciu044","title":"Disparities in the Quality of HIV Care When Using US Department of Health and Human Services Indicators","year":2014,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; AIDS Vancouver; McGill University; University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Eye Institute; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; National Center for Advancing Translational Sciences; Health Resources and Services Administration; U.S. Public Health Service; National Institute on Minority Health and Health Disparities; National Center for Research Resources; Centers for Disease Control and Prevention; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Government of Alberta; Agency for Healthcare Research and Quality; Allergan; National Institutes of Health; Canadian Institutes of Health Research; Santen; National Institute of Mental Health; Pfizer; Australian Government; Gilead Sciences; National Institute on Drug Abuse; Bristol-Myers Squibb","keywords":"Medicine; Human immunodeficiency virus (HIV); Human services; Psychological intervention; Health care; Family medicine; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008165843,0.00007897623,0.000435565,0.0001124462,0.00009310348,0.00001301345,0.00008468133,0.00004596215,0.00003359517],"category_scores_gemma":[0.0005914872,0.00005414241,0.0001805634,0.0001171277,0.0003412752,0.00004885804,0.00006035679,0.0001454537,0.00000114103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000031013,"about_ca_system_score_gemma":0.00010629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321574,"about_ca_topic_score_gemma":0.001242552,"domain_scores_codex":[0.9978289,0.0008542803,0.000770591,0.0001578791,0.0002277927,0.0001605678],"domain_scores_gemma":[0.9987736,0.0004632263,0.0002488914,0.0002508798,0.00007517504,0.0001882076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002930386,0.0008144046,0.9929014,0.001418317,0.00004667316,6.503121e-7,0.0003477246,0.000001130219,0.000005488193,0.0007783006,0.000318029,0.003338586],"study_design_scores_gemma":[0.001025693,0.002104874,0.9943432,0.0003805761,0.00004839005,7.62393e-7,0.0008664834,0.00004588217,0.000009746354,0.0006575252,0.000470216,0.00004660894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972048,0.001536946,0.00004960389,0.0002032802,0.00001993175,0.0003294218,0.0001054613,0.000013598,0.0005369868],"genre_scores_gemma":[0.9993546,0.0001121363,0.00001318507,0.0003284443,0.00005083278,0.00001698457,0.00009328761,0.000006447723,0.00002410327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003291977,"threshold_uncertainty_score":0.350954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07623521860846225,"score_gpt":0.4711066814857678,"score_spread":0.3948714628773056,"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."}}