{"id":"W4386624236","doi":"10.1093/infdis/jiad396","title":"Hospital Readmissions Among Persons With Human Immunodeficiency Virus in the United States and Canada, 2005–2018: A Collaboration of Cohort Studies","year":2023,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; AIDS Vancouver; McGill University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Center for Research Resources; National Institute of Allergy and Infectious Diseases; National Institute of General Medical Sciences; National Institute on Deafness and Other Communication Disorders; National Institute on Drug Abuse; National Institute of Nursing Research; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Alcohol Abuse and Alcoholism; National Eye Institute; National Institute on Aging; Health Resources and Services Administration; Centers for Disease Control and Prevention; National Institutes of Health; McGill University Health Centre; National Institute on Minority Health and Health Disparities; McGill University; National Cancer Institute; Kaiser Permanente; Case Western Reserve University; University of North Carolina at Chapel Hill; Agency for Healthcare Research and Quality; Government of Alberta; University of Texas Southwestern Medical Center; University of Washington; Johns Hopkins University; Canadian Institutes of Health Research; Vanderbilt University","keywords":"Medicine; Confidence interval; Context (archaeology); Cohort; Human immunodeficiency virus (HIV); Demographics; Population; Cohort study; Demography; Antiretroviral therapy; Internal medicine; Pediatrics; Viral load; Immunology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003356855,0.0006230884,0.0007152,0.003157371,0.002374515,0.002076598,0.001237359,0.0003277664,0.0008384591],"category_scores_gemma":[0.005954901,0.0004625893,0.001627933,0.00615676,0.0003996386,0.0004917437,0.001701204,0.000599471,0.0001135375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193163,"about_ca_system_score_gemma":0.02551642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9681724,"about_ca_topic_score_gemma":0.9779221,"domain_scores_codex":[0.9980766,0.0002396476,0.0002617491,0.0004266986,0.0005913065,0.0004040351],"domain_scores_gemma":[0.991484,0.0004687967,0.001683186,0.0006057037,0.004776699,0.0009816416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000474266,0.000007717204,0.9966869,0.00004462631,0.0003712042,0.0000227825,0.0001547977,0.00002846569,0.00002561136,0.00003756779,0.0008040979,0.001768751],"study_design_scores_gemma":[0.000007087827,0.0000111915,0.9978693,0.00009008421,0.0002413334,0.00005420066,0.0005389662,0.0001421136,0.00003508349,0.00001957335,0.0009826126,0.000008521443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619288,0.008377154,0.0005759492,0.0004682903,0.00008155658,0.0002147443,0.02632465,0.00005068196,0.001978233],"genre_scores_gemma":[0.9830293,0.003991059,0.0007918187,0.000183633,0.00002511901,0.0001432695,0.01111239,0.00001345649,0.0007098725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03182757,"threshold_uncertainty_score":0.08657044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232319958423271,"score_gpt":0.3030960423560899,"score_spread":0.2907728427718572,"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."}}