{"id":"W4287446885","doi":"10.2196/34712","title":"Electronic Patient Portal Access, Retention in Care, and Viral Suppression Among People Living With HIV in Southeastern United States: Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Center for AIDS Research, University of Washington; National Institutes of Health; Vanderbilt University","keywords":"Medicine; Poisson regression; Observational study; Viral load; Cohort; Demography; Human immunodeficiency virus (HIV); Internal medicine; Gerontology; Population; Family medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001572442,0.0002821707,0.0004445986,0.0007637959,0.0007792543,0.0008175915,0.0007536433,0.0004933717,0.00150755],"category_scores_gemma":[0.003912576,0.0004000838,0.0007678757,0.002066227,0.0003541854,0.000916047,0.0009332524,0.001172761,0.0002478345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000672145,"about_ca_system_score_gemma":0.001151317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04163735,"about_ca_topic_score_gemma":0.04873522,"domain_scores_codex":[0.9990127,0.0002499656,0.0001901081,0.0001998396,0.0002195771,0.0001278215],"domain_scores_gemma":[0.9964949,0.000462784,0.001806016,0.0003167509,0.0005010153,0.000418495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004565289,0.0000557963,0.9990329,0.0000215118,0.00005629885,0.00001971024,0.00008590561,0.00001527715,0.00002062354,0.00000868153,0.0001982861,0.0004394681],"study_design_scores_gemma":[0.00002060755,0.0001248283,0.9984286,0.00005663583,0.00005964134,0.0001224779,0.0005870363,0.0002308263,0.00002629396,0.00002224016,0.0003155235,0.00000525132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959811,0.0003504751,0.00009497854,0.0000719107,0.000008937323,0.00005732937,0.002995481,0.00000469686,0.0004351461],"genre_scores_gemma":[0.996515,0.0002648073,0.0001831543,0.0001156678,0.00001462993,0.0000938269,0.002599375,0.00000260215,0.0002108934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04163735,"threshold_uncertainty_score":0.08279002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04112646025563558,"score_gpt":0.3771366558695452,"score_spread":0.3360101956139096,"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."}}