{"id":"W4390828082","doi":"10.1371/journal.pmed.1004325","title":"The forecasted prevalence of comorbidities and multimorbidity in people with HIV in the United States through the year 2030: A modeling study","year":2024,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of Calgary","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of Dental and Craniofacial Research; National Institute of Neurological Disorders and Stroke; 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 of Nursing Research; National Institute of Mental Health; National Heart, Lung, and Blood Institute; National Institute on Alcohol Abuse and Alcoholism; Bloomberg Philanthropies; National Eye Institute; National Institute on Aging; Canadian Institutes of Health Research; Defense Health Agency; National Human Genome Research Institute; Health Resources and Services Administration; Centers for Disease Control and Prevention; Regeneron Pharmaceuticals; National Institutes of Health; Shear Family Foundation; National Cancer Institute; Gilead Sciences; NHLBI Division of Intramural Research; National Institute on Drug Abuse; U.S. Department of Defense; Eli Lilly and Company; Emory University; Agency for Healthcare Research and Quality; Government of Alberta; Janssen Pharmaceuticals; Johns Hopkins University","keywords":"Multimorbidity; Medicine; Human immunodeficiency virus (HIV); Comorbidity; Environmental health; MEDLINE; Demography; Gerontology; Family medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00200725,0.0006658444,0.0005599599,0.0007002745,0.000529822,0.001013137,0.001360082,0.001160766,0.002013256],"category_scores_gemma":[0.005430187,0.0004614998,0.001543349,0.0007420438,0.000386346,0.001067554,0.0008005316,0.001354806,0.0002705346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189336,"about_ca_system_score_gemma":0.001760911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07648066,"about_ca_topic_score_gemma":0.0421075,"domain_scores_codex":[0.9996116,0.0001662518,0.00001906082,0.00009672889,0.00003875398,0.0000676902],"domain_scores_gemma":[0.9975516,0.001495894,0.0002916289,0.0001602593,0.0003023171,0.0001983132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001750433,0.0001631821,0.08087585,0.00003669793,0.0001603095,0.0001280279,0.0001064196,0.9116175,0.0001309565,0.00176598,0.001791275,0.003048784],"study_design_scores_gemma":[0.0000435166,0.000082429,0.006976867,0.00001845118,0.00003949612,0.0000323606,0.00009574514,0.9909365,0.00008544751,0.001236086,0.0004357164,0.00001729025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858581,0.0001685441,0.005703597,0.001146454,0.00003671277,0.00006511526,0.003982848,0.0000862953,0.00295233],"genre_scores_gemma":[0.9933826,0.00012065,0.003512084,0.0001419382,0.00001840523,0.00009189879,0.002027165,0.00001140394,0.0006939922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07648066,"threshold_uncertainty_score":0.152071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06904062506672982,"score_gpt":0.3404024446367009,"score_spread":0.2713618195699711,"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."}}