{"id":"W3092556702","doi":"10.1093/cid/ciaa1547","title":"The Potential Epidemiological Impact of Coronavirus Disease 2019 (COVID-19) on the Human Immunodeficiency Virus (HIV) Epidemic and the Cost-effectiveness of Linked, Opt-out HIV Testing: A Modeling Study in 6 US Cities","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; St. Paul's Hospital; AIDS Vancouver","funders":"Johns Hopkins Bloomberg School of Public Health; Centers for Medicare and Medicaid Services; Centers for Disease Control and Prevention; University of California, Los Angeles; Faculty of Medicine, University of British Columbia; National Institutes of Health; National Institute on Drug Abuse; Arnold Ventures; Johns Hopkins University; Harvard University; University of Washington; Gilead Sciences; New York City Department of Health and Mental Hygiene","keywords":"Medicine; Population; Transmission (telecommunications); Immunology; Pandemic; Epidemiology; Viral load; Virology; Environmental health; Disease; Human immunodeficiency virus (HIV); Coronavirus disease 2019 (COVID-19); Internal medicine; Infectious disease (medical specialty)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004550402,0.0003555013,0.001121425,0.00008436507,0.0005655664,0.00004796393,0.0003252854,0.0001298952,0.00001530129],"category_scores_gemma":[0.08136243,0.0001698308,0.0006647069,0.0004086529,0.001530817,0.00006994574,0.0002614219,0.0008814224,0.000008595495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345097,"about_ca_system_score_gemma":0.0004451802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168351,"about_ca_topic_score_gemma":0.0000333205,"domain_scores_codex":[0.9933168,0.003828391,0.001517944,0.0005914286,0.000349772,0.0003957026],"domain_scores_gemma":[0.9663125,0.03189196,0.0006167862,0.0006033788,0.0002267117,0.000348682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004147497,0.001392677,0.9749014,0.0001048894,0.0002206054,0.00004031477,0.0001842288,0.01606113,0.001250443,0.0002619259,0.00002044225,0.001414471],"study_design_scores_gemma":[0.007523604,0.002310977,0.8683377,0.0002170303,0.0005434644,0.00001096187,0.0004186596,0.1173523,0.00003203434,0.003033926,0.00001344258,0.0002059442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936026,0.001767924,0.0008569139,0.0005354362,0.0001529109,0.002752102,0.00009221059,0.000138774,0.0001011195],"genre_scores_gemma":[0.9976398,0.0001439779,0.000003727836,0.001770304,0.0001721423,0.0002257741,0.000009398535,0.00003137644,0.000003466347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065637,"threshold_uncertainty_score":0.9263756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3238864558985927,"score_gpt":0.4829602717462603,"score_spread":0.1590738158476676,"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."}}