{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002522801,0.001439835,0.0007755765,0.001033262,0.0009098406,0.002131684,0.002075821,0.002377361,0.003709015],"category_scores_gemma":[0.005420266,0.001077735,0.002924034,0.001331565,0.001151062,0.001807998,0.001439455,0.001981853,0.0002752111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006892353,"about_ca_system_score_gemma":0.003113513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1582656,"about_ca_topic_score_gemma":0.09102282,"domain_scores_codex":[0.9990702,0.0004606016,0.00003446358,0.0001268563,0.00004509156,0.000262776],"domain_scores_gemma":[0.9957446,0.002745556,0.0006340378,0.0001489962,0.000334321,0.0003925572],"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":[0.0002520242,0.0002273588,0.02270103,0.00003194526,0.0001709913,0.0001736129,0.00004426393,0.9736456,0.0001358532,0.00107387,0.0004206371,0.00112278],"study_design_scores_gemma":[0.0002952511,0.0005163654,0.01305828,0.00003407459,0.0002573892,0.0001044675,0.0003153752,0.9833022,0.0002079551,0.001299778,0.0005649114,0.00004395569],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936106,0.0001884628,0.001793181,0.0005978749,0.00001955598,0.00009592234,0.001413801,0.00003109207,0.002249586],"genre_scores_gemma":[0.9963083,0.0002056622,0.001505664,0.0001150602,0.00000837914,0.00007912964,0.0007453695,0.000008599395,0.001023819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582656,"threshold_uncertainty_score":0.3146887,"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."}}