{"id":"W4321598437","doi":"10.1093/cid/ciad103","title":"The Testing Imperative: Why the US Ending the Human Immunodeficiency Virus (HIV) Epidemic Program Needs to Renew Efforts to Expand HIV Testing in Clinical and Community-Based Settings","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Simon Fraser University","funders":"National Institute on Minority Health and Health Disparities; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Mental Health; Center for AIDS Research, University of Washington","keywords":"Human immunodeficiency virus (HIV); Medicine; HIV screening; Disease control; Disease; Test (biology); Environmental health; Family medicine; Men who have sex with men; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.03341459,0.0005171071,0.0008198685,0.000972613,0.005749494,0.01098564,0.00282375,0.009154208,0.00866653],"category_scores_gemma":[0.08550678,0.0005116028,0.0009564684,0.00154034,0.009977148,0.01152975,0.005227914,0.01838785,0.001420684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008729083,"about_ca_system_score_gemma":0.05335251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04677797,"about_ca_topic_score_gemma":0.08140078,"domain_scores_codex":[0.9805423,0.01153047,0.000896562,0.001024946,0.003455093,0.00255058],"domain_scores_gemma":[0.9185337,0.04161772,0.005430044,0.002321892,0.01667978,0.01541688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002328501,0.0006718144,0.03211821,0.001530966,0.0001428421,0.0007071036,0.00597815,0.000961565,0.001155935,0.09433323,0.5687667,0.2934007],"study_design_scores_gemma":[0.0002738923,0.0008895323,0.0545622,0.009747578,0.0004199243,0.001355817,0.04495754,0.003143822,0.003066437,0.1908289,0.6903804,0.0003738986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004071863,0.003664813,0.0009837704,0.9852624,0.001228167,0.00002586517,0.00006752108,0.00006778424,0.004627822],"genre_scores_gemma":[0.268705,0.01194918,0.009107683,0.7028871,0.003135354,0.0001662505,0.0002056056,0.0001739922,0.003669658],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04677797,"threshold_uncertainty_score":0.1767153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203350957826607,"score_gpt":0.4718751368956531,"score_spread":0.3515400411129924,"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."}}