{"id":"W4286457250","doi":"10.1093/ofid/ofac336","title":"Toward Ending the HIV Epidemic: Temporal Trends and Disparities in Early ART Initiation and Early Viral Suppression Among People Newly Entering HIV Care in the United States, 2012–2018","year":2022,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Medicine; Human immunodeficiency virus (HIV); Virology; Gerontology; Coronavirus disease 2019 (COVID-19); Internal medicine; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003647908,0.0001544948,0.0002440489,0.0004492793,0.0005043832,0.0003215145,0.0002101883,0.00003392697,0.0002314755],"category_scores_gemma":[0.0001489191,0.000107008,0.00007598283,0.0004890767,0.0001204543,0.0007332747,0.0005257322,0.0003807397,0.000003265439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397147,"about_ca_system_score_gemma":0.00004778923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412675,"about_ca_topic_score_gemma":0.006801102,"domain_scores_codex":[0.9982888,0.0005009875,0.0003112027,0.0002531426,0.0002743488,0.0003715629],"domain_scores_gemma":[0.9993467,0.0001900169,0.00009050293,0.0002085053,0.00003523655,0.0001289874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000228007,0.0001495891,0.9721763,0.00006314881,0.00002430295,0.00002863209,0.004645404,0.00005324704,0.00001157748,0.0001687838,0.02072654,0.00172444],"study_design_scores_gemma":[0.002031605,0.001300066,0.9769713,0.0002226105,0.00004517946,0.00003100067,0.01025349,0.001667685,0.000007010333,0.0002826385,0.00705306,0.0001343992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928674,0.0007004057,0.00005853421,0.002609943,0.00004886436,0.000714674,0.0003691189,0.00002822611,0.002602801],"genre_scores_gemma":[0.9964558,0.0001614214,0.000005496422,0.000209993,0.00002749536,0.0004824129,0.001082334,0.00002032113,0.001554713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367348,"threshold_uncertainty_score":0.9924383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055742172731127,"score_gpt":0.3063194811263642,"score_spread":0.2857620593990529,"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."}}