{"id":"W4401934467","doi":"10.1093/ofid/ofae449","title":"Outcomes of Antiviral Retreatment for Immunocompromised Hosts With Prolonged Severe Acute Respiratory Syndrome Coronavirus 2 Polymerase Chain Reaction Positivity: A Multicenter Australian Retrospective Case Series","year":2024,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Institute of Infection and Immunity; Doherty Institute","keywords":"Medicine; Retrospective cohort study; Clearance; Coronavirus; Polymerase chain reaction; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Internal medicine; Cohort; Immunology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001966628,0.0003973506,0.0007337019,0.00028201,0.0002972223,0.0002239374,0.0001464747,0.0001290979,0.00001585343],"category_scores_gemma":[0.00008020809,0.0003028937,0.0002783424,0.0003958732,0.0002274906,0.0007993847,0.0001605143,0.0002565222,0.00001642044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282566,"about_ca_system_score_gemma":0.0004894492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888316,"about_ca_topic_score_gemma":0.0008243732,"domain_scores_codex":[0.9979273,0.0001244755,0.0003671008,0.0006701354,0.0003749667,0.0005360367],"domain_scores_gemma":[0.998875,0.0001331233,0.000149174,0.0005151817,0.0002218211,0.0001057364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01057219,0.001587786,0.9360102,0.0004518032,0.003043035,0.01520838,0.000322519,2.170197e-7,0.02830102,0.0001652586,0.0002245087,0.004113093],"study_design_scores_gemma":[0.02308814,0.02005321,0.8213768,0.001301174,0.003250276,0.01563086,0.001010501,0.0001104129,0.1091281,0.0002806738,0.003721235,0.001048566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991785,0.0003276025,0.00001463134,0.0005193395,0.000180572,0.005103411,0.001224188,0.0001951716,0.0006500527],"genre_scores_gemma":[0.9963151,0.00000463632,0.00004552209,0.00170495,0.00003345405,0.001261157,0.00006360078,0.00008514787,0.0004864182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1146334,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383327307809996,"score_gpt":0.3495694621147786,"score_spread":0.3257361890366787,"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."}}