{"id":"W4388286779","doi":"10.1093/cid/ciad666","title":"Early Oral Antibiotic Switch in <i>Staphylococcus aureus</i> Bacteraemia: The <i>Staphylococcus aureus</i> Network Adaptive Platform (SNAP) Trial Early Oral Switch Protocol","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; McGill University Health Centre; Sunnybrook Health Science Centre; Institute of Infection and Immunity; McGill University","funders":"Health Research Council of New Zealand; Institute of Infection and Immunity; National Health and Medical Research Council; Canadian Institutes of Health Research; National Institute for Health and Care Research; Starship Foundation; Radboud Universitair Medisch Centrum; Radboud Universiteit; Lee Kong Chian School of Medicine, Nanyang Technological University; Faculty of Medicine, University of British Columbia; Cardiff University; Charles Darwin University; Deakin University; Hunter Medical Research Institute; Monash University; Menzies School of Health Research; Medical Research Council; National Medical Research Council; University of Toronto; University College London; Canterbury District Health Board; McGill University; University Hospitals Plymouth NHS Trust; McGill University Health Centre; University College London Hospitals NHS Foundation Trust; University of Haifa","keywords":"Staphylococcus aureus; Medicine; Antibiotics; Microbiology; Staphylococcal infections; Bacteria; Biology; Genetics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001507654,0.0008160662,0.001514771,0.0002429914,0.0008557931,0.0001937459,0.0009722718,0.001187937,0.0002346934],"category_scores_gemma":[0.0006923185,0.0005716848,0.0009452681,0.00169677,0.001275441,0.0003788831,0.0004993687,0.00208475,0.001692275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375374,"about_ca_system_score_gemma":0.000575265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006295387,"about_ca_topic_score_gemma":0.001149118,"domain_scores_codex":[0.9935524,0.00110009,0.002005806,0.001322336,0.000249483,0.001769809],"domain_scores_gemma":[0.9954668,0.002151988,0.0007150886,0.001184435,0.0002282655,0.000253438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0265429,0.003782282,0.8356293,0.0001975095,0.001444614,0.000374697,0.0003965003,0.0002341995,0.001996851,0.001086,0.1215787,0.006736469],"study_design_scores_gemma":[0.06687784,0.005957182,0.8631503,0.00061779,0.0005712373,0.000006569771,0.000325135,0.00005174663,0.0007227577,0.003135842,0.05702819,0.001555446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604307,0.00045971,0.00006447604,0.0003138,0.003240456,0.03318634,0.0001843559,0.000753032,0.001367139],"genre_scores_gemma":[0.9911189,0.0001385207,0.00001110926,0.001072785,0.001137733,0.004556371,0.0001377703,0.0001123889,0.001714407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06455051,"threshold_uncertainty_score":0.9996735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606903569733162,"score_gpt":0.3238664116653054,"score_spread":0.2877973759679738,"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."}}