{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004295792,0.001791938,0.001426615,0.0003264803,0.0006716653,0.001526668,0.001024942,0.002510267,0.01485066],"category_scores_gemma":[0.005410702,0.0004759328,0.001585504,0.0003526914,0.0010049,0.001074345,0.001162795,0.003059191,0.002178779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232187,"about_ca_system_score_gemma":0.003705196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008384858,"about_ca_topic_score_gemma":0.001891246,"domain_scores_codex":[0.9978755,0.00138568,0.0001393594,0.0001816014,0.0001631476,0.000254735],"domain_scores_gemma":[0.9981332,0.0004956718,0.0004463687,0.0001352686,0.0002117617,0.0005776731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.916337,0.01053585,0.001820129,0.005699421,0.001399074,0.0001491498,0.0002236733,0.001043591,0.00275173,0.001469374,0.02120899,0.03736189],"study_design_scores_gemma":[0.9176974,0.05949808,0.004552811,0.001324102,0.0007519973,0.00008887529,0.0001091007,0.0007479181,0.0009044248,0.001745842,0.01252846,0.00005096247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3538002,0.00676541,0.004648224,0.009967686,0.002617375,0.57411,0.01440917,0.0005497924,0.03313213],"genre_scores_gemma":[0.3272646,0.002563215,0.007688021,0.006961723,0.0008629317,0.6414101,0.003973436,0.00005012189,0.009225802],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01485066,"threshold_uncertainty_score":0.04968035,"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."}}