{"id":"W3175966682","doi":"10.1093/fampra/cmab035","title":"Antibiotic prescribing and use of corticosteroids for the emergency department management of acute uncomplicated pharyngitis","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Medicine; Pharyngitis; Emergency department; Acute Pharyngitis; Antibiotics; Intensive care medicine; Beta-lactam; Emergency medicine; Medical emergency; Internal medicine; Nursing; Microbiology","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":[0.00006978308,0.00008726111,0.0001723107,0.00002526603,0.00006425136,0.00001164655,0.00002772194,0.00002557789,0.00002262208],"category_scores_gemma":[0.00007274105,0.00006315354,0.00006949543,0.0001726845,0.00003249115,0.0001519369,0.00005905367,0.00004832743,0.00000229072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002087997,"about_ca_system_score_gemma":0.00001988067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007247904,"about_ca_topic_score_gemma":0.000002181373,"domain_scores_codex":[0.9992931,0.00003407041,0.0002647045,0.0001765227,0.0001192541,0.0001123818],"domain_scores_gemma":[0.9990098,0.0002715525,0.0001575835,0.0002843948,0.0002342254,0.00004248222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003820142,0.01084043,0.4866855,0.00264245,0.0423921,0.001028413,0.0005419568,0.0001087018,0.2253117,0.009597491,0.0161335,0.2008975],"study_design_scores_gemma":[0.003376718,0.00081683,0.9346953,0.0002563167,0.008236212,0.0002114581,0.0005222871,0.0005906875,0.02742043,0.00006322513,0.02368686,0.0001236812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918867,0.001546498,0.002513347,0.0007223981,0.0002341458,0.001347524,0.0001095428,0.0000195369,0.001620276],"genre_scores_gemma":[0.9889206,0.0034941,0.006659907,0.0001397544,0.00001098213,0.00005339551,0.00005409979,0.00001252853,0.0006546446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4480097,"threshold_uncertainty_score":0.2575327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.076095246355275,"score_gpt":0.3497191169889759,"score_spread":0.2736238706337009,"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."}}