{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004531803,0.0001535447,0.0002449749,0.0005776767,0.0003956732,0.0004241422,0.0002334693,0.0003147892,0.002253313],"category_scores_gemma":[0.005933381,0.0001327155,0.0002996121,0.0006888867,0.0001955542,0.0003175249,0.000221489,0.0005448036,0.0002254862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070394,"about_ca_system_score_gemma":0.001154877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002819587,"about_ca_topic_score_gemma":0.005027894,"domain_scores_codex":[0.9989716,0.0002866082,0.0002482661,0.00007996437,0.0002673394,0.0001462117],"domain_scores_gemma":[0.9955935,0.0008676985,0.002806206,0.00005659427,0.0003139151,0.0003621346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009313475,0.0000493408,0.9904552,0.00009028996,0.0000308806,0.001889581,0.00009201642,0.00006824711,0.0002538671,0.00002570681,0.0006217092,0.00632999],"study_design_scores_gemma":[0.00001415106,0.0001427859,0.9878119,0.0002773247,0.00003881963,0.009774772,0.0004182161,0.0002274101,0.0002054935,0.00003629948,0.001045747,0.00000697609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858928,0.007510336,0.0002113758,0.00093361,0.00007164892,0.00005462664,0.0004047251,0.00001479604,0.004906035],"genre_scores_gemma":[0.997322,0.001874105,0.0002659418,0.0001843932,0.00006047061,0.00001298396,0.0001582236,0.000003200314,0.0001186009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002819587,"threshold_uncertainty_score":0.00753814,"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."}}