{"id":"W1993453229","doi":"10.1111/acem.12371","title":"Predictors of Failure of Empiric Outpatient Antibiotic Therapy in Emergency Department Patients With Uncomplicated Cellulitis","year":2014,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Medicine; Cellulitis; Emergency department; Antibiotics; Prospective cohort study; Logistic regression; Emergency medicine; Pediatrics; Internal medicine; Surgery","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":[0.0007510633,0.0002512915,0.0003219383,0.00042989,0.0003245553,0.0006642004,0.0004175422,0.0004848061,0.00199274],"category_scores_gemma":[0.00715727,0.0002409356,0.0002750309,0.0005970673,0.0002474449,0.000427723,0.0003705423,0.0008602692,0.0002055089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245621,"about_ca_system_score_gemma":0.0005970781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861482,"about_ca_topic_score_gemma":0.003449567,"domain_scores_codex":[0.99943,0.0001538421,0.0001027272,0.00007392337,0.0001220161,0.0001175186],"domain_scores_gemma":[0.9933563,0.001753448,0.003468931,0.0001492665,0.0004115815,0.0008604499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004210262,0.00002077206,0.9994192,0.000003147384,0.000005109182,0.00006632262,0.00001276336,0.00001987183,0.00001872098,0.000002731927,0.00005191137,0.0003373268],"study_design_scores_gemma":[0.00001215853,0.000146283,0.9983962,0.00001723943,0.00001689398,0.000647959,0.0001821542,0.0004255235,0.00003821511,0.00001496909,0.00009947227,0.000002946701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993145,0.0002236831,0.00003784431,0.00009340653,0.000006218257,0.000006592362,0.00007615648,0.000001735507,0.0002397962],"genre_scores_gemma":[0.9996833,0.00008765698,0.00004531125,0.00002288052,0.0000134248,0.00000406801,0.0001099716,0.000001001661,0.00003246508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002861482,"threshold_uncertainty_score":0.006666362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02395038314991798,"score_gpt":0.3026545685055465,"score_spread":0.2787041853556285,"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."}}