{"id":"W2568470585","doi":"10.1016/j.diagmicrobio.2016.12.015","title":"Infectious diseases specialist management improves outcomes for outpatients diagnosed with cellulitis in the emergency department: a double cohort study","year":2017,"lang":"en","type":"article","venue":"Diagnostic Microbiology and Infectious Disease","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph's Hospital; Western University","funders":"","keywords":"Medicine; Cellulitis; Cohort; Emergency department; Referral; Retrospective cohort study; Logistic regression; Internal medicine; Emergency medicine; Pediatrics; 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":[0.001439294,0.0003989609,0.0005346661,0.0006210811,0.0004915077,0.001068716,0.0004828053,0.0007862081,0.00200477],"category_scores_gemma":[0.004950327,0.000496937,0.0009870379,0.0006443482,0.0003076788,0.0006550957,0.0005983693,0.000815185,0.0002427762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004034671,"about_ca_system_score_gemma":0.0004446382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00359338,"about_ca_topic_score_gemma":0.004482587,"domain_scores_codex":[0.9987773,0.0004290187,0.00009561651,0.0002814338,0.0001643122,0.0002522751],"domain_scores_gemma":[0.9969549,0.0006541348,0.001243108,0.0004035823,0.000226811,0.000517438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00133207,0.000246866,0.9970286,0.00001156672,0.0001635435,0.00009152921,0.00006777352,0.00001317385,0.000143167,0.000009917552,0.00007656433,0.0008153038],"study_design_scores_gemma":[0.000158272,0.000916748,0.998098,0.00001087848,0.0001129904,0.0002304121,0.0001903685,0.0001185339,0.00005689317,0.0000159063,0.00008489281,0.000006262717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995897,0.0001526485,0.00002198283,0.00002321792,0.000006260281,0.00001140503,0.00008621768,8.599358e-7,0.0001075893],"genre_scores_gemma":[0.9995894,0.00009213672,0.00003480739,0.00002923362,0.00001650538,0.00000924673,0.00014207,0.000001215744,0.00008537994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00359338,"threshold_uncertainty_score":0.007611752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915757585471646,"score_gpt":0.2734549016061259,"score_spread":0.2642973257514095,"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."}}