{"id":"W2982232152","doi":"10.1093/ofid/ofz360.531","title":"458. Diagnostic Accuracy and Management of Suspected Moderate to Severe Cellulitis Referred to an Infectious Diseases Outpatient Parenteral Antibiotic Clinic: A Prospective Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Victoria; University of British Columbia","funders":"","keywords":"Medicine; Cellulitis; Emergency department; Outpatient clinic; Medical diagnosis; Prospective cohort study; Antibiotics; Pediatrics; Dermatology; Surgery; Internal medicine; Pathology","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":[0.001959225,0.0003237759,0.0003797449,0.001054861,0.0004863769,0.000849565,0.0005673922,0.0008604619,0.001485347],"category_scores_gemma":[0.011949,0.0005826589,0.0004871988,0.00088971,0.0004513567,0.0009569593,0.0006303354,0.0006645847,0.0004262904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004266526,"about_ca_system_score_gemma":0.0003598802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472727,"about_ca_topic_score_gemma":0.002373024,"domain_scores_codex":[0.9974352,0.000869379,0.0004718748,0.0003979154,0.0006100071,0.0002157196],"domain_scores_gemma":[0.9893419,0.003102686,0.005720778,0.0003396112,0.0007910089,0.0007040587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002004879,0.00002378724,0.9996949,0.000004281901,0.000006385504,0.00004038743,0.00003588027,0.000007238561,0.00001940386,0.000001925764,0.00001280323,0.0001329661],"study_design_scores_gemma":[0.000006334362,0.0002707026,0.9981889,0.00001269822,0.00001298717,0.0008471514,0.0002934041,0.0002660497,0.00003494271,0.000005867793,0.00005666253,0.000004287876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994401,0.0001353782,0.00005443404,0.00002628706,0.000004483842,0.00001657308,0.0001243721,0.000002101885,0.0001961405],"genre_scores_gemma":[0.9997116,0.00005081359,0.00006961507,0.00002117728,0.000007778252,0.00001062694,0.0001042229,7.758113e-7,0.00002335886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002472727,"threshold_uncertainty_score":0.01036149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426531429949827,"score_gpt":0.3529481603427068,"score_spread":0.3286828460432085,"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."}}