{"id":"W4392814261","doi":"10.1111/1742-6723.14401","title":"Cellulitis in the Emergency Department: A prospective cohort study with patient‐centred follow‐up","year":2024,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; Canadian Public Health Association; University of Ottawa","funders":"Bond University; Emergency Medicine Foundation","keywords":"Medicine; Cellulitis; Erythema; Prospective cohort study; Emergency department; Observational study; Cellulite; Surgery; Dermatology; Cohort; Internal medicine","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":[0.0021171,0.0003700633,0.000639782,0.0008203103,0.0008249014,0.001267514,0.0005716741,0.000608246,0.00183068],"category_scores_gemma":[0.003994122,0.0005609674,0.000721439,0.001341419,0.0004418161,0.00122916,0.0009640355,0.0009351354,0.0004664495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542657,"about_ca_system_score_gemma":0.0007090353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701417,"about_ca_topic_score_gemma":0.004790157,"domain_scores_codex":[0.9982496,0.0004919632,0.0001895429,0.0004260168,0.0003269318,0.000315942],"domain_scores_gemma":[0.9972045,0.0005040203,0.001153671,0.0003285091,0.0003234506,0.0004858352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002318631,0.0001482872,0.998687,0.00001080835,0.00004266781,0.0001288331,0.0001571718,0.00001100179,0.00007948516,0.000008140443,0.00005846527,0.0004362968],"study_design_scores_gemma":[0.00005005046,0.0008894488,0.9975287,0.00001914378,0.00003901106,0.0005186209,0.0006324477,0.00009849925,0.00003215825,0.00001478816,0.0001690069,0.000008187448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993852,0.00009950977,0.00006074053,0.00001954013,0.000004739289,0.00004429283,0.0002390284,0.00000149046,0.0001452867],"genre_scores_gemma":[0.9993104,0.00007889845,0.00009789542,0.00003809299,0.00001020088,0.00004606057,0.000328641,0.000001906365,0.00008784189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004701417,"threshold_uncertainty_score":0.01119643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550846646157289,"score_gpt":0.3058312048367083,"score_spread":0.2803227383751354,"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."}}