{"id":"W4367052437","doi":"10.1542/hpeds.2022-007006","title":"Variation in the Management of Hospitalized Children With Orbital Cellulitis Over 10 Years","year":2023,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Queen's University; Lakeridge Health; University of Alberta; Stollery Children's Hospital; Alberta Children's Hospital; University of Calgary; Kingston Health Sciences Centre; Institute for Clinical Evaluative Sciences; University of Ottawa; Trillium Health Centre; Hospital for Sick Children; Université de Montréal; McMaster University; McMaster Children's Hospital; Centre Hospitalier Universitaire Sainte-Justine; Children's Hospital of Eastern Ontario; University of Toronto; SickKids Foundation","funders":"","keywords":"Medicine; Cellulitis; Orbital cellulitis; Antibiotics; Pediatrics; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007042228,0.000205653,0.0002846162,0.0009056519,0.0005321553,0.000700029,0.0006254411,0.0003768053,0.0008497463],"category_scores_gemma":[0.004335316,0.0001777812,0.0004702485,0.001344023,0.0005197201,0.0003888914,0.0006239955,0.0004937203,0.00009225999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892652,"about_ca_system_score_gemma":0.002446915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.137634,"about_ca_topic_score_gemma":0.1834366,"domain_scores_codex":[0.9984245,0.000194525,0.0002104781,0.0003130856,0.0004492616,0.0004081681],"domain_scores_gemma":[0.9964199,0.0003629493,0.002225666,0.00009226174,0.0004271094,0.0004720968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001445582,0.000006155064,0.9988034,0.000007064411,0.0000223494,0.00006839052,0.0001018256,0.00003483445,0.0000532337,0.000008747476,0.00008038339,0.0007992849],"study_design_scores_gemma":[0.000001166422,0.00001939324,0.9991878,0.0000110198,0.000005602826,0.0002136273,0.0003644917,0.00005002209,0.0000293407,0.000003603669,0.0001117193,0.000002291965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984217,0.0005968102,0.0000645437,0.0001022642,0.000009496284,0.000007894666,0.0004510322,0.000005409293,0.0003408437],"genre_scores_gemma":[0.9991248,0.0002946623,0.00007514549,0.00003393083,0.000006404891,0.000007352213,0.0004062283,0.000002310826,0.00004908846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137634,"threshold_uncertainty_score":0.2736657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00660555639462811,"score_gpt":0.2332026314640716,"score_spread":0.2265970750694435,"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."}}