{"id":"W4200073450","doi":"10.1542/hpeds.2021-005910","title":"Association Between Corticosteroids and Outcomes in Children Hospitalized With Orbital Cellulitis","year":2021,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto; Adidas (Canada); SickKids Foundation; Hospital for Sick Children; Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Cellulitis; Orbital cellulitis; Pediatrics; Logistic regression; Observational study; Emergency medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009563408,0.0001569444,0.0003793817,0.0001226638,0.00005817066,0.00005651829,0.00003778009,0.0001352128,0.00005910627],"category_scores_gemma":[0.0002662208,0.0001399521,0.00006804147,0.0004327187,0.0000291517,0.0001515047,0.00005033748,0.0002272529,0.00001846983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267058,"about_ca_system_score_gemma":0.0001020333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007463894,"about_ca_topic_score_gemma":0.0000172815,"domain_scores_codex":[0.9987766,0.0000297014,0.0002875514,0.0002892468,0.00034617,0.0002707433],"domain_scores_gemma":[0.9993008,0.0001098486,0.0001208103,0.0001644771,0.000153697,0.000150319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008355878,0.0001534053,0.9988502,0.00001622805,0.00008086355,0.0001654105,0.0001005342,1.590176e-7,0.000009538922,0.00003134448,0.0003773193,0.0002065899],"study_design_scores_gemma":[0.002674876,0.0005012358,0.9960204,0.00001561583,0.0003479152,0.0000430978,0.00006396411,0.000001862771,0.00006720179,0.00005136754,0.00002285558,0.0001895775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977044,0.0004179908,0.00002978971,0.000801295,0.0001061735,0.0003204944,0.0001495046,0.00005137871,0.0004189925],"genre_scores_gemma":[0.9980371,0.0001208588,0.0004334284,0.0001350522,0.0002454985,0.0000151603,0.0003515146,0.00002557386,0.0006358006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002829821,"threshold_uncertainty_score":0.5707082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005148831622179158,"score_gpt":0.2272046884914031,"score_spread":0.2220558568692239,"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."}}