{"id":"W4382501469","doi":"10.1097/pec.0000000000002983","title":"Development of a Model to Identify Febrile Children at Low Risk for Multisystem Inflammatory Syndrome","year":2023,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Odds ratio; Emergency department; Confidence interval; Pediatrics; Kawasaki disease; Rash; Retrospective cohort study; Logistic regression; Disease; Abdominal pain; Vital signs; 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":[0.000105448,0.0001632095,0.0002630327,0.0002793949,0.0002017166,0.000002936804,0.0001650655,0.00006688255,0.00009073353],"category_scores_gemma":[0.00005986696,0.0001665569,0.0001890047,0.0005897764,0.000006782377,0.00004560762,0.0001433572,0.00006038906,0.0003618501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385248,"about_ca_system_score_gemma":0.0002755021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001639718,"about_ca_topic_score_gemma":0.00003868146,"domain_scores_codex":[0.9984693,0.00001649665,0.0005588011,0.0003518744,0.000316228,0.0002873198],"domain_scores_gemma":[0.9988907,0.00002123953,0.0001493296,0.0004169959,0.0002773725,0.0002443551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007736543,0.0001041532,0.9709389,0.001572625,0.0001379012,0.000008949952,0.004825973,0.001631021,0.001022762,0.00002792002,0.01800915,0.001643239],"study_design_scores_gemma":[0.0005756794,0.00005020259,0.9967079,0.00002793443,0.0003170556,0.000007324661,0.0004441438,0.001233354,0.0001584377,0.00002531863,0.000248975,0.0002036712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953892,0.00118143,0.001039002,0.00003122701,0.0002231762,0.00143018,0.0004550423,0.0001591402,0.00009156378],"genre_scores_gemma":[0.9956771,0.0002905921,0.001826622,0.00001454013,0.0001743377,0.0007514815,0.0005657849,0.0000401933,0.0006594194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02576896,"threshold_uncertainty_score":0.6791994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490933347400307,"score_gpt":0.3156620607958937,"score_spread":0.2907527273218906,"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."}}