{"id":"W4321500599","doi":"10.1097/pec.0000000000002914","title":"Predicting Delayed Shock in Multisystem Inflammatory Disease in Children","year":2023,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Shock (circulatory); Confidence interval; Odds ratio; Internal medicine; C-reactive protein; Lymphocyte; Immunology; Inflammation","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":[0.00009438087,0.0001663561,0.000203386,0.0005099454,0.00006781975,0.000004367297,0.0001439988,0.00006722012,0.0001298889],"category_scores_gemma":[0.0001029465,0.0001754995,0.0001169796,0.001416763,0.000008797067,0.0000940116,0.00008339107,0.000188444,0.0002081774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284873,"about_ca_system_score_gemma":0.0002312403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271766,"about_ca_topic_score_gemma":0.0002163541,"domain_scores_codex":[0.9983971,0.00005523652,0.0005207718,0.0003817503,0.0002857483,0.0003594052],"domain_scores_gemma":[0.9991394,0.00002542895,0.00007257656,0.0004001236,0.00008744439,0.0002750578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004928929,0.00007182269,0.9971251,0.0002297418,0.00001366779,0.00009875971,0.0005948319,0.000465017,0.0000120115,0.00001888817,0.0008687921,0.0004520842],"study_design_scores_gemma":[0.000782421,0.00002848597,0.996465,0.00002753362,0.0001142807,0.000002614248,0.0005853821,0.001747394,0.000001405766,0.00003269549,0.00005047579,0.0001623585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921012,0.005878313,0.00000422874,0.0001330674,0.0002205087,0.0008325888,0.0001022596,0.0002406497,0.0004871841],"genre_scores_gemma":[0.9969254,0.001468199,0.00001308422,0.0000240385,0.0005576933,0.0003232159,0.0005066987,0.00003334056,0.000148324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004824206,"threshold_uncertainty_score":0.7156661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009914455670241908,"score_gpt":0.2670616773774365,"score_spread":0.2571472217071946,"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."}}