{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000796828,0.000516164,0.0003267655,0.0006984933,0.0001994671,0.0005054884,0.0003090123,0.0003632147,0.001023035],"category_scores_gemma":[0.003603142,0.0002520812,0.0003724113,0.0005005717,0.0002122489,0.0003833375,0.0004525246,0.0007010679,0.0001753739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002393051,"about_ca_system_score_gemma":0.0005416488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003058496,"about_ca_topic_score_gemma":0.003649578,"domain_scores_codex":[0.9996737,0.0001133122,0.00003789209,0.0000519711,0.00007078789,0.00005233148],"domain_scores_gemma":[0.9986162,0.0004008847,0.0006500985,0.00003125268,0.000122415,0.0001791415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002124357,0.00001038729,0.9992424,0.000004610321,0.000009319839,0.00002863065,0.000007157138,0.0001092643,0.00003240895,0.000003161051,0.0000392256,0.0004921939],"study_design_scores_gemma":[0.00001504041,0.0001769157,0.9948455,0.00002498808,0.00002972469,0.0007018022,0.0001126042,0.003787091,0.0001348012,0.00002451708,0.000143204,0.000003812522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989644,0.0003125226,0.000285604,0.00008565652,0.000008242673,0.000009215673,0.0001814982,0.000007346001,0.0001455458],"genre_scores_gemma":[0.9990461,0.0001327141,0.0004516637,0.00001533975,0.00001100449,0.000006725182,0.0002835644,0.000001226072,0.000051706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003058496,"threshold_uncertainty_score":0.006081402,"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."}}