{"id":"W4223446906","doi":"10.1503/cmaj.210873","title":"Predictors of severe illness in children with multisystem inflammatory syndrome after SARS-CoV-2 infection: a multicentre cohort study","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Western University","funders":"Janeway Children's Hospital Foundation","keywords":"Medicine; Confidence interval; Intensive care unit; Pediatrics; Cohort; Cohort study; Severity of illness; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008132933,0.0001340991,0.0003274601,0.0003441065,0.0002453906,0.00001878883,0.000136288,0.0001044088,0.001025448],"category_scores_gemma":[0.0001672302,0.0001243609,0.00008230744,0.0004637277,0.00002953169,0.0001101762,0.00003499102,0.0008033382,0.00001489199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741972,"about_ca_system_score_gemma":0.002584493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536722,"about_ca_topic_score_gemma":0.03523806,"domain_scores_codex":[0.9971479,0.0003359459,0.0005254878,0.0002066702,0.001468665,0.0003153331],"domain_scores_gemma":[0.9986698,0.00004791643,0.0002593037,0.0001860529,0.0002412508,0.0005956577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006569034,0.0003569612,0.9958466,0.00001288836,0.0005106925,0.000877302,0.000650713,0.00003862185,0.000002565416,0.000003401655,0.001126422,0.0005081206],"study_design_scores_gemma":[0.002909038,0.000259518,0.9900985,0.0000779398,0.0001795387,0.003228597,0.0009282618,0.00009108953,0.000001610619,0.000002284457,0.002085405,0.0001382489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975092,0.00008186756,0.000004892942,0.0009261553,0.000216599,0.001002844,0.00006226159,0.00001974247,0.000176463],"genre_scores_gemma":[0.998574,0.00001004151,0.000007256258,0.0008609137,0.0001713309,0.0002422294,0.0000300182,0.00001977017,0.00008441564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02987084,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004251077230198508,"score_gpt":0.219233594248844,"score_spread":0.2149825170186455,"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."}}