{"id":"W4376868359","doi":"10.1038/s41390-023-02633-y","title":"Multisystem inflammatory syndrome in 1.2 million children: longitudinal cohort study of risk factors","year":2023,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; McGill University; McGill University Health Centre; Bausch Health (Canada); Institut National de Santé Publique du Québec; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Pediatrics; Longitudinal study; Cohort study; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001587874,0.00068423,0.0007353012,0.001496944,0.0009597422,0.001205959,0.0008885734,0.001327144,0.001110267],"category_scores_gemma":[0.002773511,0.001177536,0.001474271,0.002469341,0.0003523948,0.001408844,0.001292772,0.0020175,0.0003687972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007343559,"about_ca_system_score_gemma":0.00111086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03885705,"about_ca_topic_score_gemma":0.03069184,"domain_scores_codex":[0.9988972,0.0003273365,0.0001149029,0.0002701274,0.000139081,0.0002513582],"domain_scores_gemma":[0.9976972,0.0002489673,0.0009224281,0.0003553366,0.0002903011,0.0004857166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005314736,0.00003769646,0.9991424,0.000004297472,0.0001165532,0.00005890264,0.00006834129,0.0000205168,0.00008244028,0.00001730612,0.0001281664,0.0002701397],"study_design_scores_gemma":[0.000008257478,0.00004610169,0.9991099,0.000009336812,0.000065271,0.0001960637,0.0002800651,0.0001087059,0.00002402991,0.00001206444,0.0001349122,0.000005295532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965817,0.0005098978,0.0002093536,0.0001396535,0.00002279805,0.00001324488,0.002192477,0.00001342163,0.0003174223],"genre_scores_gemma":[0.9964703,0.0005844001,0.0002884603,0.00009490809,0.00002578429,0.00004298257,0.002069261,0.000009188412,0.0004146835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03885705,"threshold_uncertainty_score":0.07726175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06366930683218273,"score_gpt":0.3704427101482601,"score_spread":0.3067734033160773,"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."}}