{"id":"W4362500483","doi":"10.2139/ssrn.4401713","title":"Severe Paediatric COVID-19 and Multisystem Inflammatory Syndrome in Children from Wild-Type to Population Immunity: A Prospective Multicentre Cohort Study with Real-Time Reporting","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre","funders":"ZonMw","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Prospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Cohort; Pediatrics; Population; Cohort study; Immunity; Intensive care medicine; Immunology; Virology; Disease; Internal medicine; Outbreak; Immune system; Environmental health; Infectious disease (medical specialty)","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":[0.001249242,0.0009918526,0.0009038239,0.001114635,0.001005268,0.00223734,0.001082282,0.001180879,0.002340387],"category_scores_gemma":[0.004430916,0.001168248,0.001130473,0.002041646,0.0007292684,0.001513159,0.001591959,0.001663624,0.0005874946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006666585,"about_ca_system_score_gemma":0.0007101369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008454097,"about_ca_topic_score_gemma":0.004422369,"domain_scores_codex":[0.9979331,0.0005207664,0.0001847455,0.0007475231,0.0002096763,0.0004040796],"domain_scores_gemma":[0.997676,0.0003062864,0.001003585,0.000376674,0.0002462174,0.0003913314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002971106,0.00005244738,0.9984861,0.00001008119,0.0001060942,0.0001932952,0.0001219961,0.00002306174,0.0001749021,0.00002185973,0.0001306136,0.0003824382],"study_design_scores_gemma":[0.00003232809,0.0002426573,0.9983085,0.00001395315,0.00007020079,0.0005392053,0.0004605927,0.00007955315,0.00004943484,0.00003154378,0.0001611156,0.0000108699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987386,0.0001264108,0.00009390586,0.00003108898,0.00001269134,0.0000151177,0.0008288467,0.000004213094,0.0001491915],"genre_scores_gemma":[0.9981303,0.0001314978,0.0001708511,0.00004595522,0.00001800506,0.00003825707,0.001259206,0.00001096691,0.0001950193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008454097,"threshold_uncertainty_score":0.01680976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236429234832585,"score_gpt":0.2827947121274385,"score_spread":0.2704304197791126,"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."}}