{"id":"W4410847111","doi":"10.1097/inf.0000000000004856","title":"Severity of COVID-19 in Hospitalized Immunocompromised Children Across Canada","year":2025,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society; Public Health Ontario; University of Alberta; Saskatchewan Health Authority; Alberta Children's Hospital; Hospital for Sick Children; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; BC Children's Hospital; University of British Columbia; University of Calgary; McGill University Health Centre; McGill University; University of Manitoba; University of Toronto; Montreal Children's Hospital","funders":"Sanofi Pasteur; Seqirus; Moderna; Coalition for Epidemic Preparedness Innovations; GlaxoSmithKline; Public Health Agency; Children's Hospital Foundation; Public Health Agency of Canada; Sanofi; Michael Smith Health Research BC; BC Children's Hospital; AstraZeneca; Pfizer","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Pandemic; Pneumonia; Virology; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003936343,0.0003497035,0.0003204403,0.0009588106,0.001073042,0.0008058145,0.0007209415,0.0002603688,0.001416549],"category_scores_gemma":[0.001958159,0.0002062169,0.0004774516,0.002206921,0.0006177953,0.0002796729,0.0008936513,0.0006721503,0.00008471785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01463477,"about_ca_system_score_gemma":0.01468995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9534369,"about_ca_topic_score_gemma":0.9631202,"domain_scores_codex":[0.9992176,0.00004268059,0.00006258503,0.0001149371,0.000213773,0.0003483865],"domain_scores_gemma":[0.9980331,0.0000834034,0.0007850074,0.00002996084,0.0004765182,0.0005920888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001820393,0.000004574271,0.9984505,0.00001978279,0.00001920693,0.00006928031,0.0001421566,0.00005151128,0.00004213022,0.0000304459,0.0003013512,0.0008508927],"study_design_scores_gemma":[0.000001747697,0.000009285493,0.9991648,0.00002366679,0.000007747768,0.00009734784,0.000412373,0.00007313866,0.00001834118,0.000008802258,0.0001801571,0.00000252386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941366,0.001307319,0.00007491071,0.0003449737,0.0000133229,0.00002729043,0.002661633,0.000008201907,0.001425804],"genre_scores_gemma":[0.9982748,0.0005903004,0.0000672273,0.00006053693,0.000006143991,0.000006000688,0.0008945843,0.000002008101,0.00009844825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04656315,"threshold_uncertainty_score":0.1061832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009505105295162528,"score_gpt":0.3171596830081938,"score_spread":0.3076545777130313,"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."}}