{"id":"W3214049404","doi":"10.1186/s13054-021-03779-z","title":"In the eye of the storm: impact of COVID-19 pandemic on admission patterns to paediatric intensive care units in the UK and Eire","year":2021,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Healthcare Quality Improvement Partnership; Hospital for Sick Children; HCA Healthcare; Academy of Medical Royal Colleges; National Institute for Health and Care Research; National Institutes of Health; Llywodraeth Cymru; NHS Health Scotland","keywords":"Medicine; Bronchiolitis; Pandemic; Emergency medicine; Pediatrics; Coronavirus disease 2019 (COVID-19); Intensive care; Retrospective cohort study; Intensive care medicine; Disease; Respiratory system; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131159,0.0001082637,0.0002242495,0.0000589583,0.00004078214,0.000008729966,0.0001048741,0.00006939298,0.00006184739],"category_scores_gemma":[0.004690213,0.00004628565,0.00009093194,0.0003969583,0.00005992421,0.00001403451,0.0000567044,0.0002073235,9.253968e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058727,"about_ca_system_score_gemma":0.0002922215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000656941,"about_ca_topic_score_gemma":0.0009013741,"domain_scores_codex":[0.998994,0.0002469447,0.0001767489,0.000169641,0.0002625236,0.0001501711],"domain_scores_gemma":[0.998082,0.0009740678,0.00002162417,0.0003245855,0.000482426,0.0001152833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005615436,0.00006961349,0.9610669,0.0002208797,0.00001014854,0.0001469565,0.03676758,0.00000673291,0.00006646467,0.0001264767,0.0006181027,0.0008439696],"study_design_scores_gemma":[0.000776389,0.0005653975,0.8003094,0.0002671031,0.00009705643,0.00002357075,0.197257,0.000001882424,0.0004466921,0.00003844092,0.0001713424,0.00004574618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984379,0.003676075,8.860911e-7,0.01131291,0.00005491364,0.0003611188,0.0001298486,0.000002808071,0.00008247619],"genre_scores_gemma":[0.9895126,0.0001020309,0.000002144237,0.01027737,0.00003834436,0.00003312339,0.00002465776,0.000006864305,0.000002863962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607575,"threshold_uncertainty_score":0.5614962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359925033945462,"score_gpt":0.4400647253237932,"score_spread":0.304072221929247,"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."}}