{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001091801,0.0002711329,0.0003371493,0.001012399,0.0003507712,0.001136382,0.0004641883,0.000597509,0.002038005],"category_scores_gemma":[0.004193925,0.0002866305,0.0006806296,0.001448178,0.0005500013,0.001016115,0.001756469,0.0007479239,0.0003328891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001822,"about_ca_system_score_gemma":0.001403665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05589893,"about_ca_topic_score_gemma":0.08364411,"domain_scores_codex":[0.9983723,0.0004027843,0.0002196635,0.0002313388,0.0002924112,0.0004815573],"domain_scores_gemma":[0.9968827,0.000307323,0.001826665,0.0001349034,0.0003191162,0.0005293973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007449459,0.00001272135,0.9969583,0.00002703741,0.00002709025,0.0002749116,0.0004466716,0.00005293895,0.00007666661,0.00002689861,0.0003466312,0.001675661],"study_design_scores_gemma":[0.00000221092,0.00004075211,0.9987009,0.00002689405,0.000004335416,0.0002023028,0.0008006439,0.00004365447,0.00001147346,0.000006154527,0.000157578,0.000003109767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979603,0.0004118245,0.00004138689,0.0002983524,0.00001457856,0.00001442312,0.0007721547,0.00000267942,0.0004843391],"genre_scores_gemma":[0.9987606,0.0003348791,0.00006660607,0.0001421245,0.00001634782,0.00001540035,0.0005095599,0.000002728542,0.000151825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05589893,"threshold_uncertainty_score":0.1111471,"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."}}