{"id":"W4221135029","doi":"10.1038/s41598-022-05414-5","title":"Asthma in paediatric intensive care in England residents: observational study","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Data Research UK; St. George's, University of London; Economic and Social Research Council; Engineering and Physical Sciences Research Council; Medical Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Public Health Agency; Asthma and Lung UK; Department of Health and Social Care; British Heart Foundation; Scottish Government; Health and Social Care Research and Development Division; National Institute for Health and Care Research; NHS Health Scotland; Hospital for Sick Children; Swansea University; Wellcome Trust","keywords":"Medicine; Asthma; Epidemiology; Observational study; Pediatrics; Intensive care; Socioeconomic status; Emergency medicine; Family medicine; Intensive care medicine; Population; Environmental health; Internal medicine","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":[0.001054863,0.0003511958,0.001005792,0.0009023955,0.0007548465,0.001080489,0.0008088836,0.0006845033,0.002212386],"category_scores_gemma":[0.003935938,0.0008763758,0.0006141221,0.002571976,0.0004359747,0.001125837,0.001630868,0.001301306,0.0006177035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001591041,"about_ca_system_score_gemma":0.00159954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06993668,"about_ca_topic_score_gemma":0.09124944,"domain_scores_codex":[0.9979305,0.0004942385,0.0003962957,0.0004480029,0.0004603919,0.0002706216],"domain_scores_gemma":[0.9956781,0.0004007377,0.002413995,0.0002217167,0.0006578128,0.0006276139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009669443,0.00009592932,0.9968398,0.0001803861,0.00007079802,0.0003744766,0.0008143676,0.00001543078,0.00007287722,0.00001650419,0.0006267201,0.0007960534],"study_design_scores_gemma":[0.00002506704,0.000144112,0.9973943,0.00009958315,0.00002672669,0.0004949375,0.001067318,0.0000351928,0.00001412131,0.000006095021,0.0006863356,0.000006231163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994718,0.001342375,0.00008168697,0.0001370797,0.00001488695,0.0001155941,0.002848932,0.000004583401,0.0007368969],"genre_scores_gemma":[0.9951437,0.001432022,0.0002265129,0.0003246607,0.00004725076,0.0002095739,0.002230583,0.000005263154,0.0003805074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06993668,"threshold_uncertainty_score":0.1390592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08845516760217947,"score_gpt":0.3892568400482141,"score_spread":0.3008016724460346,"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."}}