{"id":"W3048393261","doi":"10.1164/rccm.202008-3212oc","title":"Trends in Intensive Care for Patients with COVID-19 in England, Wales, and Northern Ireland","year":2020,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Northern ireland; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Intensive care; New england; Betacoronavirus; Pandemic; Coronavirus Infections; Family medicine; Intensive care medicine; Virology; Outbreak; Ethnology; Internal medicine; History; 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":[0.001304687,0.0001669141,0.0003903076,0.001579456,0.0003091614,0.001209692,0.0006044365,0.0003667528,0.0015112],"category_scores_gemma":[0.00388386,0.0002200232,0.0004443465,0.002726466,0.0004362398,0.0009612555,0.00109755,0.000526075,0.0002288673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002523536,"about_ca_system_score_gemma":0.002046952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1034978,"about_ca_topic_score_gemma":0.1122106,"domain_scores_codex":[0.9982231,0.0003607143,0.0003321573,0.0003686243,0.0002715369,0.0004439084],"domain_scores_gemma":[0.9955016,0.0004690643,0.002334972,0.0001639622,0.0009779738,0.000552393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000536449,0.00001548811,0.9965214,0.00004613233,0.00002866679,0.00009208881,0.0002054504,0.0001083556,0.0001351045,0.00005701719,0.000563537,0.002173187],"study_design_scores_gemma":[0.000002415102,0.00002809925,0.9988423,0.00002151408,0.000003812581,0.00007647973,0.0005262878,0.0001279507,0.00002522859,0.00001197767,0.0003301541,0.000003768487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940341,0.0005699624,0.0001756093,0.0005331827,0.00001947604,0.00004309994,0.003119743,0.000009954744,0.00149496],"genre_scores_gemma":[0.9963696,0.0003177842,0.0002021501,0.0002030749,0.00002461563,0.000064991,0.002444283,0.000005047628,0.0003684624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034978,"threshold_uncertainty_score":0.2057908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313473151965362,"score_gpt":0.3118123491025555,"score_spread":0.2886776175829019,"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."}}