{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001979378,0.0001861966,0.0007511892,0.0003108588,0.00004701542,0.000007757424,0.00006101004,0.00005940333,0.00002900512],"category_scores_gemma":[0.001800623,0.0001218303,0.00004875435,0.0003217506,0.0005706186,0.00007905177,0.00002037564,0.0003462414,2.037693e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008756504,"about_ca_system_score_gemma":0.0002258814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003329969,"about_ca_topic_score_gemma":0.0003102718,"domain_scores_codex":[0.9986364,0.00009314621,0.0004749011,0.0002478673,0.0003063285,0.0002413757],"domain_scores_gemma":[0.9978184,0.0002885753,0.0001346062,0.00009310852,0.0008335459,0.0008317628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003336401,0.00002947339,0.8411666,0.000313861,0.00002004493,0.0006437108,0.01682821,0.000001012426,0.00008093083,0.00003777328,0.00006833618,0.1374736],"study_design_scores_gemma":[0.04519885,0.1109787,0.3639309,0.00110888,0.0005851054,0.000256252,0.3110086,0.00001499045,0.0001307797,0.00007444175,0.1661613,0.0005513036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903126,0.004183744,0.0002325344,0.00492084,0.00006107186,0.0002044881,0.00001951905,0.000006959603,0.000058203],"genre_scores_gemma":[0.9819015,0.00003184097,0.0001639521,0.01762561,0.0002322722,0.000008222377,0.0000143937,0.00001997426,0.000002243065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4772358,"threshold_uncertainty_score":0.4968095,"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."}}