{"id":"W3129128302","doi":"10.1097/ccm.0000000000004899","title":"Surviving Sepsis Campaign Guidelines on the Management of Adults With Coronavirus Disease 2019 (COVID-19) in the ICU: First Update","year":2021,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":421,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Population Health Research Institute; Sunnybrook Health Science Centre; University of Toronto; McMaster University; Health Sciences Centre; Impact","funders":"","keywords":"Medicine; Intensive care medicine; Guideline; Disease; Coronavirus; Pandemic; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Internal medicine; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001691178,0.0002595524,0.0005775713,0.00009012609,0.0002084068,0.00001531572,0.0003666544,0.00005715845,0.0006722996],"category_scores_gemma":[0.06969447,0.0001182028,0.0001247205,0.0006872066,0.001105361,0.00003595169,0.0002767792,0.0004854996,0.00002347861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302517,"about_ca_system_score_gemma":0.0004389563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005657034,"about_ca_topic_score_gemma":0.0005717809,"domain_scores_codex":[0.9963101,0.000354926,0.0006692447,0.0005631848,0.001610015,0.000492533],"domain_scores_gemma":[0.9826667,0.01458797,0.00006046209,0.001098244,0.001033422,0.0005531459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02182881,0.004471801,0.4857506,0.08137485,0.001945463,0.05415628,0.02996294,0.0009523513,0.00009707284,0.1056009,0.117023,0.09683599],"study_design_scores_gemma":[0.01595821,0.004470525,0.4659724,0.02317168,0.002634652,0.00002900087,0.1390014,0.001127697,0.0001065636,0.003084322,0.3436099,0.0008336377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08858407,0.008418076,0.001564514,0.8977931,0.0002540573,0.001502895,0.0001373741,0.00006145925,0.001684499],"genre_scores_gemma":[0.9489954,0.002091563,0.0002133171,0.0480357,0.0002688733,0.0001390443,0.0000666093,0.00002409051,0.0001654589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8604113,"threshold_uncertainty_score":0.9381419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560683828487633,"score_gpt":0.4926995646807191,"score_spread":0.3366311818319557,"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."}}