{"id":"W4322770852","doi":"10.1097/ccm.0000000000005798","title":"Hemorrhage, Disseminated Intravascular Coagulopathy, and Thrombosis Complications Among Critically Ill Patients with COVID-19: An International COVID-19 Critical Care Consortium Study*","year":2023,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Advance Queensland; Merck Sharp and Dohme; National Institutes of Health; Prince Charles Hospital Foundation; US-UK Fulbright Commission; Queensland Government; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; American Heart Association; University of Queensland; Fulbright Australia; Cook Medical; Metro North Hospital and Health Service; Health Research Board; GlaxoSmithKline; Bill and Melinda Gates Foundation; Edwards Lifesciences; European Commission","keywords":"Medicine; Coagulopathy; Coronavirus disease 2019 (COVID-19); Critically ill; Critical illness; 2019-20 coronavirus outbreak; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Thrombosis; Pandemic; Disseminated intravascular coagulation; Consumptive Coagulopathy; Virology; Internal medicine; Infectious disease (medical specialty); Disease","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":[0.001187698,0.000489274,0.0004780716,0.0009361195,0.0005301178,0.000949926,0.0005017828,0.0005919054,0.0009044398],"category_scores_gemma":[0.002853849,0.0003791166,0.0005407719,0.001802996,0.0003710926,0.0007781906,0.0009372801,0.0007698775,0.0001258154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006055408,"about_ca_system_score_gemma":0.0006991443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007767935,"about_ca_topic_score_gemma":0.009855596,"domain_scores_codex":[0.9991602,0.0002495346,0.0001424577,0.0001695571,0.000128703,0.0001495412],"domain_scores_gemma":[0.9965928,0.0003551448,0.001908395,0.0001690041,0.0003038918,0.0006706352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006042761,0.00002700148,0.9995331,0.000006500552,0.00002641446,0.00004032505,0.00003462852,0.0000103623,0.00002384086,0.000004660446,0.00005335928,0.0001793718],"study_design_scores_gemma":[0.00002263479,0.0001156657,0.9991426,0.00001064391,0.00002145389,0.0001973593,0.0002818207,0.0001077136,0.00001667427,0.000007207766,0.00007229344,0.000003941789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991853,0.0001275775,0.00004006282,0.00003305607,0.000003735226,0.00002449183,0.000429928,0.000001040323,0.0001548275],"genre_scores_gemma":[0.9988612,0.0001038196,0.00008610654,0.00004362402,0.00001906774,0.00003821093,0.0008069086,9.990772e-7,0.0000400173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007767935,"threshold_uncertainty_score":0.01544547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06302399252702161,"score_gpt":0.4658269592113978,"score_spread":0.4028029666843762,"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."}}