{"id":"W4308192875","doi":"10.1371/journal.pone.0275832","title":"Haematological predictors of poor outcome among COVID-19 patients admitted to an intensive care unit of a tertiary hospital in South Africa","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec; National Institutes of Health; Universiteit Stellenbosch; International Development Research Centre; UK Research and Innovation; National Research Foundation; Newton Fund; European and Developing Countries Clinical Trials Partnership; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Intensive care unit; Poisson regression; Internal medicine; Absolute neutrophil count; Coronavirus disease 2019 (COVID-19); Severity of illness; Intensive care; Neutrophil to lymphocyte ratio; Pediatrics; Disease; Intensive care medicine; Lymphocyte; Population; Infectious disease (medical specialty); Neutropenia","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":[0.0005602884,0.0002759618,0.000294821,0.0007157131,0.0004306203,0.0006397152,0.0003149948,0.0002830167,0.001111949],"category_scores_gemma":[0.002706377,0.0001916285,0.0002073601,0.0006897302,0.000452081,0.0003897965,0.0006613816,0.0005239916,0.0001034383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271768,"about_ca_system_score_gemma":0.0004726455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002420008,"about_ca_topic_score_gemma":0.002482851,"domain_scores_codex":[0.9997135,0.00007432526,0.00004122398,0.00004987489,0.00003804089,0.00008307651],"domain_scores_gemma":[0.9982069,0.0003215497,0.001061759,0.00004133305,0.00009484401,0.0002735661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006029653,0.00001052812,0.9991985,0.000007397735,0.000007336387,0.000163198,0.00005769525,0.00001971625,0.0001023448,0.00000606158,0.00002961748,0.0003373768],"study_design_scores_gemma":[0.000007739123,0.00007469439,0.9986203,0.00001554926,0.000008747942,0.0005395774,0.0004187719,0.0001736572,0.00005716137,0.00001859008,0.00006261136,0.000002579773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997004,0.00008722685,0.00001835257,0.00003804783,0.000001882232,0.000005384738,0.0000626059,7.029417e-7,0.00008542975],"genre_scores_gemma":[0.9998306,0.00004565385,0.00002720926,0.000009347576,0.00000436387,0.000004527332,0.00005759872,3.407173e-7,0.00002021034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002420008,"threshold_uncertainty_score":0.004811823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167609538608048,"score_gpt":0.372773187175166,"score_spread":0.2560122333143612,"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."}}