{"id":"W3097443513","doi":"10.12998/wjcc.v8.i20.4726","title":"Predictive value of serum cystatin C for risk of mortality in severe and critically ill patients with COVID-19","year":2020,"lang":"en","type":"article","venue":"World Journal of Clinical Cases","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cystatin C; Internal medicine; Creatinine; Renal function; Acute kidney injury; Proportional hazards model; Lactate dehydrogenase; Gastroenterology","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":[0.0006841907,0.0001025904,0.0007764618,0.00006849837,0.00001836561,0.000003966545,0.00006081393,0.00004790052,0.00008286197],"category_scores_gemma":[0.04195115,0.00007134116,0.0001963453,0.0001516284,0.0002517419,0.00007964871,0.00002905496,0.0002537204,2.049488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002695276,"about_ca_system_score_gemma":0.0008845364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003401666,"about_ca_topic_score_gemma":0.00005524666,"domain_scores_codex":[0.9979735,0.0001775962,0.001226572,0.0001520001,0.0003333944,0.0001369144],"domain_scores_gemma":[0.9937963,0.003739898,0.0006502537,0.0001071311,0.0009683356,0.0007380705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005745411,0.0006935556,0.9893364,0.0006944242,0.0002531183,0.00009764144,0.0001361184,0.00007628884,0.000003264461,0.00006639224,0.001416437,0.001480889],"study_design_scores_gemma":[0.01298147,0.00572425,0.977985,0.0004184748,0.0009091026,0.00001020414,0.0002749869,0.0004032151,0.00006141729,0.0006576689,0.0004993309,0.00007493162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952158,0.0003721134,0.0002659231,0.002669032,0.00004552759,0.0003126613,0.001023916,0.000003929448,0.00009103514],"genre_scores_gemma":[0.9925935,0.00008722022,0.001593659,0.005574588,0.000122135,0.000002261824,0.000009065756,0.000009997111,0.000007576666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04126696,"threshold_uncertainty_score":0.9661189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05313999130415922,"score_gpt":0.3907934600177472,"score_spread":0.337653468713588,"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."}}