{"id":"W3115217873","doi":"10.1016/j.ekir.2020.12.020","title":"An Evaluation of Commonly Used Surrogate Baseline Creatinine Values to Classify AKI During Acute Infection","year":2020,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Allergy and Infectious Diseases; National Health and Medical Research Council; National Institutes of Health; Michael Smith Health Research BC; Medical Research Council; Australian Government","keywords":"Medicine; Creatinine; Renal function; Kidney disease; Incidence (geometry); Acute kidney injury; Urology; Receiver operating characteristic; Cohort; Internal medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02300729,0.0008991234,0.001329461,0.001330137,0.0004334307,0.002240259,0.0008318301,0.0006995295,0.0005669548],"category_scores_gemma":[0.0363994,0.0002580121,0.001402585,0.001544617,0.0004975859,0.001026182,0.001149901,0.0009116912,0.0002074665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006563109,"about_ca_system_score_gemma":0.0009566548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004774541,"about_ca_topic_score_gemma":0.0008188034,"domain_scores_codex":[0.9848905,0.008857448,0.001765555,0.001550366,0.002523875,0.0004121624],"domain_scores_gemma":[0.9649392,0.009638657,0.01669445,0.002432297,0.005251824,0.001043573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006017741,0.0001701934,0.9665219,0.0003631579,0.001328593,0.00005605969,0.0001180171,0.00156424,0.001130323,0.0001629783,0.0003717024,0.0221952],"study_design_scores_gemma":[0.000357766,0.008429728,0.9657081,0.0003153353,0.001465768,0.001095813,0.0002196088,0.01483628,0.00487208,0.0006665663,0.001948929,0.00008403636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98623,0.005476292,0.005985159,0.0002144985,0.0001020467,0.0001245759,0.0009821381,0.00004304067,0.0008422247],"genre_scores_gemma":[0.9954361,0.0003414407,0.00326792,0.00007885465,0.00003693673,0.00008273367,0.0006668061,0.000008130832,0.00008103332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300729,"threshold_uncertainty_score":0.1216756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07001979866537172,"score_gpt":0.4078829355798317,"score_spread":0.33786313691446,"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."}}