{"id":"W2069392115","doi":"10.1159/000100907","title":"Can Cystatin C Replace Creatinine to Estimate Glomerular Filtration Rate? A Literature Review","year":2007,"lang":"en","type":"review","venue":"American Journal of Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; St. Paul's Hospital; Royal University Hospital","funders":"","keywords":"Medicine; Renal function; Cystatin C; Creatinine; Urology; Internal medicine; Intensive care medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001101685,0.0005413854,0.004173464,0.0005733011,0.00005133361,0.00002955205,0.000270956,0.0001903894,0.0003096249],"category_scores_gemma":[0.001312769,0.0003891521,0.0008282072,0.001420868,0.0002047721,0.00007167362,0.00004986862,0.0009238395,0.00005437919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666839,"about_ca_system_score_gemma":0.001937864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001885814,"about_ca_topic_score_gemma":0.000008008642,"domain_scores_codex":[0.9964343,0.0005565041,0.001704606,0.0004127065,0.0003555061,0.0005364052],"domain_scores_gemma":[0.995495,0.000530961,0.002014257,0.0005682354,0.000506203,0.0008853882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002373586,0.0001170672,0.00001739266,0.02352927,0.0006569636,0.001827449,0.00009231443,0.000001075835,0.00001890556,0.00002234178,0.07474979,0.8987301],"study_design_scores_gemma":[0.0005365325,0.003131586,0.0000504682,0.09943454,0.003937883,0.00562661,0.00001409375,0.00000183395,0.000002009673,0.00001404507,0.8869917,0.0002586292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001889856,0.9938902,0.00009126731,0.004445734,0.0001500547,0.0008197628,0.00009300298,0.00002437354,0.0002965797],"genre_scores_gemma":[0.00001227461,0.9726585,0.003542167,0.02235647,0.0007263037,0.00003196147,0.0003384589,0.00007328061,0.0002605894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8984714,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928205092595281,"score_gpt":0.3812101646630013,"score_spread":0.3619281137370485,"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."}}