{"id":"W2322670039","doi":"10.5414/cn107324","title":"Cystatin C and acute changes in glomerular filtration rate","year":2012,"lang":"en","type":"review","venue":"Clinical Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Renal function; Cystatin C; Creatinine; Acute kidney injury; Nephrology; Urology; Internal medicine; Nephropathy; Intensive care medicine; Kidney disease; Surrogate endpoint; Diabetes mellitus; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008331989,0.0003011353,0.002201827,0.0001535896,0.00002437609,0.000009698423,0.00008819911,0.0007734151,0.0005040006],"category_scores_gemma":[0.0004515256,0.0002306636,0.000276574,0.0001718787,0.0002605699,0.00004156683,0.00008686562,0.0006243886,0.0002463355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004419924,"about_ca_system_score_gemma":0.0004157697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007209101,"about_ca_topic_score_gemma":0.00003383286,"domain_scores_codex":[0.9976135,0.00055403,0.0008526942,0.0004708172,0.00008219342,0.0004267398],"domain_scores_gemma":[0.9978102,0.001125939,0.0002697002,0.0003635313,0.00002868792,0.0004019774],"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":[0.00007640132,0.0002372491,0.0009010914,0.00585733,0.0003823128,0.0001289022,0.00001690971,7.179313e-9,0.000002766223,0.0001737481,0.004195353,0.9880279],"study_design_scores_gemma":[0.001225166,0.0003868497,0.002003549,0.001445842,0.003527887,0.00005902995,0.000003315693,0.000008098626,2.987909e-7,0.0001820224,0.9909699,0.000188024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001099434,0.9963552,0.000004613838,0.001079319,0.0003186929,0.0007700708,0.0000674533,0.00003489841,0.0002702801],"genre_scores_gemma":[0.0000969094,0.9927732,0.0001240109,0.0050319,0.0009596747,0.0001179866,0.0006418183,0.00003706306,0.0002174851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9878399,"threshold_uncertainty_score":0.9406188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003968129438377,"score_gpt":0.430729092116356,"score_spread":0.3303322791725182,"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."}}