{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008599161,0.001009289,0.002186844,0.004516211,0.0002233095,0.001006884,0.001025568,0.001218661,0.002208675],"category_scores_gemma":[0.0016563,0.00037042,0.0009048153,0.004177704,0.0006696194,0.001494849,0.000769323,0.001741256,0.001060311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008498438,"about_ca_system_score_gemma":0.001635855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266778,"about_ca_topic_score_gemma":0.002636566,"domain_scores_codex":[0.9994931,0.0001002165,0.0001232931,0.00008124176,0.0001694633,0.00003262447],"domain_scores_gemma":[0.9991422,0.0004567378,0.0001753763,0.00002336939,0.0001683193,0.00003412356],"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":[0.000135673,0.00006626749,0.0007825738,0.03304361,0.0003409878,0.000213871,0.00007104095,0.0003460475,0.0005982819,0.002654593,0.02010439,0.9416427],"study_design_scores_gemma":[0.0000498084,0.0001637443,0.006174368,0.01444913,0.0005911,0.004065092,0.0001263508,0.000243956,0.0009758067,0.003166786,0.9699414,0.00005251086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006154559,0.9995499,0.00003266524,0.00008412872,0.0000657101,0.000002040663,0.000006946599,0.000001889465,0.0001950682],"genre_scores_gemma":[0.0006289002,0.9990014,0.00007216963,0.00006727187,0.00006941619,0.000004513029,0.00001641075,5.508907e-7,0.0001392708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004516211,"threshold_uncertainty_score":0.007388771,"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."}}