{"id":"W2153874525","doi":"10.2215/cjn.05290610","title":"Cystatin C Reduction Ratio Depends on Normalized Blood Liters Processed and Fluid Removal during Hemodialysis","year":2010,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Kt/V; Medicine; Urology; Hemodialysis; Interquartile range; Dialysis; Cystatin C; Creatinine; Renal function; Ultrafiltration (renal); Urea; Dialysis adequacy; Coefficient of variation; Internal medicine; Chromatography; Chemistry; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007979327,0.0002257194,0.0003055003,0.0002348428,0.00009819253,0.000453133,0.0001972409,0.0002492299,0.0006611481],"category_scores_gemma":[0.002651503,0.0001125847,0.0001947829,0.000207436,0.0001790264,0.0002852684,0.0001503392,0.0004109077,0.0001586336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652069,"about_ca_system_score_gemma":0.0001664843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000591921,"about_ca_topic_score_gemma":0.0003273193,"domain_scores_codex":[0.9995034,0.0001325355,0.00005068009,0.0001127886,0.0001572471,0.00004335832],"domain_scores_gemma":[0.9980898,0.0007666045,0.0006622458,0.0001813035,0.0001772295,0.0001227397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00172893,0.0002160007,0.9356252,0.00006223626,0.000182027,0.0001383925,0.0001539845,0.0006917323,0.04007308,0.00007206461,0.0001468891,0.02090937],"study_design_scores_gemma":[0.00001031405,0.0008766343,0.9852822,0.000007198711,0.00005842816,0.0007802723,0.00005782912,0.002133017,0.01053535,0.00003392629,0.0002180848,0.00000676457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986885,0.0002566969,0.0006922949,0.00001185223,0.000002839173,0.000004660275,0.00005216949,0.00001575081,0.000275199],"genre_scores_gemma":[0.999509,0.000038804,0.0002982119,0.000006911444,0.000002565735,0.000003413002,0.00006366504,0.000003256498,0.00007412051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007979327,"threshold_uncertainty_score":0.00421989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596836016203589,"score_gpt":0.3153155242934968,"score_spread":0.2993471641314609,"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."}}