{"id":"W4229004061","doi":"10.1093/ndt/gfac071.025","title":"MO494: The Prospective Roles of Urinary Dickkopf-3 for Detecting Renal Function Deterioration and Monitoring Chronic Kidney Disease Progression: Systematic Review of Cohort Studies","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney disease; Renal function; Internal medicine; Albuminuria; Cohort; Urinary system; Cohort study; Dialysis; Microalbuminuria; Urology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01295005,0.001582362,0.01006633,0.01353197,0.0006599419,0.002496643,0.002337621,0.001487198,0.005409449],"category_scores_gemma":[0.04202849,0.001011311,0.01363193,0.01330435,0.000881421,0.002251955,0.00228095,0.001014558,0.0003277717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898721,"about_ca_system_score_gemma":0.009866593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104965,"about_ca_topic_score_gemma":0.03141707,"domain_scores_codex":[0.9905427,0.002956832,0.004180173,0.0007907344,0.001263643,0.0002659509],"domain_scores_gemma":[0.9610558,0.0252322,0.00862021,0.0009048301,0.003690314,0.000496601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004655388,0.00001355695,0.002422907,0.9352657,0.04408972,0.00007262533,0.0001169556,0.0000768719,0.0001426212,0.0001141229,0.000907831,0.01631154],"study_design_scores_gemma":[0.000648223,0.0002919589,0.01661995,0.5931263,0.3766855,0.0003475102,0.0002621193,0.0001492492,0.000194893,0.0003139703,0.01128368,0.00007666844],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002109577,0.9954549,0.0001905008,0.0002383142,0.00008355679,0.0004304942,0.00130028,0.0000124629,0.0001799019],"genre_scores_gemma":[0.04338666,0.9512364,0.001454717,0.0006528607,0.0001288778,0.00158384,0.001332216,0.00001651939,0.0002079017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01353197,"threshold_uncertainty_score":0.06848723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312970053723709,"score_gpt":0.2935754790314126,"score_spread":0.2804457784941755,"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."}}