{"id":"W4327958270","doi":"10.1016/j.ekir.2023.02.679","title":"WCN23-0020 IMPACT OF HYDRATION SHELL OF HEMODIALYSIS MEMBRANES ON ACTIVATION OF SURROGATE BIOMARKERS IN THE UREMIC SERUM OF DIALYSIS PATIENTS","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Saskatchewan","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Surrogate endpoint; Membrane; Internal medicine; Uremic toxins; Urology; Intensive care medicine; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002809989,0.00008306267,0.0001643433,0.0001003429,0.0001761009,0.0003488001,0.0001029576,0.0002273443,0.003694854],"category_scores_gemma":[0.0005090742,0.00004556746,0.0001597837,0.0000971418,0.000125125,0.0001469712,0.0002161806,0.0001890552,0.0003381749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002592596,"about_ca_system_score_gemma":0.0004002761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671738,"about_ca_topic_score_gemma":0.002424168,"domain_scores_codex":[0.9998685,0.00003082483,0.000009608796,0.00001768793,0.0000482323,0.00002508643],"domain_scores_gemma":[0.9997748,0.0000391449,0.00004486992,0.00001339298,0.00007763548,0.00005030798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006815158,0.0005522416,0.04489551,0.0003434453,0.0001095232,0.0004408894,0.0002536094,0.0002441109,0.9070883,0.0002011931,0.001253575,0.03780243],"study_design_scores_gemma":[0.0003077759,0.01021327,0.4537638,0.000102059,0.0002385143,0.001269547,0.0008860143,0.002438219,0.5134129,0.000141032,0.01718813,0.00003868257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998203,0.0005012843,0.0001351845,0.00005766514,0.00002500069,0.0000220056,0.0001029748,0.00001066597,0.0009422316],"genre_scores_gemma":[0.9980788,0.000230534,0.0004312168,0.00007284863,0.000007171303,0.00001892221,0.0001597111,0.000004933307,0.0009958984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003694854,"threshold_uncertainty_score":0.01236057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01303485677257667,"score_gpt":0.2851687268080945,"score_spread":0.2721338700355179,"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."}}