{"id":"W2954358675","doi":"10.1007/s10047-019-01110-w","title":"Clinical evaluation of performance, biocompatibility, and safety of vitamin E-bonded polysulfone membrane hemodialyzer compared to non-vitamin E-bonded hemodialyzer","year":2019,"lang":"en","type":"article","venue":"Journal of Artificial Organs","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Dialysis; Biocompatibility; Polysulfone; Internal medicine; Creatinine; Urology; Ultrafiltration (renal); Surgery; Chemistry; Chromatography; Membrane; 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":[0.0008418795,0.0002721383,0.0004979154,0.0001037778,0.0001330211,0.0001875489,0.0001609954,0.0003331206,0.0007081206],"category_scores_gemma":[0.001448228,0.00007553089,0.0002260916,0.0001015982,0.0002659046,0.0002027929,0.00011777,0.0002656902,0.0001145641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002161,"about_ca_system_score_gemma":0.0001410226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008048152,"about_ca_topic_score_gemma":0.00006580877,"domain_scores_codex":[0.9996631,0.0001521648,0.00003174504,0.00006567889,0.00006778703,0.00001949364],"domain_scores_gemma":[0.9994672,0.0001885808,0.0001459963,0.00004779697,0.00007227824,0.00007811722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2100855,0.01155545,0.1014808,0.001066804,0.0006032785,0.0006526922,0.0006406133,0.0009791239,0.4522247,0.0001741051,0.0005883298,0.2199486],"study_design_scores_gemma":[0.006414441,0.6946287,0.1785694,0.00003648036,0.0005391512,0.00199744,0.0002409667,0.002127836,0.1119926,0.0000967606,0.003322265,0.00003397355],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990134,0.0005280084,0.0002507269,0.0000157803,0.00000587361,0.00004172764,0.00001749937,0.000006298567,0.0001207918],"genre_scores_gemma":[0.9988567,0.0002280597,0.0005557891,0.00004066983,0.00001650174,0.00004561794,0.0000624525,0.000001745825,0.0001924594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008418795,"threshold_uncertainty_score":0.004452348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022937264786587,"score_gpt":0.3237264041837083,"score_spread":0.2934970315358425,"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."}}