{"id":"W4327958296","doi":"10.1016/j.ekir.2023.02.680","title":"WCN23-0021 POLYVINYLPYRROLIDONE (PVP) ENHANCES THE HEMOCOMPATIBILITY OF POLYETHERSULFONE (PES) HEMODIALYSIS MEMBRANES","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Saskatchewan","funders":"","keywords":"Thrombogenicity; Polyvinylpyrrolidone; Membrane; Medicine; Biocompatible material; Platelet; Thrombus; Hemodialysis; Adhesion; Biomedical engineering; Biophysics; Surgery; Polymer chemistry; Materials science; Immunology; Biochemistry; Chemistry; Composite material","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":[0.0001663405,0.0001845358,0.0001119679,0.0001269199,0.0000805444,0.0002591365,0.0001191871,0.0001657149,0.002116658],"category_scores_gemma":[0.0002507778,0.0000584847,0.0001329028,0.0001076066,0.00009815273,0.0002289717,0.0001608041,0.0002442445,0.0004005796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009009532,"about_ca_system_score_gemma":0.0001243649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002840607,"about_ca_topic_score_gemma":0.0003069662,"domain_scores_codex":[0.9998782,0.00002445446,0.00000698505,0.00001965891,0.00004515407,0.00002544625],"domain_scores_gemma":[0.9998939,0.00002084978,0.00002830963,0.000009698399,0.00002209766,0.00002505813],"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":[0.0001300829,0.00006932102,0.0001476841,0.00003632499,0.00000354035,0.00004990454,0.00001496695,0.00008994029,0.9939102,0.0001135624,0.0000978568,0.005336588],"study_design_scores_gemma":[0.00001575333,0.0004685899,0.003333708,0.000006772741,0.00001077991,0.0001880731,0.00001168179,0.0007495555,0.9900973,0.00003452469,0.005078445,0.000004919306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911492,0.001205061,0.003000373,0.00007144618,0.00004987623,0.00002788278,0.00005122812,0.00009437769,0.004350687],"genre_scores_gemma":[0.9939283,0.0004253265,0.002552144,0.00003152773,0.0000151014,0.00001319911,0.00004416439,0.00002632206,0.002964035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116658,"threshold_uncertainty_score":0.007080913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597299324842731,"score_gpt":0.2902728407830599,"score_spread":0.2742998475346325,"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."}}