{"id":"W3165125237","doi":"10.1111/hdi.12939","title":"Polyvinylpyrrolidone in hemodialysis membranes: Impact on platelet loss during hemodialysis","year":2021,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polyvinylpyrrolidone; Biocompatibility; Membrane; Chromatography; Elution; Dialysis; Polysulfone; Hemodialysis; Nuclear chemistry; Medicine; Chemistry; Surgery; Polymer chemistry; Organic chemistry; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002699737,0.000192454,0.0001533953,0.0001106498,0.0001016628,0.0003206157,0.0001160601,0.0002369732,0.0003905344],"category_scores_gemma":[0.0005591412,0.00007307797,0.000182672,0.0001353903,0.0001181788,0.0002189392,0.0001727693,0.0002178288,0.00008974512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001525877,"about_ca_system_score_gemma":0.0001321919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003177189,"about_ca_topic_score_gemma":0.0001833652,"domain_scores_codex":[0.9997274,0.0001005662,0.00002263186,0.00004165194,0.00007701915,0.00003069398],"domain_scores_gemma":[0.9996245,0.0001237009,0.0001450469,0.0000234754,0.00005799545,0.00002522024],"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":[0.001042577,0.0000957954,0.005160683,0.0002029117,0.00003627256,0.0001266924,0.00007143209,0.0004663407,0.9812647,0.0000334199,0.00005371965,0.01144547],"study_design_scores_gemma":[0.00001520062,0.001450466,0.02275245,0.0000136265,0.00004609592,0.0003803382,0.00004718221,0.001195815,0.9730926,0.00002064825,0.0009778093,0.000007802901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974746,0.001837978,0.0004160974,0.00001821374,0.00000549857,0.000004749199,0.00003530819,0.000008102881,0.000199525],"genre_scores_gemma":[0.9987104,0.0005017424,0.0004376665,0.00001122981,0.000004242844,0.000004963994,0.00003880118,0.000004224595,0.0002867019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003905344,"threshold_uncertainty_score":0.001427829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142792700143618,"score_gpt":0.277340174120493,"score_spread":0.2659122471190568,"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."}}