{"id":"W3200958365","doi":"10.1002/jbm.b.34936","title":"Influence of UV‐irradiation intensity and exposure duration on the hemobiocompatibility enhancement of a novel synthesized phosphobetaine zwitterions polyethersulfone clinical hemodialysis membranes","year":2021,"lang":"en","type":"article","venue":"Journal of Biomedical Materials Research Part B Applied Biomaterials","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of Saskatchewan","funders":"","keywords":"Membrane; Biocompatibility; Protein adsorption; Materials science; Adsorption; Grafting; Polysulfone; Monomer; Polymer; Surface modification; Chemical engineering; Polymer chemistry; Chemistry; Organic chemistry; 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":[0.0001845009,0.0003011238,0.0001347453,0.0001286322,0.00008991842,0.0001873624,0.0001314136,0.0002638997,0.0006047962],"category_scores_gemma":[0.0002541608,0.000134039,0.0001537939,0.0001048853,0.00008815157,0.000223811,0.0001140957,0.0002065174,0.0001177325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135869,"about_ca_system_score_gemma":0.00007894968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001695872,"about_ca_topic_score_gemma":0.0002489437,"domain_scores_codex":[0.9999111,0.00001658228,0.000009214224,0.00002620791,0.00002297327,0.00001399756],"domain_scores_gemma":[0.9998993,0.00002590178,0.00004288684,0.000005801164,0.00001649605,0.000009616783],"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":[0.00004907975,0.000008138873,0.00004299748,0.00003482321,0.00000314734,0.00001639225,0.00001343738,0.00003315747,0.9989362,0.00001177826,0.000007178661,0.0008437261],"study_design_scores_gemma":[0.000003860412,0.0001535666,0.0007733075,0.000002590713,0.00001015902,0.00004203668,0.000007340433,0.0001721102,0.9983881,0.000004566393,0.0004397756,0.000002772916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968019,0.001333537,0.001423878,0.00002420275,0.00001398198,0.00001260688,0.00004483828,0.0000194702,0.0003255778],"genre_scores_gemma":[0.9960368,0.0009933743,0.002260247,0.00001739951,0.000006752778,0.00002167975,0.00005047052,0.00001066003,0.0006025303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006047962,"threshold_uncertainty_score":0.00202328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08363991862244119,"score_gpt":0.3750491343187136,"score_spread":0.2914092156962724,"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."}}