{"id":"W2076917393","doi":"10.1002/mabi.201000390","title":"Low Thrombogenicity Coating of Nonwoven PET Fiber Structures for Vascular Grafts","year":2011,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Institute for Biological Sciences; Polytechnique Montréal; National Research Council Canada","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Thrombogenicity; Platelet activation; Surface modification; Biomedical engineering; Coating; Platelet; Platelet adhesion; Materials science; Adhesion; Chemistry; Composite material; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316876,0.000192082,0.0002704585,0.00008082073,0.0002527932,0.00003875611,0.0009807945,0.00007582924,0.0004850926],"category_scores_gemma":[0.0001391086,0.0001666586,0.0001599087,0.000552141,0.0008391207,0.0001127591,0.0002001772,0.00007909675,0.00004403113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004107541,"about_ca_system_score_gemma":0.0001101067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097835,"about_ca_topic_score_gemma":0.000006884947,"domain_scores_codex":[0.9978948,0.00006103628,0.0003915704,0.0006027226,0.0005282128,0.000521649],"domain_scores_gemma":[0.9987571,0.00007150905,0.0002325377,0.0006173559,0.0001769377,0.000144566],"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":[0.000008461102,0.00008700032,0.00004685231,0.00004704198,0.000007412188,0.000003697061,0.0001624967,0.000002950463,0.9952212,0.00380246,0.0001205782,0.0004898814],"study_design_scores_gemma":[0.0002461712,0.0001558153,0.0009239119,0.00002312824,0.00002722294,0.0000188418,0.00001624708,0.0002033647,0.9883269,0.009438002,0.0004155206,0.0002048756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597572,0.00009920415,0.1382208,0.00007146378,0.0002056316,0.000668546,0.000115734,0.00008865717,0.0007728323],"genre_scores_gemma":[0.7970942,0.000007147506,0.2025429,0.000181978,0.00002699633,0.00006999259,0.000009984246,0.00001888929,0.00004783439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06432217,"threshold_uncertainty_score":0.6796141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524769148863723,"score_gpt":0.2525352311501742,"score_spread":0.237287539661537,"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."}}