{"id":"W2943910759","doi":"10.3389/fbioe.2019.00117","title":"Luminal Plasma Treatment for Small Diameter Polyvinyl Alcohol Tubular Scaffolds","year":2019,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Waterloo","funders":"National Heart, Lung, and Blood Institute; Natural Sciences and Engineering Research Council of Canada; National Institute of Dental and Craniofacial Research; Oregon National Primate Research Center; National Institutes of Health","keywords":"Polyvinyl alcohol; Platelet adhesion; Adhesion; Surface modification; Lumen (anatomy); Biomaterial; Scaffold; Biomedical engineering; Platelet-rich plasma; Materials science; Extracellular matrix; Vascular graft; Biophysics; Chemistry; Plasma; Chemical engineering; Platelet; Polymer chemistry; Nanotechnology; Composite material; Surgery; Biochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009531215,0.0003032424,0.0001332458,0.0001238815,0.0001050666,0.0001527203,0.0001648174,0.0002401597,0.000585814],"category_scores_gemma":[0.0001186271,0.0001016412,0.0001974488,0.00008117405,0.0001305347,0.0001603845,0.0001394934,0.0002441979,0.0001970089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028739,"about_ca_system_score_gemma":0.00007363072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789684,"about_ca_topic_score_gemma":0.0002969812,"domain_scores_codex":[0.9999166,0.000007945201,0.000006583977,0.00002430251,0.00002421695,0.00002047378],"domain_scores_gemma":[0.9998972,0.00002265286,0.00004322601,0.00001040235,0.00001586648,0.00001054507],"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":[0.000007374286,0.000002282873,0.00002242373,0.00001302744,8.161209e-7,0.00001525878,0.000007441592,0.00002101512,0.9995064,0.000009385029,0.000005341841,0.0003893542],"study_design_scores_gemma":[0.000001284213,0.00006868293,0.0006442342,0.000001424564,0.000003107725,0.00006026853,0.000007746588,0.0001930956,0.9985612,0.000008177152,0.0004487112,0.000001986772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838446,0.0007597798,0.01398453,0.00004143153,0.00003008281,0.00003781215,0.0001225199,0.0001591411,0.001020079],"genre_scores_gemma":[0.9903742,0.0004208204,0.007635492,0.00003581073,0.00001171673,0.00004159973,0.0001348177,0.00004048286,0.00130501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000585814,"threshold_uncertainty_score":0.001959801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00840922521020157,"score_gpt":0.2159896806923796,"score_spread":0.207580455482178,"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."}}