{"id":"W2890067735","doi":"10.1002/mabi.201800132","title":"Reactive Ion Plasma Modification of Poly(Vinyl‐Alcohol) Increases Primary Endothelial Cell Affinity and Reduces Thrombogenicity","year":2018,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Institute of Dental and Craniofacial Research; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Thrombogenicity; Vinyl alcohol; Surface modification; Fibrin; Chemistry; Endothelial stem cell; Platelet; Viability assay; Platelet activation; Intimal hyperplasia; Materials science; Biophysics; Biomedical engineering; Polymer chemistry; Cell; Immunology; In vitro; Biochemistry; Medicine; Organic chemistry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364361,0.0001344382,0.000205674,0.00008546942,0.0003202191,0.0000452928,0.0001896557,0.0000701392,0.00001483268],"category_scores_gemma":[0.0001623402,0.0001192313,0.00008007159,0.0003659981,0.0006252603,0.0001187665,0.000118304,0.00009294993,0.00001236552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004288612,"about_ca_system_score_gemma":0.0001918626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036271,"about_ca_topic_score_gemma":0.000008932115,"domain_scores_codex":[0.9987624,0.00005855304,0.0002124924,0.000436278,0.0003252584,0.0002050067],"domain_scores_gemma":[0.9990734,0.0000336078,0.000148317,0.0004112005,0.0002026171,0.000130815],"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":[0.00006012346,0.0002799284,0.0006404833,0.00003842301,0.00001426994,0.000002908488,0.0001463009,4.371419e-7,0.9971911,0.0003720839,0.00004790065,0.001205993],"study_design_scores_gemma":[0.000529554,0.0003376997,0.03769778,0.0000442491,0.00006993607,0.0001688574,0.00008307963,0.0003931292,0.9601414,0.0002582833,0.0001548444,0.0001211745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933176,0.0003816489,0.002016348,0.0002819514,0.00005032684,0.0003183661,0.00003508886,0.00003792842,0.003560748],"genre_scores_gemma":[0.9958464,0.00007874579,0.003676286,0.0002042416,0.00007929203,0.00001658236,0.00001890372,0.00001153536,0.00006804161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0370573,"threshold_uncertainty_score":0.4862111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152541726176772,"score_gpt":0.2758896965077506,"score_spread":0.2543642792459829,"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."}}