{"id":"W2771541904","doi":"10.1021/acsami.7b16723","title":"Sulfonate Groups and Saccharides as Essential Structural Elements in Heparin-Mimicking Polymers Used as Surface Modifiers: Optimization of Relative Contents for Antithrombogenic Properties","year":2017,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Government of Jiangsu Province; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Sulfonate; Materials science; Heparin; Polymer; Adhesion; Monomer; Polymerization; Copolymer; Polymer chemistry; Cell adhesion; Chemical engineering; Chemistry; Sodium; Biochemistry; Composite material","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":[0.0001260993,0.0002379691,0.0005845423,0.00007875328,0.0001527731,0.000124835,0.0001451971,0.0001084469,0.00005189292],"category_scores_gemma":[0.00005455027,0.000194305,0.00002046626,0.0000298293,0.0001920617,0.0002959111,0.0001234122,0.00005201822,0.00000349753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000366331,"about_ca_system_score_gemma":0.00002973917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002031712,"about_ca_topic_score_gemma":0.00007663982,"domain_scores_codex":[0.9987741,0.00002126541,0.0004274752,0.0003420771,0.0001696947,0.0002653759],"domain_scores_gemma":[0.9992032,0.00002317932,0.0004478303,0.0002323128,0.00004954845,0.0000439172],"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":[0.001774112,0.00007670526,0.005234254,0.0001674489,0.0004055287,0.00001014531,0.0009270031,0.0001612668,0.990556,0.000438841,0.000006647789,0.0002420333],"study_design_scores_gemma":[0.004878948,0.0002213364,0.002316712,0.0002548785,0.0001518039,0.0000122929,0.0007089736,0.0001172179,0.990423,0.0007312095,0.00000115119,0.0001825392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978603,0.0002268071,0.00003065645,0.000081417,0.0001798837,0.001255681,0.00006908923,0.00004103573,0.0002551642],"genre_scores_gemma":[0.9987972,0.0001843251,0.0006669727,0.00002574794,0.00001597082,0.00004895411,0.0000575183,0.00005687695,0.0001464267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003104836,"threshold_uncertainty_score":0.7923527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913015233507545,"score_gpt":0.2928408162537656,"score_spread":0.2637106639186902,"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."}}