{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957938,0.000516382,0.0001495536,0.0001781095,0.00007450221,0.0002613921,0.0001465107,0.0002316568,0.0004953357],"category_scores_gemma":[0.0001946334,0.0001433893,0.0001641391,0.0002203749,0.000161187,0.0002989113,0.0001625032,0.0002696493,0.0001954636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001541248,"about_ca_system_score_gemma":0.0001839625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001655784,"about_ca_topic_score_gemma":0.0003274635,"domain_scores_codex":[0.9998587,0.00003727479,0.00001706252,0.00002738324,0.00003500163,0.00002455283],"domain_scores_gemma":[0.9998615,0.0000265131,0.00006027707,0.000009355793,0.00001217484,0.00003022078],"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":[0.00004052843,0.00001082127,0.0000559596,0.00002052064,0.000002158778,0.00001061417,0.000004800514,0.0000672411,0.9988778,0.00005203105,0.000004035205,0.0008535506],"study_design_scores_gemma":[0.000005880965,0.0001566316,0.0005409703,0.000002554111,0.000009126842,0.00002949143,0.000004612906,0.0003004901,0.9984155,0.00001646221,0.0005153074,0.000002933109],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942002,0.001395389,0.003678739,0.00003352388,0.00001304358,0.00002680665,0.00004367388,0.00003145975,0.0005771795],"genre_scores_gemma":[0.9918794,0.001077469,0.006180382,0.00003045915,0.00001314023,0.00002845768,0.00008037202,0.00001776433,0.0006924852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000516382,"threshold_uncertainty_score":0.001657069,"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."}}