{"id":"W2276609595","doi":"10.1021/acs.biomac.6b00019","title":"Antifouling Polymer Brushes Displaying Antithrombogenic Surface Properties","year":2016,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"European Regional Development Fund; Natural Sciences and Engineering Research Council of Canada","keywords":"Biofouling; Polycarbonate; Fouling; Protein adsorption; Polymer; Materials science; Adhesion; Adsorption; Contact angle; Chemical engineering; Nanotechnology; Polymer chemistry; Chemistry; Composite material; Membrane; Organic chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000212,0.0002765769,0.0003012279,0.00006768686,0.0003240841,0.0001516453,0.0003385769,0.00007020151,0.0004523176],"category_scores_gemma":[0.00009379572,0.0001690462,0.0001157014,0.0001681034,0.0003667689,0.0004674415,0.0002404472,0.00004596745,0.001821948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005633473,"about_ca_system_score_gemma":0.00005049753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002649145,"about_ca_topic_score_gemma":0.0000367242,"domain_scores_codex":[0.9980949,0.0001069583,0.0003666623,0.0005197293,0.0003417147,0.0005700123],"domain_scores_gemma":[0.9991645,0.0001093168,0.0001517764,0.0003839316,0.00008587909,0.0001046003],"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":[0.00003727942,0.00004026108,0.00315106,0.00001643118,0.00003913914,0.000021414,0.0002115145,9.807139e-7,0.9948832,0.000118791,0.0003253635,0.00115456],"study_design_scores_gemma":[0.0002842364,0.00003470348,0.002025484,0.0001831615,0.00002165018,0.00004253659,0.0001576417,0.000009905726,0.9959482,0.00002091832,0.0009528833,0.0003187048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897313,0.006029745,0.00111435,0.0009836828,0.0009931186,0.0001284391,0.0000555361,0.0003083851,0.0006554733],"genre_scores_gemma":[0.9976472,0.0001255928,0.0006121545,0.0001093139,0.00007810473,0.00001013808,0.000001069617,0.00004155749,0.001374839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007915961,"threshold_uncertainty_score":0.9989552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747302446872536,"score_gpt":0.2533038854933096,"score_spread":0.2258308610245843,"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."}}