{"id":"W3082107307","doi":"10.1116/6.0000366","title":"Antifouling silicone hydrogel contact lenses via densely grafted phosphorylcholine polymers","year":2020,"lang":"en","type":"article","venue":"Biointerphases","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contact angle; Protein adsorption; Atom-transfer radical-polymerization; Biofouling; Oxygen permeability; Wetting; Polymer; Materials science; Chemical engineering; Adsorption; Polymer chemistry; Surface modification; Silicone; Methacrylate; Contact lens; Side chain; Siloxane; Fourier transform infrared spectroscopy; Silane; Attenuated total reflection; Polymerization; Chemistry; Organic chemistry; Membrane; Composite material; Oxygen","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":[0.00008911669,0.0004751447,0.0001437216,0.0001632373,0.00005135208,0.0001903627,0.0001606306,0.0002076848,0.000926342],"category_scores_gemma":[0.0001675054,0.0001752793,0.0002014493,0.0001253369,0.0001251885,0.0002795495,0.0001864219,0.0002418576,0.0002508013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113062,"about_ca_system_score_gemma":0.00008656838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002072437,"about_ca_topic_score_gemma":0.000336164,"domain_scores_codex":[0.9999181,0.00001051733,0.000005693631,0.0000148204,0.00003219319,0.00001870575],"domain_scores_gemma":[0.9998822,0.00002716529,0.00005202837,0.000008714254,0.0000160212,0.00001394765],"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":[0.00001580353,0.000003092858,0.00003182325,0.00001424277,0.000001401305,0.00001280461,0.000002609253,0.00002397583,0.9992725,0.00000688413,0.00000386188,0.0006109772],"study_design_scores_gemma":[0.000004284895,0.0001402511,0.001003655,0.000001820755,0.000006433382,0.00008095905,0.000004240891,0.0004429703,0.9979993,0.000008300165,0.0003055587,0.000002227564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995603,0.0007084238,0.002907321,0.00002536203,0.00001253829,0.0000133229,0.00004478691,0.00004929903,0.0006359864],"genre_scores_gemma":[0.9918965,0.00084291,0.005574593,0.00003237781,0.00001070594,0.00001571594,0.0000883622,0.00001963899,0.001519327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000926342,"threshold_uncertainty_score":0.003098905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997139394449459,"score_gpt":0.2700463316746232,"score_spread":0.2400749377301286,"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."}}