{"id":"W2800640584","doi":"10.1016/j.clae.2018.03.005","title":"Surface versus bulk activity of lysozyme deposited on hydrogel contact lens materials in vitro","year":2018,"lang":"en","type":"article","venue":"Contact Lens and Anterior Eye","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care; Abbott Medical Optics","keywords":"Contact lens; Lysozyme; Materials science; In vitro; Contact angle; Nanotechnology; Lens (geology); Biomedical engineering; Composite material; Optics; Chemistry; Medicine; Physics; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000277599,0.0002863737,0.0002364977,0.0001761511,0.0001127188,0.000268228,0.0001569637,0.0002423532,0.001646167],"category_scores_gemma":[0.0003717051,0.0001176054,0.0002241375,0.0002325003,0.0001518341,0.000267416,0.0001190657,0.0002336499,0.0002286762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002037993,"about_ca_system_score_gemma":0.0001797762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541359,"about_ca_topic_score_gemma":0.001662173,"domain_scores_codex":[0.9997738,0.00004026581,0.00002574678,0.00004675194,0.00006213718,0.00005133771],"domain_scores_gemma":[0.9997128,0.0001368859,0.00004502041,0.00002098181,0.00005463125,0.0000297087],"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":[0.000224427,0.00001999603,0.0002412542,0.000045471,0.000006412179,0.00003151343,0.00002295956,0.00004821667,0.9986241,0.00001228145,0.00001060611,0.0007127776],"study_design_scores_gemma":[0.000007108009,0.0003601326,0.003175332,0.000005287072,0.00001429216,0.00003130691,0.00003460817,0.0004859653,0.9956767,0.000006294844,0.0002000044,0.000003001583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972287,0.000924664,0.0006718895,0.00001139505,0.00002188622,0.000009438305,0.0001548685,0.00001092885,0.0009662558],"genre_scores_gemma":[0.9956409,0.0004630254,0.001184134,0.00001704214,0.00001231465,0.00001023244,0.0003331995,0.00001180407,0.002327382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001646167,"threshold_uncertainty_score":0.005506933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045071881437272,"score_gpt":0.2759031753562535,"score_spread":0.2554524565418808,"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."}}