{"id":"W2406214164","doi":"10.1097/opx.0000000000000615","title":"Biological and Clinical Implications of Lysozyme Deposition on Soft Contact Lenses","year":2015,"lang":"en","type":"review","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Johnson and Johnson Vision Care","keywords":"Lysozyme; Contact lens; Silicone hydrogel; Lens (geology); Adhesion; Deposition (geology); Protein adsorption; Chemistry; Materials science; Biophysics; Adsorption; Mucin; Nanotechnology; Biomedical engineering; Optics; Ophthalmology; Composite material; Biochemistry; Biology; Medicine; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391921,0.0001807217,0.00100305,0.0003143056,0.0001255492,0.00004239108,0.0001428551,0.0002382858,0.00001354971],"category_scores_gemma":[0.0005393525,0.0001104063,0.0001610279,0.0008043355,0.0004950374,0.0001152684,0.0001237323,0.0002632336,0.00002124881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003321017,"about_ca_system_score_gemma":0.0002426713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001971273,"about_ca_topic_score_gemma":1.41087e-7,"domain_scores_codex":[0.9983831,0.0001013915,0.0005022378,0.0005213015,0.0003133595,0.0001786158],"domain_scores_gemma":[0.998495,0.0004370444,0.0002420524,0.0003608452,0.0001894645,0.0002756252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000266995,0.0001259404,0.008086989,0.0005561035,0.00002112681,0.000004474455,0.000005359325,5.866343e-9,0.00009295594,0.0002184171,0.00001423892,0.9908477],"study_design_scores_gemma":[0.001928573,0.01140044,0.2229725,0.02149635,0.001484171,0.0004341269,0.00009613485,0.00004915473,0.000140278,0.0001633429,0.739002,0.0008328178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09139401,0.9070737,0.0001718929,0.0001374388,0.000115106,0.0004400001,0.00002960214,0.00001626792,0.0006219752],"genre_scores_gemma":[0.1155273,0.8839284,0.0003384527,0.00009727373,0.00004524459,0.000004822062,0.00001626684,0.000006589867,0.00003564159],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900149,"threshold_uncertainty_score":0.4502237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193148538819968,"score_gpt":0.5402468717415282,"score_spread":0.4209320178595314,"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."}}