{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003556752,0.0004676754,0.0007949807,0.001607131,0.0001667106,0.0006545301,0.0003303898,0.0008115844,0.0017521],"category_scores_gemma":[0.0006674131,0.000156825,0.0004952557,0.0008726947,0.0002699739,0.0005177986,0.0003872389,0.000613364,0.0005831298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480827,"about_ca_system_score_gemma":0.0005612238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007894615,"about_ca_topic_score_gemma":0.001277204,"domain_scores_codex":[0.999755,0.00004316705,0.00004481404,0.00003629567,0.0001006447,0.00002019852],"domain_scores_gemma":[0.999752,0.0001180811,0.00004407846,0.000004673721,0.00006839485,0.00001278701],"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":[0.0001358458,0.00007525398,0.0009907947,0.0381057,0.0001650608,0.0007798382,0.0001598242,0.000346382,0.0137638,0.001930615,0.01161548,0.9319315],"study_design_scores_gemma":[0.000032821,0.0004501062,0.009265835,0.01006679,0.00043781,0.0110347,0.0002855665,0.0002456697,0.01222427,0.001780455,0.9541304,0.00004560093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004452952,0.9988077,0.00005602113,0.00009571604,0.00006591088,0.000002088882,0.000008284879,0.000002479167,0.0005164199],"genre_scores_gemma":[0.003256923,0.9959229,0.0001050002,0.00009647273,0.00009337965,0.000004112558,0.00001488418,9.011451e-7,0.0005053837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0017521,"threshold_uncertainty_score":0.005861402,"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."}}