{"id":"W4404165725","doi":"10.1097/opx.0000000000002196","title":"Extended release of ciprofloxacin from commercial silicone‐hydrogel and conventional hydrogel contact lenses containing vitamin E diffusion barriers","year":2024,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Mitacs; Canadian Optometric Education Trust Fund","keywords":"Silicone hydrogel; Diffusion; Self-healing hydrogels; Silicone; Materials science; Contact lens; Biomedical engineering; Chemistry; Ophthalmology; Polymer chemistry; Composite material; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006555266,0.0001835152,0.0003802875,0.0003999129,0.0002803371,0.0001013698,0.0001165679,0.0001010177,0.0001689655],"category_scores_gemma":[0.0003312083,0.000149575,0.00009038673,0.0007472801,0.0005579049,0.0004398638,0.0001564872,0.00023425,0.00001081416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003892025,"about_ca_system_score_gemma":0.0002111268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008221697,"about_ca_topic_score_gemma":0.000002704726,"domain_scores_codex":[0.9981642,0.000035541,0.0003375795,0.0005699974,0.0006160098,0.0002767095],"domain_scores_gemma":[0.9988603,0.0003024083,0.00007901338,0.0002490922,0.0001124163,0.0003967638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004346399,0.00009036234,0.1732709,0.0001411011,0.00004634891,0.00007965418,0.0006492991,3.698078e-7,0.7964264,0.001742538,0.00002505644,0.02709337],"study_design_scores_gemma":[0.004095598,0.001966421,0.7763054,0.001892286,0.0002309029,0.00004832901,0.003003514,0.01675724,0.1933085,0.0004370706,0.001499036,0.0004556836],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956363,0.002845899,0.0003336791,0.0003130214,0.0002404016,0.000217595,0.00005563019,0.00004643475,0.0003110148],"genre_scores_gemma":[0.9989446,0.0002910786,0.0002566924,0.000300408,0.00005127323,0.000004434042,0.00001621304,0.00001301862,0.0001222655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6031179,"threshold_uncertainty_score":0.6099494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181051467938813,"score_gpt":0.3604305569756992,"score_spread":0.3486200422963111,"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."}}