{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001997053,0.0002586312,0.0001618329,0.00017486,0.0000876295,0.0002301543,0.0001500912,0.0002667356,0.0008533786],"category_scores_gemma":[0.0003240359,0.00009334814,0.0002098155,0.0001636347,0.0001616814,0.0003704366,0.0001362982,0.0001879775,0.0001131924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003482787,"about_ca_system_score_gemma":0.0001996771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009148847,"about_ca_topic_score_gemma":0.001347747,"domain_scores_codex":[0.9998428,0.00001603576,0.00002193545,0.00003107157,0.00005974035,0.00002848046],"domain_scores_gemma":[0.9997687,0.00007298672,0.00007999352,0.00001638282,0.00003189247,0.0000300361],"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":[0.0001810655,0.00001866777,0.0002268559,0.00007080518,0.000005883202,0.00004609878,0.00001721196,0.00006295658,0.997847,0.0000147593,0.00001043841,0.001498304],"study_design_scores_gemma":[0.00002209182,0.0007770463,0.003875379,0.000009471201,0.00001621431,0.0001338716,0.00002518114,0.0005300959,0.9939381,0.000007835677,0.0006568751,0.000007801861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969612,0.001559483,0.001061289,0.00001810436,0.00001446848,0.00001345083,0.00006826477,0.00001168008,0.0002919913],"genre_scores_gemma":[0.9960555,0.0006117198,0.002272543,0.00001056651,0.000005004611,0.00001695319,0.0001173902,0.00000605882,0.0009042436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009148847,"threshold_uncertainty_score":0.002854884,"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."}}