{"id":"W2136439488","doi":"10.1517/17425247.2014.882315","title":"Contact lenses for antifungal ocular drug delivery: a review","year":2014,"lang":"en","type":"review","venue":"Expert Opinion on Drug Delivery","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fungal keratitis; Contact lens; Drug; Antifungal drug; Antifungal; Medicine; Cornea; Antifungal drugs; Drug delivery; Keratitis; Pharmacology; Dosing; Dermatology; Ophthalmology; Nanotechnology; Materials science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001018476,0.001290411,0.005140718,0.0003710109,0.0002532687,0.00007666323,0.0005452724,0.0004983247,0.0003428141],"category_scores_gemma":[0.0002638844,0.00101741,0.003159396,0.000341372,0.00007184574,0.0001866281,0.0001543437,0.0008332317,0.001034403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105574,"about_ca_system_score_gemma":0.0009169701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506093,"about_ca_topic_score_gemma":0.00001013803,"domain_scores_codex":[0.9947053,0.0005497376,0.001496474,0.00138662,0.0008521466,0.001009696],"domain_scores_gemma":[0.9958515,0.0007600779,0.0007490352,0.001692899,0.0004326836,0.0005138456],"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":[0.0001263335,0.0002555724,0.000007891213,0.05085136,0.0007388089,0.00006420231,0.00007536665,5.691292e-8,0.000009180447,0.0001392613,0.177657,0.770075],"study_design_scores_gemma":[0.001113304,0.0003904643,0.000002386152,0.1788837,0.0006126557,0.00004522628,0.00003817945,0.00001069536,0.00004482966,0.000004783048,0.817996,0.0008578015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005824481,0.9906754,0.0000550087,0.0008524152,0.0023774,0.004856464,0.0001880113,0.0002478657,0.0006892018],"genre_scores_gemma":[0.00002317471,0.9864326,0.000319804,0.007456268,0.001762789,0.0007012496,0.001736582,0.0002828818,0.00128471],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7692171,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04589144461870147,"score_gpt":0.3501542540974516,"score_spread":0.3042628094787501,"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."}}