{"id":"W2070318887","doi":"10.1167/iovs.10-6935","title":"A Prototype Antifungal Contact Lens","year":2011,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Biomedical Imaging and Bioengineering; National Eye Institute; National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; U.S. Public Health Service; Consortia for Improving Medicine with Innovation and Technology","keywords":"Econazole; Contact lens; Candida albicans; PLGA; Materials science; Antifungal; Chemistry; Miconazole; Biomedical engineering; Microbiology; Medicine; Nanotechnology; Biology; Ophthalmology; Nanoparticle","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":[0.0001976279,0.0004248032,0.0002038782,0.0002093459,0.0001941406,0.0004405284,0.0007991643,0.000652205,0.003953694],"category_scores_gemma":[0.0003138925,0.0001333684,0.0003118175,0.000136681,0.0001578045,0.0004731813,0.0002204255,0.0002680023,0.001017948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512745,"about_ca_system_score_gemma":0.0005042088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007517777,"about_ca_topic_score_gemma":0.0007997726,"domain_scores_codex":[0.9998196,0.0000115627,0.00001388755,0.00003942551,0.00009505858,0.00002037704],"domain_scores_gemma":[0.9998385,0.00002138664,0.0000251258,0.00001894545,0.00006773804,0.00002828771],"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":[0.0001849226,0.0001427871,0.001029852,0.0004894419,0.00001870753,0.0004078992,0.00006465962,0.0004937207,0.9367463,0.0007380724,0.001679607,0.05800408],"study_design_scores_gemma":[0.0002628182,0.003042757,0.006534101,0.00006117264,0.0001079502,0.006862438,0.00007775214,0.008657177,0.890855,0.0002034624,0.08327587,0.00005950694],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6060661,0.01106878,0.3432018,0.00124186,0.0009700377,0.001798174,0.001476318,0.004308882,0.0298681],"genre_scores_gemma":[0.7510269,0.002094296,0.2260401,0.0004118269,0.00009170137,0.0003574441,0.0006544456,0.00008841969,0.01923495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003953694,"threshold_uncertainty_score":0.01322645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07823035665450896,"score_gpt":0.3415670322235905,"score_spread":0.2633366755690816,"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."}}