{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806786,0.0002257161,0.000355336,0.0001823961,0.0002672295,0.00002241448,0.000294802,0.0001255352,0.0007545396],"category_scores_gemma":[0.0004442055,0.000183611,0.00008973941,0.0008092404,0.00258212,0.0004553707,0.0001315567,0.0003387425,0.0004239989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008941276,"about_ca_system_score_gemma":0.0008180817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002220771,"about_ca_topic_score_gemma":0.000002675317,"domain_scores_codex":[0.9979768,0.00009952322,0.0002637951,0.0006213296,0.000422794,0.0006157242],"domain_scores_gemma":[0.9987888,0.00004328612,0.0001194474,0.0003432112,0.0003202914,0.0003849518],"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":[0.0001222888,0.0001609048,0.4248998,0.00001293927,0.00002392221,0.0006706471,0.000858376,5.179757e-8,0.5721097,0.001039111,0.000007697397,0.00009450797],"study_design_scores_gemma":[0.0003980389,0.002592605,0.5564094,0.00005742485,0.00003153205,0.0003287684,0.0001843787,0.00003949621,0.4387158,0.0009824269,0.0001018285,0.000158305],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606656,0.00006437265,0.000003230762,0.0001986706,0.0002165095,0.0007746305,0.00000335783,0.00007225656,0.03800133],"genre_scores_gemma":[0.9971321,0.00000320486,0.001669064,0.0006638627,0.00005213729,0.00005627398,0.000002989304,0.00001819113,0.000402237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333939,"threshold_uncertainty_score":0.9513929,"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."}}