{"id":"W2342310595","doi":"","title":"Antifungal ocular drug delivery via contact lenses using a novel in vitro eye model","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Optometric Education Trust Fund","keywords":"Antifungal; In vitro; Medicine; Drug delivery; Drug; Antifungal drugs; Optometry; Ophthalmology; Pharmacology; Biomedical engineering; Materials science; Chemistry; Nanotechnology; Dermatology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003948697,0.0005489141,0.0003325865,0.0003193911,0.000308473,0.0007439243,0.0004017165,0.0006470516,0.001413158],"category_scores_gemma":[0.0001983086,0.0002113372,0.0005016601,0.0003170363,0.0002620904,0.0004891148,0.0003634885,0.0006449961,0.0005075494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006934894,"about_ca_system_score_gemma":0.0007570325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002535646,"about_ca_topic_score_gemma":0.005029788,"domain_scores_codex":[0.9995951,0.00006261704,0.00003971938,0.0001043226,0.0001562609,0.00004211035],"domain_scores_gemma":[0.9997932,0.00005974422,0.00005710296,0.0000262799,0.0000470995,0.00001660515],"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":[0.00005787299,0.00009888336,0.0001718382,0.0001728142,0.000006686174,0.0001291556,0.00005363383,0.0003018009,0.9948042,0.0002877496,0.0002220732,0.003693358],"study_design_scores_gemma":[0.000010038,0.0005364108,0.000753109,0.00001738886,0.00002087949,0.0001323574,0.00004757163,0.001354178,0.9920797,0.00003399814,0.005002362,0.00001195143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8964646,0.01072052,0.068339,0.0006952656,0.0004886902,0.0009330324,0.001910656,0.0006562121,0.01979209],"genre_scores_gemma":[0.9127721,0.009489606,0.05319339,0.0003403185,0.00004573992,0.0006284389,0.0008675017,0.00006670917,0.02259628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002535646,"threshold_uncertainty_score":0.005041778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311304228870505,"score_gpt":0.2218461037369271,"score_spread":0.208733061448222,"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."}}