{"id":"W967949709","doi":"","title":"Silicone Hydrogels as Drug Delivery Devices for Various Ocular Therapeutics","year":2015,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Self-healing hydrogels; Silicone hydrogel; Drug delivery; Silicone; Drug; Medicine; Ophthalmology; Nanotechnology; Pharmacology; Chemistry; Materials science; Contact lens; Polymer chemistry; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004224158,0.0003154041,0.0001450365,0.0003443864,0.0001866467,0.0005045533,0.0001506448,0.0003132495,0.001289433],"category_scores_gemma":[0.000365937,0.000161931,0.0002234285,0.0002066767,0.0002817825,0.0007372438,0.0002815247,0.0003827475,0.0002676091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949959,"about_ca_system_score_gemma":0.000224672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851695,"about_ca_topic_score_gemma":0.0005853918,"domain_scores_codex":[0.9998689,0.00003325956,0.00000996369,0.0000207375,0.00004173009,0.00002541563],"domain_scores_gemma":[0.9998202,0.00009234609,0.00003672194,0.00001112629,0.00001745215,0.00002229016],"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":[0.0002623992,0.00004914158,0.0001905157,0.0004061417,0.00001395843,0.0002080445,0.0001234112,0.0006330844,0.9661583,0.002012024,0.0005020201,0.02944099],"study_design_scores_gemma":[0.00002521592,0.0004446776,0.0005778819,0.00004170666,0.00003152245,0.0002524201,0.00006613343,0.002214013,0.9853612,0.0002444091,0.01072187,0.00001901224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008009,0.05213878,0.03051834,0.0008084619,0.0005997815,0.0001881689,0.0005684742,0.0003314193,0.01404567],"genre_scores_gemma":[0.9638922,0.01269785,0.01499284,0.0002331752,0.00007818776,0.00007343947,0.0001263629,0.0000478478,0.007858208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001289433,"threshold_uncertainty_score":0.004313588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06123838471762192,"score_gpt":0.3558533842346885,"score_spread":0.2946149995170666,"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."}}