{"id":"W4390176178","doi":"10.3390/pharmaceutics16010026","title":"Fabrication and Characterization of an Enzyme-Triggered, Therapeutic-Releasing Hydrogel Bandage Contact Lens Material","year":2023,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"U.S. Department of Veterans Affairs","keywords":"Viability assay; Swelling; Cytotoxicity; Chemistry; Ultimate tensile strength; MTT assay; Gelatin; Contact lens; Staining; Nuclear chemistry; Biomedical engineering; Materials science; Biophysics; Cell growth; In vitro; Biochemistry; Ophthalmology; Composite material; Pathology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000153699,0.0001306619,0.0002339579,0.0001136394,0.000065687,0.00002486805,0.00005253309,0.00007767958,0.00006863295],"category_scores_gemma":[0.00001565456,0.0001240692,0.00004460143,0.0002221524,0.00003098199,0.0002006497,0.00002538539,0.0001078093,0.00002336397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002711692,"about_ca_system_score_gemma":0.00004675545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202063,"about_ca_topic_score_gemma":8.470324e-7,"domain_scores_codex":[0.9991113,0.00005143669,0.0002426714,0.000193908,0.0001967773,0.000203885],"domain_scores_gemma":[0.9994694,0.00002530249,0.0001124839,0.0001980133,0.0001007953,0.00009401071],"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":[0.0002484532,0.00006760011,0.01536527,0.0001082012,0.00007030877,0.00001370811,0.0004933682,0.000001689843,0.9660848,0.0001450603,0.000003234099,0.01739827],"study_design_scores_gemma":[0.001718364,0.0001817733,0.1234555,0.00005861826,0.0002788425,0.00001340632,0.0001183027,0.01288603,0.8518385,0.00003568803,0.009255074,0.0001599339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984465,0.000107885,0.0002383161,0.0002983587,0.0002510006,0.0003357375,0.00005935124,0.0001290492,0.0001338608],"genre_scores_gemma":[0.997886,0.001013221,0.00005662696,0.0004302697,0.0001644651,0.000006460239,0.0002950729,0.00003227158,0.0001156397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142463,"threshold_uncertainty_score":0.5059395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04606293232035977,"score_gpt":0.3261302983962926,"score_spread":0.2800673660759328,"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."}}