{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001926633,0.0002640915,0.0001375657,0.0002530736,0.0001137966,0.0002621593,0.0001599214,0.00038484,0.0006365624],"category_scores_gemma":[0.0002568286,0.0001000351,0.0002216883,0.0001306875,0.0001552636,0.000337022,0.0001231333,0.0002121842,0.0002503882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784533,"about_ca_system_score_gemma":0.0001819864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003244804,"about_ca_topic_score_gemma":0.0004999149,"domain_scores_codex":[0.9998746,0.00000957395,0.0000101809,0.00003239542,0.00006077323,0.00001255561],"domain_scores_gemma":[0.9997891,0.00003779461,0.00009272205,0.00001829501,0.00003806122,0.00002408687],"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":[0.000008942301,0.00000595856,0.00006908601,0.00002652626,0.000001491721,0.00003467726,0.000006111352,0.00003540177,0.9988297,0.00001627277,0.000009396015,0.0009564483],"study_design_scores_gemma":[0.000005653485,0.0001595547,0.001363724,0.000004325799,0.000007482127,0.0002275826,0.000008982972,0.0005744435,0.9961778,0.000008179129,0.001457221,0.000005011449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661523,0.003462672,0.02804905,0.0001291828,0.00005402747,0.0001521222,0.0002752062,0.0001401108,0.00158528],"genre_scores_gemma":[0.9627951,0.001292337,0.03333054,0.00006830826,0.00002163022,0.0001089411,0.0002087281,0.00003494969,0.002139424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006365624,"threshold_uncertainty_score":0.002129436,"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."}}