{"id":"W2771038128","doi":"10.1039/c7nj02539d","title":"Cellulose nanofibrils/chitosan based transdermal drug delivery vehicle for controlled release of ketorolac tromethamine","year":2017,"lang":"en","type":"article","venue":"New Journal of Chemistry","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University Grants Commission","keywords":"Chemistry; Transdermal; Biocompatibility; Chitosan; Ketorolac Tromethamine; Cellulose; Drug delivery; Biodegradation; Nanotechnology; Ketorolac; Chemical engineering; Organic chemistry; Pharmacology; Analgesic","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":[0.0007021726,0.000221816,0.0008570238,0.00004857762,0.000249958,0.00007817901,0.0007605354,0.00008773803,0.0002326146],"category_scores_gemma":[0.0009902137,0.0001810274,0.0004343532,0.0000449661,0.0002996297,0.0003700526,0.0000688064,0.000200495,0.000002298078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005596589,"about_ca_system_score_gemma":0.0005593147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000240666,"about_ca_topic_score_gemma":0.000002292473,"domain_scores_codex":[0.9978356,0.00005934618,0.0007748915,0.0002279252,0.0006431722,0.0004590277],"domain_scores_gemma":[0.9970385,0.0005611073,0.001223568,0.0004685166,0.0003518582,0.0003564201],"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":[0.003847133,0.0001248873,0.0001504312,0.0003020938,0.00006827641,0.00004602502,0.00008879522,0.0001141825,0.9928726,0.000002320162,0.000707663,0.001675569],"study_design_scores_gemma":[0.013601,0.0001413379,0.000240157,0.0001670597,0.0001003249,0.00001677351,0.00007221378,0.0003500539,0.9843762,0.0001713198,0.0006029982,0.0001605609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994106,0.001680429,0.002196051,0.0007465515,0.0001931294,0.0002317847,0.00004562911,0.00001221626,0.0007882406],"genre_scores_gemma":[0.992379,0.0001063308,0.0060155,0.00002454909,0.0005832327,0.000007842841,0.000002340148,0.00002594727,0.0008552434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009753863,"threshold_uncertainty_score":0.7382082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705552319878556,"score_gpt":0.2814204986666728,"score_spread":0.2643649754678872,"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."}}