{"id":"W4220665690","doi":"10.3389/fbioe.2022.814162","title":"Quercetin-Crosslinked Chitosan Films for Controlled Release of Antimicrobial Drugs","year":2022,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chitosan; Quercetin; Controlled release; Fourier transform infrared spectroscopy; Nuclear chemistry; Contact angle; Drug delivery; Chemistry; Antimicrobial; Polymer; Biomaterial; Polyphenol; Materials science; Antioxidant; Chemical engineering; Organic chemistry; Nanotechnology","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":[0.0001407074,0.0004544439,0.0001640118,0.0003094111,0.0000986145,0.0001665548,0.000212864,0.0003133989,0.0007122386],"category_scores_gemma":[0.0001666556,0.0001682931,0.0002711887,0.000226216,0.0001036888,0.0002064717,0.0001275321,0.0003254017,0.0001174067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180462,"about_ca_system_score_gemma":0.0001440404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001617354,"about_ca_topic_score_gemma":0.002712457,"domain_scores_codex":[0.9998897,0.0000134051,0.00001230116,0.00002481343,0.00003842358,0.00002137717],"domain_scores_gemma":[0.9999138,0.00001452773,0.00003159535,0.000005257486,0.00002288211,0.00001193623],"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":[0.00001656114,0.000008361141,0.00001553114,0.00002383922,0.000002568139,0.00001241069,0.000003653479,0.00002637631,0.9993641,0.00001102065,0.000007282931,0.0005082854],"study_design_scores_gemma":[0.000008254859,0.0001485946,0.0007617429,0.0000043574,0.00001649121,0.00004303221,0.00000480967,0.0005480287,0.9979486,0.000004589516,0.0005073595,0.000004178723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889587,0.003825426,0.005524112,0.0000885867,0.00004646228,0.00007670724,0.0001756962,0.00008122648,0.001223091],"genre_scores_gemma":[0.9898404,0.002182991,0.0062632,0.00006662238,0.00001183149,0.00003582551,0.0001601809,0.00001548227,0.001423396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001617354,"threshold_uncertainty_score":0.003215909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004144244195515183,"score_gpt":0.2000054798420293,"score_spread":0.1958612356465141,"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."}}