{"id":"W4318052552","doi":"10.3390/nano13030484","title":"Prolonged Antibacterial Activity in Tannic Acid–Iron Complexed Chitosan Films for Medical Device Applications","year":2023,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Tannic acid; Chitosan; Antibacterial activity; Chemistry; Nuclear chemistry; Nanotechnology; Materials science; Organic chemistry; Bacteria; Biology","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":[0.0001406287,0.0003270488,0.0001243603,0.0002009057,0.0001137086,0.0001833328,0.0001261884,0.0003374212,0.0004849614],"category_scores_gemma":[0.0002051516,0.0001150468,0.000184476,0.0001095397,0.0001043323,0.0001625159,0.00008890476,0.0002420853,0.00009352562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875616,"about_ca_system_score_gemma":0.0001288275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000676387,"about_ca_topic_score_gemma":0.001540761,"domain_scores_codex":[0.9999328,0.00001006576,0.000006303065,0.00001330051,0.00002385342,0.00001374536],"domain_scores_gemma":[0.9999093,0.00001948053,0.00002997499,0.000004433903,0.00002197661,0.00001494801],"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":[0.0000299221,0.000008263808,0.00003190021,0.00003630536,0.000003183771,0.00002559131,0.0000068987,0.00004614579,0.998997,0.00001567492,0.00001461911,0.0007844301],"study_design_scores_gemma":[0.00000886415,0.0003009841,0.001308793,0.000007009218,0.0000197909,0.00007227933,0.000009154498,0.0006927066,0.9967988,0.00000872778,0.0007673894,0.000005506212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930394,0.003248532,0.002460696,0.00006824935,0.000046522,0.00003765965,0.00006236503,0.00003746281,0.0009991626],"genre_scores_gemma":[0.9951609,0.001113762,0.002547189,0.00004507823,0.0000124963,0.00001416893,0.00005159159,0.000009003608,0.001045919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000676387,"threshold_uncertainty_score":0.001622379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02455966282054257,"score_gpt":0.3021810888451075,"score_spread":0.2776214260245649,"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."}}