{"id":"W4393965786","doi":"10.3390/antibiotics13040312","title":"Synergistic Antibacterial Effects of Gallate Containing Compounds with Silver Nanoparticles in Gallate Crossed Linked PVA Hydrogel Films","year":2024,"lang":"en","type":"article","venue":"Antibiotics","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tannic acid; Gallate; Quercetin; Chemistry; Nuclear chemistry; Self-healing hydrogels; Silver nanoparticle; Epigallocatechin gallate; Methyl gallate; Antibacterial activity; Nanoparticle; Gallic acid; Antimicrobial; Polyphenol; Bacteria; Organic chemistry; Materials science; Nanotechnology; Antioxidant","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":[0.0001659734,0.0003363243,0.000196652,0.0002275479,0.00007866718,0.0002185419,0.0001841756,0.0002255266,0.0005265541],"category_scores_gemma":[0.0001496352,0.0001780783,0.0003189067,0.0001092105,0.0001402149,0.0002060009,0.0001761163,0.0001962813,0.0001159574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345255,"about_ca_system_score_gemma":0.00008226086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252269,"about_ca_topic_score_gemma":0.0005143821,"domain_scores_codex":[0.999871,0.0000335313,0.00001390644,0.00002335336,0.00003199585,0.00002623552],"domain_scores_gemma":[0.9999071,0.00003069777,0.00002883068,0.000008018337,0.00001125697,0.00001413939],"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":[0.00006602571,0.00001323854,0.00003379191,0.00002909372,0.000005421556,0.00001336935,0.000005983416,0.000049207,0.9991651,0.000009323367,0.000006279514,0.0006031208],"study_design_scores_gemma":[0.000006619069,0.000353233,0.000400727,0.00000371734,0.00001717408,0.00003747022,0.000004422769,0.0003487213,0.9986185,0.000005214154,0.0002022321,0.00000192436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963372,0.001411543,0.001475507,0.00003323758,0.00001820984,0.00001854698,0.00003123993,0.000033546,0.0006410002],"genre_scores_gemma":[0.9958693,0.0006293141,0.002690545,0.00002782741,0.000009355686,0.00001977384,0.00003269381,0.00001066253,0.0007104342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005265541,"threshold_uncertainty_score":0.001761496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213185624418702,"score_gpt":0.2740733286384018,"score_spread":0.2619414723942148,"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."}}