{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001550677,0.0002224915,0.0005061962,0.0001454364,0.00006050695,0.00006362556,0.00006107295,0.0001285469,0.00001510445],"category_scores_gemma":[0.00006099681,0.0001693975,0.00007626414,0.00030046,0.0001559022,0.00006268911,0.00002800975,0.0001938206,0.00003281355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005741269,"about_ca_system_score_gemma":0.0001690111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002318542,"about_ca_topic_score_gemma":0.00004756874,"domain_scores_codex":[0.998662,0.00003590466,0.0003816771,0.0003140139,0.0002359357,0.0003704455],"domain_scores_gemma":[0.999227,0.0002659576,0.00007543302,0.0002525561,0.00006375722,0.0001152921],"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":[0.0008431818,0.0004751194,0.1871666,0.001870328,0.0004197313,0.002403698,0.0008683241,0.0001520439,0.8049714,0.000471194,0.00007859913,0.0002797642],"study_design_scores_gemma":[0.009627072,0.003543227,0.2921499,0.008497798,0.0009166321,0.0001559325,0.0001260173,0.01175696,0.6723545,0.0001609137,0.0002229506,0.0004881826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980712,0.0004439855,0.00002389658,0.0001034444,0.0004170111,0.0003440712,0.00001051344,0.000113945,0.0004719616],"genre_scores_gemma":[0.9985824,0.0000810913,0.0008097236,0.00006884985,0.00008822756,5.787578e-7,0.00004493454,0.00004756733,0.0002766521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132617,"threshold_uncertainty_score":0.6907828,"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."}}