{"id":"W4364377877","doi":"10.55705/cmbr.2022.353962.1052","title":"Antibacterial and antioxidant activity of catechin, gallic acid, and epigallocatechin-3-gallate: focus on nanoformulations","year":2023,"lang":"en","type":"article","venue":"Cellular Molecular and Biomedical Reports","topic":"Tea Polyphenols and Effects","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Gallic acid; Catechin; Epigallocatechin gallate; Chemistry; Bioavailability; Antioxidant; Efflux; Gallate; Antibiotics; Antibacterial activity; Antimicrobial; Bacteria; Cytotoxicity; Pharmacology; Biochemistry; Polyphenol; Biology; In vitro; Organic chemistry","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":[0.0004162154,0.0002083364,0.0004242305,0.0002154234,0.00009843637,0.00002740937,0.00003235954,0.0002161465,0.00001677823],"category_scores_gemma":[0.0001897379,0.0001608439,0.00007563496,0.0003046364,0.0003092249,0.00004642903,0.0001127979,0.0001811086,0.000003078664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001325834,"about_ca_system_score_gemma":0.00007881544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159607,"about_ca_topic_score_gemma":0.000002661606,"domain_scores_codex":[0.99849,0.00004517198,0.0003433358,0.0004395983,0.0003815868,0.0003002634],"domain_scores_gemma":[0.9991316,0.0000406434,0.0001438016,0.0002941855,0.00004239474,0.0003473437],"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":[0.00009507734,0.0001126977,0.001834571,0.0001913137,0.00006632187,0.002318421,0.00007021416,2.356342e-7,0.9661155,0.000185247,0.00003611624,0.02897428],"study_design_scores_gemma":[0.001104797,0.0008218475,0.1652148,0.0002424234,0.0001596775,0.0008089513,0.00001620699,0.0004197064,0.8288522,0.001316027,0.0008016959,0.000241614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965097,0.0005313333,0.001197634,0.000958834,0.0001647644,0.000373933,0.00001063528,0.00009055564,0.0001626494],"genre_scores_gemma":[0.9993514,0.000231996,0.000182118,0.00005324595,0.0000566571,0.000006445179,0.00003206317,0.00002631744,0.00005971732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1633803,"threshold_uncertainty_score":0.6559025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932991020413258,"score_gpt":0.2491052454681658,"score_spread":0.2397753352640332,"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."}}