{"id":"W4210339891","doi":"10.1080/14786419.2022.2032047","title":"Antibacterial, anti-biofilm, and anti-adhesive activities of melittin, a honeybee venom-derived peptide, against quinolone-resistant uropathogenic <i>Escherichia coli</i> (UPEC)","year":2022,"lang":"en","type":"article","venue":"Natural Product Research","topic":"Healthcare and Venom Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Melittin; Microbiology; Escherichia coli; Biofilm; Peptide; Quinolone; Antibacterial activity; Minimum inhibitory concentration; Multiple drug resistance; Biology; Antimicrobial; Bacteria; Chemistry; Antibiotics; Biochemistry","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004230402,0.0003662091,0.001022789,0.0007911627,0.001021827,0.0001015915,0.0005380686,0.0001485445,0.0001766155],"category_scores_gemma":[0.001607571,0.0003320013,0.0001914885,0.001766267,0.0009324726,0.0002596847,0.001038938,0.003030206,0.00001932654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858506,"about_ca_system_score_gemma":0.002034407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007984026,"about_ca_topic_score_gemma":0.00003039382,"domain_scores_codex":[0.992416,0.001901403,0.0007269942,0.001156636,0.002322184,0.00147683],"domain_scores_gemma":[0.9967891,0.0004652868,0.0002100565,0.001042591,0.001062761,0.0004301964],"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":[0.002057661,0.0004729337,0.005057834,0.001104741,0.0001561561,0.0004411692,0.001158928,0.000001101619,0.980292,0.0000753351,0.003277575,0.005904621],"study_design_scores_gemma":[0.003116503,0.003451549,0.2149603,0.0003084772,0.00007300338,0.0002278474,0.005196366,0.00008455503,0.7420447,0.00004888958,0.02985982,0.0006279562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780431,0.0119606,3.927029e-7,0.006592814,0.0003941901,0.002166079,0.000196552,0.00008028033,0.0005659453],"genre_scores_gemma":[0.9944457,0.002699088,0.0002193275,0.0002959989,0.0006433169,0.0001365784,0.000156233,0.00009013141,0.001313658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382472,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427105986467762,"score_gpt":0.3542291529146802,"score_spread":0.2999580930500025,"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."}}