{"id":"W3104614903","doi":"10.3389/fmicb.2020.586433","title":"Bacteriocins to Thwart Bacterial Resistance in Gram Negative Bacteria","year":2020,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Muséum National d'Histoire Naturelle; Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Bacteria; Biology; Microbiology; Antibiotic resistance; Pseudomonas aeruginosa; Bacteriocin; Antimicrobial peptides; Gram-negative bacteria; Antibiotics; Pathogenic bacteria; Escherichia coli; Antimicrobial; Biochemistry; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002511942,0.0004903227,0.0004902091,0.0004685864,0.0001255793,0.0005537877,0.0002866515,0.0006331076,0.001881104],"category_scores_gemma":[0.0002843696,0.0001468813,0.0003909699,0.0002825481,0.0002438972,0.0006919334,0.0003283,0.000923397,0.0006651988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002223188,"about_ca_system_score_gemma":0.0002099412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001941347,"about_ca_topic_score_gemma":0.000308039,"domain_scores_codex":[0.9998133,0.00003317737,0.00001504158,0.00002971064,0.00007409403,0.00003473856],"domain_scores_gemma":[0.9999074,0.00003002776,0.00002358268,0.000003635627,0.00002166984,0.00001364965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003596587,0.000237258,0.0005854848,0.01656986,0.0001802787,0.001107059,0.0002583029,0.001493745,0.417468,0.008107184,0.01794547,0.5356877],"study_design_scores_gemma":[0.00005612697,0.00169682,0.00310153,0.001579159,0.0001751418,0.002953678,0.0001504823,0.0008640123,0.1275952,0.002252567,0.8595118,0.00006344377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02162868,0.9659206,0.003272185,0.0006685126,0.0008380997,0.00003972614,0.0001406516,0.0001424963,0.007349029],"genre_scores_gemma":[0.1014302,0.8813886,0.004272555,0.001391433,0.0005291938,0.00007417613,0.0002763929,0.00003305576,0.01060437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001881104,"threshold_uncertainty_score":0.00629288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554249671039789,"score_gpt":0.2535838432527812,"score_spread":0.2380413465423833,"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."}}