{"id":"W3006923993","doi":"10.3390/microorganisms8020280","title":"Antimicrobial Peptides: Virulence and Resistance Modulation in Gram-Negative Bacteria","year":2020,"lang":"en","type":"review","venue":"Microorganisms","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antimicrobial peptides; Bacteria; Microbiology; Virulence; Gram-negative bacteria; Antibiotic resistance; Biology; Antimicrobial; Antibiotics; Pathogenic bacteria; Virulence factor; Biochemistry; Escherichia coli; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001763774,0.000730311,0.002080874,0.0002331468,0.0002161976,0.0001099712,0.0004001398,0.0007775383,0.0001869587],"category_scores_gemma":[0.00008227294,0.0006814075,0.0002603312,0.000380737,0.0004806512,0.000238517,0.0002973357,0.0008846318,0.0006260907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876711,"about_ca_system_score_gemma":0.0002140497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001192496,"about_ca_topic_score_gemma":0.0001508357,"domain_scores_codex":[0.9972575,0.0003697319,0.0008248269,0.0009448514,0.00003896255,0.0005641411],"domain_scores_gemma":[0.9988605,0.0002132986,0.0004977033,0.0003392333,0.00004567361,0.00004357008],"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":[0.0001916479,0.0002594311,0.00003527461,0.01325155,0.0006101363,0.0001733454,0.001854774,4.450029e-7,0.4414478,0.000950881,0.01279393,0.5284308],"study_design_scores_gemma":[0.0006758709,0.00005464249,0.00007343086,0.00767574,0.0002450493,0.0001750817,0.0001159909,2.150731e-7,0.008778508,0.000240087,0.9810556,0.0009097605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002060467,0.9954495,0.0000914724,0.0001099231,0.0004709037,0.0009005415,0.0005345982,0.0001129373,0.0002696001],"genre_scores_gemma":[0.003421804,0.9925466,0.00162594,0.0001562591,0.00009779791,0.00002738192,0.0004571053,0.0001139095,0.001553269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9682617,"threshold_uncertainty_score":0.9995637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911408865215022,"score_gpt":0.2546395629279991,"score_spread":0.2355254742758489,"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."}}