{"id":"W4280546544","doi":"10.1128/spectrum.02752-21","title":"Evaluating the Potential and Synergetic Effects of Microcins against Multidrug-Resistant <i>Enterobacteriaceae</i>","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre; Government of Canada","keywords":"Enterobacteriaceae; Colistin; Antibiotics; MCR-1; Multiple drug resistance; Microbiology; Biology; Escherichia coli; Genetics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0004264679,0.0002046974,0.000402109,0.00009369208,0.0003593969,0.00001183294,0.0001808513,0.00007241911,0.0001472955],"category_scores_gemma":[0.00009381941,0.0001339112,0.0001333445,0.0001784603,0.000271016,0.00002166377,0.000354,0.0003651885,0.000006056249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007551171,"about_ca_system_score_gemma":0.00005669129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004576444,"about_ca_topic_score_gemma":0.00001505167,"domain_scores_codex":[0.9984936,0.0003142795,0.0003381631,0.0004190086,0.00008047557,0.0003544731],"domain_scores_gemma":[0.9992744,0.0001196945,0.0001891288,0.0003320095,0.00003511026,0.00004964434],"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":[0.0005689849,0.0001339682,0.0002982316,0.0001478026,0.000137864,0.00003341072,0.0001411713,0.000008668076,0.9963518,0.00002415618,0.001052463,0.001101412],"study_design_scores_gemma":[0.001795931,0.001497432,0.005050183,0.00007518614,0.0002859171,0.0005956989,0.0001475315,0.0000773854,0.9833556,0.00003155541,0.006876735,0.0002108449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911308,0.002206401,0.000005087371,0.005247499,0.0005936004,0.0006617905,0.00008359137,0.00003185228,0.00003942663],"genre_scores_gemma":[0.9974078,0.0001377712,0.0003940382,0.001303079,0.0001283388,0.000005804151,0.00007530241,0.00002316583,0.0005247197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01299627,"threshold_uncertainty_score":0.5460741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008256325219251964,"score_gpt":0.2455638835694868,"score_spread":0.2373075583502349,"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."}}