{"id":"W4379600446","doi":"10.1021/acsinfecdis.3c00167","title":"Nutrient Limitation Sensitizes <i>Pseudomonas aeruginosa</i> to Vancomycin","year":2023,"lang":"en","type":"article","venue":"ACS Infectious Diseases","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Pseudomonas aeruginosa; Microbiology; Antibiotics; Peptidoglycan; Vancomycin; Bacteria; Mutant; Biology; Siderophore; Glycopeptide; Antibiotic resistance; Biochemistry; Genetics; Staphylococcus aureus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009532988,0.0003278399,0.0003093545,0.0001759412,0.0001346925,0.0003186344,0.0002192781,0.0003403078,0.001805068],"category_scores_gemma":[0.0003150417,0.0001998008,0.0002119106,0.0001230873,0.0001466828,0.0001746827,0.0003067179,0.0004063313,0.0005244171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589078,"about_ca_system_score_gemma":0.0001842966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659487,"about_ca_topic_score_gemma":0.002365813,"domain_scores_codex":[0.9997424,0.0000400971,0.00002518171,0.00003847724,0.00008823149,0.00006563214],"domain_scores_gemma":[0.9998754,0.00002834785,0.00003167647,0.00001899971,0.00002171557,0.00002376344],"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":[0.00003258171,0.00001391831,0.00029631,0.00001285987,0.000001577283,0.00004412684,0.000005548156,0.0000296424,0.9989221,0.00001368051,0.00004298572,0.0005846046],"study_design_scores_gemma":[0.000006174498,0.0003632604,0.01279883,0.00000800455,0.000008251886,0.0006592447,0.00005594766,0.0005992993,0.9838657,0.00005190509,0.001573916,0.000009478426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951952,0.0005407343,0.001293842,0.0002062633,0.00002246306,0.00003567496,0.0003345882,0.0001502331,0.00222104],"genre_scores_gemma":[0.9964058,0.0003877207,0.001230477,0.0001696873,0.000008420376,0.0000237166,0.0004031343,0.00003382723,0.001337219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805068,"threshold_uncertainty_score":0.006038547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007364540396658742,"score_gpt":0.2356959750705801,"score_spread":0.2283314346739214,"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."}}