{"id":"W4392955052","doi":"10.1128/jb.00441-23","title":"Cell envelope structural and functional contributions to antibiotic resistance in <i>Burkholderia cenocepacia</i>","year":2024,"lang":"en","type":"article","venue":"Journal of Bacteriology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Biology; Burkholderia cenocepacia; Envelope (radar); Microbiology; Cell envelope; Antibiotics; Antibiotic resistance; Bacteria; Burkholderia; Genetics; Gene; Escherichia coli","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":[0.0001350546,0.0003451857,0.0001672308,0.0002202619,0.0001115163,0.000388952,0.0001988203,0.0002525077,0.0005125847],"category_scores_gemma":[0.0002129052,0.0001113443,0.0001341576,0.0001918724,0.0001821537,0.000179554,0.0002830642,0.0002944419,0.0002005554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305335,"about_ca_system_score_gemma":0.0001632757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001682874,"about_ca_topic_score_gemma":0.0009198761,"domain_scores_codex":[0.9998493,0.0000276682,0.00001707649,0.00002301467,0.000048246,0.00003466589],"domain_scores_gemma":[0.9998618,0.00002154528,0.00005226871,0.000014815,0.00002335217,0.00002604613],"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":[0.00003836644,0.00001070638,0.0006755421,0.00001086888,0.000002351718,0.00003343927,0.000007048156,0.00003436349,0.9987105,0.00002389168,0.000008353259,0.0004445429],"study_design_scores_gemma":[0.000009307225,0.0002644063,0.02873292,0.000007885158,0.00002399087,0.0007463603,0.0001386376,0.000856281,0.967618,0.00007476016,0.001519731,0.000007643936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983093,0.0004026229,0.0006442768,0.00006127132,0.000004154733,0.000006989198,0.0001739117,0.00002440764,0.0003730311],"genre_scores_gemma":[0.998723,0.0001548961,0.0005792373,0.00001846261,0.000001575898,0.000004058165,0.0002530223,0.000007065709,0.0002587305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001682874,"threshold_uncertainty_score":0.003346145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174688472711764,"score_gpt":0.3015306286233611,"score_spread":0.2897837438962434,"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."}}