{"id":"W4396947476","doi":"10.1139/cjm-2023-0225","title":"Constraint on boric acid resistance and tolerance evolvability in <i>Candida albicans</i>","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Legume Nitrogen Fixing Symbiosis","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Biology; Candida albicans; Evolvability; Corpus albicans; Microbiology; Fluconazole; Drug resistance; Yeast; Multidrug tolerance; Bacteria; Genetics; Antifungal; Biofilm","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004761524,0.0004348665,0.0004730923,0.0003510853,0.0007500831,0.001190526,0.0006136318,0.0005968212,0.001231792],"category_scores_gemma":[0.001209933,0.0001636292,0.0003953028,0.0003027614,0.0003992842,0.0004027293,0.001241036,0.0008366769,0.00020801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008833547,"about_ca_system_score_gemma":0.0005693177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003050617,"about_ca_topic_score_gemma":0.005811212,"domain_scores_codex":[0.9996146,0.00007372803,0.00003729349,0.0000804509,0.0001059268,0.00008800877],"domain_scores_gemma":[0.9994942,0.0001444808,0.00009028849,0.00007671181,0.0001002272,0.00009413047],"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":[0.0003005331,0.0001002903,0.0130566,0.00008542725,0.00004789366,0.0004132338,0.0002564812,0.001714995,0.9706265,0.0006356311,0.0001789069,0.01258349],"study_design_scores_gemma":[0.0001074895,0.003263282,0.3637092,0.0001821792,0.0002535128,0.004485055,0.001767471,0.03338083,0.5677956,0.002481511,0.02224786,0.0003259515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966522,0.0003005982,0.0008877109,0.00009378567,0.000009627311,0.00001375662,0.0002184266,0.00003324488,0.001790658],"genre_scores_gemma":[0.9956929,0.0002336532,0.002171386,0.0001043887,0.000005583644,0.00002417889,0.0005275179,0.00003892349,0.001201432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003050617,"threshold_uncertainty_score":0.006409228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007719258421043049,"score_gpt":0.1908474125313661,"score_spread":0.1831281541103231,"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."}}