{"id":"W2018134501","doi":"10.1016/j.fgb.2009.07.004","title":"Metabolic control of antifungal drug resistance","year":2009,"lang":"en","type":"article","venue":"Fungal Genetics and Biology","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Biology; Phenotype; Drug resistance; Saccharomyces cerevisiae; Candida albicans; Ergosterol; Calcineurin; Antifungal drug; Genetics; Cell biology; Computational biology; Microbiology; Gene; Biochemistry; Transplantation","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":[0.0001096293,0.00008962855,0.0002711514,0.00004153919,0.00004732117,0.000002190611,0.00005598848,0.0001090523,0.00003507635],"category_scores_gemma":[0.00002662434,0.00006721391,0.0000460824,0.00008562886,0.0001619841,0.000005895256,0.00001160017,0.0001026317,0.000006367363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002341777,"about_ca_system_score_gemma":0.00002764439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002150315,"about_ca_topic_score_gemma":0.000004062655,"domain_scores_codex":[0.9993981,0.0000377455,0.0001909203,0.0001879722,0.00002881005,0.0001564878],"domain_scores_gemma":[0.9995796,0.00005458451,0.00006238998,0.0001695389,0.00006648642,0.00006737566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003081268,0.000137694,0.1306884,0.00001921513,0.00007017311,0.000003123303,0.00004440551,6.594827e-7,0.7998859,0.05890957,0.001478159,0.008454504],"study_design_scores_gemma":[0.001978446,0.0005551291,0.7514815,0.00002267439,0.0001942155,0.00004250864,0.00001927279,0.00007397251,0.08498083,0.007056381,0.1534136,0.0001815302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714648,0.02156583,0.0003819136,0.003134117,0.00006890914,0.0002097082,0.00007033772,0.0000189092,0.003085472],"genre_scores_gemma":[0.9956338,0.001268055,0.001241313,0.0009548356,0.0001072249,0.000008033162,0.00002273078,0.00000362581,0.0007603862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7149051,"threshold_uncertainty_score":0.2740904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429042913623744,"score_gpt":0.2798944831607888,"score_spread":0.2656040540245513,"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."}}