{"id":"W2770850718","doi":"10.1139/cjm-2017-0410","title":"Limited evidence of fungicide-driven triazole-resistant <i>Aspergillus fumigatus</i> in Hamilton, Canada","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Voriconazole; Aspergillus fumigatus; Itraconazole; Biology; Fungicide; Gene flow; Aspergillosis; Population; Triazole; Genetics; Microbiology; Gene; Botany; Antifungal; Medicine; Genetic variation; Chemistry; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006000538,0.0002400111,0.0003751261,0.001831226,0.002747499,0.001553719,0.001323433,0.0004312324,0.002624103],"category_scores_gemma":[0.003125088,0.0003755057,0.0002906146,0.003661434,0.001159078,0.0003485527,0.0006969111,0.0004481961,0.0002000465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02966475,"about_ca_system_score_gemma":0.05387687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952564,"about_ca_topic_score_gemma":0.9986843,"domain_scores_codex":[0.9983607,0.0001281165,0.0001147758,0.0002235576,0.0007363854,0.0004365578],"domain_scores_gemma":[0.9952555,0.0003954914,0.001046089,0.0001802518,0.002455905,0.0006667296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002930639,0.00006600012,0.9453154,0.0004893828,0.0001790277,0.0009110406,0.003301246,0.0003327373,0.004142188,0.0008770503,0.004357654,0.03973512],"study_design_scores_gemma":[0.00002463026,0.00005617143,0.9882511,0.0002079004,0.00009023649,0.0004266833,0.00264407,0.0003166157,0.0005292477,0.00007019426,0.007356328,0.00002679088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737379,0.006017569,0.0006573849,0.001761696,0.00004700007,0.0001650825,0.004163509,0.00004534385,0.01340453],"genre_scores_gemma":[0.9951643,0.002095918,0.0004971258,0.0005388674,0.00000933527,0.00001856687,0.0006950165,0.00001180189,0.0009690053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02966475,"threshold_uncertainty_score":0.2152339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958564977654403,"score_gpt":0.2674757971651732,"score_spread":0.2378901473886292,"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."}}