{"id":"W3184331741","doi":"10.1007/s00248-021-01804-w","title":"Genetic Diversity and Azole Resistance Among Natural Aspergillus fumigatus Populations in Yunnan, China","year":2021,"lang":"en","type":"article","venue":"Microbial Ecology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Department of Education of Guizhou Province; National Natural Science Foundation of China; McMaster University","keywords":"Biology; Aspergillus fumigatus; Biological dispersal; Resistance (ecology); China; Ecology; Azole; Zoology; Antifungal; Microbiology; Environmental health; Geography; Population","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":[0.0003911807,0.0002826096,0.0003080096,0.001624983,0.0007429018,0.00040188,0.0003439575,0.0002002552,0.0004453441],"category_scores_gemma":[0.0003651282,0.0001948189,0.0002495245,0.001342487,0.0005718695,0.0002126135,0.0003797634,0.0001748975,0.00005218903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008528234,"about_ca_system_score_gemma":0.0008194396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03364168,"about_ca_topic_score_gemma":0.05738879,"domain_scores_codex":[0.999621,0.00007346684,0.00004761387,0.0001176682,0.0000628698,0.00007722453],"domain_scores_gemma":[0.9997087,0.00005169087,0.00006978105,0.00001770622,0.00005860942,0.00009334896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001804827,0.00008138204,0.9768399,0.0000305199,0.0001219819,0.0003131574,0.002363763,0.0001557959,0.01462959,0.0001377137,0.0000576546,0.005087981],"study_design_scores_gemma":[0.000006450609,0.00005509262,0.9981592,0.000004156042,0.00001751769,0.0001726158,0.0009626856,0.0002027138,0.0002467178,0.0000443826,0.000123603,0.00000491022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998141,0.00003852469,0.00003526002,0.000006525421,7.271941e-7,0.000003153327,0.00003240415,5.265589e-7,0.00006878275],"genre_scores_gemma":[0.9996984,0.00002998637,0.00005840126,0.000009164717,0.000001694455,0.000003991512,0.00007761615,4.683932e-7,0.000120389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03364168,"threshold_uncertainty_score":0.06689167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452489336521906,"score_gpt":0.2485943892200243,"score_spread":0.2340694958548053,"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."}}