{"id":"W3126731077","doi":"10.1128/msphere.00066-21","title":"Extensive Genetic Diversity and Widespread Azole Resistance in Greenhouse Populations of Aspergillus fumigatus in Yunnan, China","year":2021,"lang":"en","type":"article","venue":"mSphere","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Science Foundation of Hainan Province; National Natural Science Foundation of China","keywords":"Aspergillus fumigatus; Azole; Biology; Voriconazole; Itraconazole; Fungicide; Genotype; Drug resistance; Biotechnology; Veterinary medicine; Agronomy; Microbiology; Gene; Genetics; Medicine; Antifungal","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003868197,0.0001707116,0.0001883476,0.001228944,0.0004894016,0.0002648609,0.0002481549,0.0001371073,0.0002769582],"category_scores_gemma":[0.0002605238,0.00009653437,0.0001615461,0.0008680401,0.0004112514,0.0001524403,0.0003093619,0.0001266926,0.00002947985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967402,"about_ca_system_score_gemma":0.0006523277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0367193,"about_ca_topic_score_gemma":0.07229637,"domain_scores_codex":[0.9997465,0.00003618238,0.00002530866,0.00009432444,0.00005547508,0.00004224618],"domain_scores_gemma":[0.9997427,0.0000468653,0.00007578807,0.00002135015,0.0000522874,0.00006091792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001399956,0.00006465449,0.8978066,0.00007137092,0.00009932941,0.0004523824,0.002516718,0.0003643536,0.08242965,0.0002152987,0.00008069674,0.01575884],"study_design_scores_gemma":[0.000002974465,0.00002820135,0.9987366,0.00000445061,0.000008599081,0.00008686486,0.0004712743,0.0001389291,0.0003584116,0.00003417092,0.0001258432,0.000003668479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996773,0.00007690652,0.00005718358,0.000009736633,8.375683e-7,0.000003466724,0.00003825317,9.891401e-7,0.0001353302],"genre_scores_gemma":[0.9996188,0.00005867959,0.00008541373,0.000008633393,0.000001541928,0.000003709686,0.0001008895,5.092825e-7,0.0001219099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0367193,"threshold_uncertainty_score":0.0730111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807886366144716,"score_gpt":0.1965758021459958,"score_spread":0.1784969384845486,"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."}}