{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006013818,0.00008075486,0.0001647106,0.000006894431,0.0001292098,0.000009886574,0.00009212565,0.00006331124,0.00008903421],"category_scores_gemma":[0.00009141946,0.00004080019,0.00003099464,0.0002782275,0.00003536677,0.00006515103,0.0001841247,0.00008467775,0.000003013826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002109211,"about_ca_system_score_gemma":0.000007561302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796882,"about_ca_topic_score_gemma":0.2023666,"domain_scores_codex":[0.9992911,0.00007367875,0.0001578736,0.0002175775,0.0001099446,0.0001498353],"domain_scores_gemma":[0.9997258,0.00008495877,0.00004953519,0.00005437724,0.00004119464,0.00004414907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004454864,0.00005403484,0.7748935,0.00001338403,0.000003612741,0.0001881392,0.0003313198,0.00006898484,0.2195848,0.0001538712,0.00007828896,0.004585536],"study_design_scores_gemma":[0.000217721,0.00002570598,0.9968874,0.00005191352,0.000005346694,0.000005109935,0.0001808232,0.00005814549,0.001295772,0.0009629427,0.0002197418,0.00008934901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963913,0.00254488,0.0000016291,0.0004282178,0.00004422187,0.0001012878,0.00005306824,0.00001077434,0.0004246437],"genre_scores_gemma":[0.9990893,0.00005745847,0.0004914824,0.00006145974,0.00002069284,0.000002552924,0.00001454992,6.433745e-7,0.0002618533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.221994,"threshold_uncertainty_score":0.8121881,"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."}}