{"id":"W4413686120","doi":"10.1111/myc.70104","title":"Appearance of Environment‐Linked Azole Resistance in the <i>Aspergillus fumigatus</i> Complex in New Zealand","year":2025,"lang":"en","type":"article","venue":"Mycoses","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Medical Research Council; Wellcome Trust; Canadian Institute for Advanced Research","keywords":"Azole; Aspergillus fumigatus; Genotyping; Microbiology; Biology; Fungicide; Genotype; Aspergillus; Gene; Genetics; Antifungal; Horticulture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002581942,0.0002666499,0.000285322,0.0009348401,0.0005331747,0.0007118677,0.0003046415,0.0003834652,0.001226554],"category_scores_gemma":[0.0009346437,0.0002678991,0.0003256118,0.0006332234,0.0006941404,0.0002827413,0.0004230012,0.0004411661,0.0002063097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503736,"about_ca_system_score_gemma":0.0007630424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1229277,"about_ca_topic_score_gemma":0.09676936,"domain_scores_codex":[0.9995893,0.00003331294,0.00004488792,0.0001203079,0.0001149278,0.00009728802],"domain_scores_gemma":[0.999055,0.00004367095,0.0005055381,0.0000377813,0.0001631892,0.0001948421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004418826,0.00009695025,0.9203207,0.0001123041,0.0000727198,0.01128972,0.00132421,0.0001020746,0.05456234,0.00007609829,0.000770522,0.01083056],"study_design_scores_gemma":[0.00001425537,0.000255296,0.9871474,0.00001246462,0.00002440054,0.009479601,0.0005268859,0.00009031193,0.001473604,0.00001333392,0.000951604,0.00001076226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988569,0.000173213,0.00009345248,0.00006035818,0.000004651079,0.00001329171,0.0001386795,0.000005337027,0.0006541809],"genre_scores_gemma":[0.9992886,0.0001360904,0.000119588,0.00003105453,0.000004791033,0.000004330469,0.0001486126,0.000003360552,0.0002636146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1229277,"threshold_uncertainty_score":0.2444243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911733449853634,"score_gpt":0.2755547618958864,"score_spread":0.25643742739735,"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."}}