{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035297,0.0001160728,0.0003254314,0.00007671805,0.0000308314,0.000007593761,0.0001685726,0.00006459937,0.0000708584],"category_scores_gemma":[0.0001053955,0.0000846027,0.00006448015,0.0003355882,0.0001340317,0.00004253803,0.00003064787,0.0002019086,0.00001444772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006477257,"about_ca_system_score_gemma":0.0001226479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00032891,"about_ca_topic_score_gemma":0.002871389,"domain_scores_codex":[0.9988858,0.00007846586,0.0003475682,0.0002419274,0.0002251072,0.0002211369],"domain_scores_gemma":[0.9993449,0.0001134298,0.00005503954,0.0004366603,0.00001408771,0.00003580963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00121322,0.0003680458,0.9568791,0.0002823233,0.00002028856,0.0000484279,0.001222768,0.0000201081,0.02047429,0.001678529,0.0162392,0.001553677],"study_design_scores_gemma":[0.001692199,0.00003880108,0.9397008,0.0003780334,0.00001501161,7.433032e-7,0.0003431001,0.00001844506,0.0009837291,0.001197948,0.05556228,0.00006892689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811766,0.004320018,0.00003260624,0.002892523,0.0000333038,0.0003829778,0.00001263374,0.00001215939,0.01113715],"genre_scores_gemma":[0.9908483,0.0005034409,0.0002364434,0.0009946646,0.00002516891,0.000007650962,0.00001295866,0.000006297091,0.007365093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03932308,"threshold_uncertainty_score":0.3449998,"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."}}