{"id":"W4386282971","doi":"10.1038/s41579-023-00960-9","title":"The rapid emergence of antifungal-resistant human-pathogenic fungi","year":2023,"lang":"en","type":"review","venue":"Nature Reviews Microbiology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institutes of Health; Canadian Institute for Advanced Research","keywords":"Aspergillus fumigatus; Candida auris; Fungicide; Biology; Azole; Fluconazole; Posaconazole; Aspergillus; Drug resistance; Antifungal; Microbiology; Biotechnology; Itraconazole","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":[0.0008029829,0.0008599287,0.001436979,0.001842134,0.000176168,0.001361021,0.0006770309,0.001209953,0.003399129],"category_scores_gemma":[0.001223152,0.0002113743,0.0004181289,0.001615041,0.0005054874,0.001439565,0.0007976734,0.002062686,0.001718665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004835459,"about_ca_system_score_gemma":0.0009419722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007251975,"about_ca_topic_score_gemma":0.001846542,"domain_scores_codex":[0.9996917,0.00004873264,0.00004150121,0.00005086659,0.0001369559,0.00003030271],"domain_scores_gemma":[0.999191,0.0003988784,0.0001204469,0.00002271952,0.000180907,0.00008603202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006921955,0.00004277119,0.0001599388,0.01106665,0.00005854698,0.0001575538,0.00003120136,0.0002118827,0.002357605,0.002209178,0.03415191,0.9494835],"study_design_scores_gemma":[0.00003198691,0.0001178121,0.00122629,0.004401786,0.0001499905,0.00172911,0.00005847487,0.0001127703,0.000619822,0.002130682,0.989399,0.00002229884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006692012,0.9988239,0.00009814731,0.0002676899,0.0002286356,0.000001867971,0.00001163786,0.000006104554,0.0004950998],"genre_scores_gemma":[0.0004769392,0.9984138,0.000132144,0.0003323928,0.0003281402,0.000002139585,0.00002021959,0.00000109139,0.0002931547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003399129,"threshold_uncertainty_score":0.01137125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07432347359352429,"score_gpt":0.4052874481607086,"score_spread":0.3309639745671843,"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."}}