{"id":"W4413104788","doi":"10.1093/mmy/myaf072","title":"Spectrum of clinically significant melanized fungi in NIH hospitalized patients and their antifungal susceptibility profiles","year":2025,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institutes of Health","keywords":"Micafungin; Voriconazole; Microbiology; Amphotericin B; Terbinafine; Biology; Phaeohyphomycosis; Antifungal; Internal transcribed spacer; Itraconazole; Ribosomal RNA; Genetics","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":[0.0001877591,0.0002581213,0.0002968691,0.000744711,0.0003212883,0.0003409303,0.0001643664,0.0002596125,0.0009066258],"category_scores_gemma":[0.001161662,0.0001711126,0.0001981729,0.0005079541,0.0002291261,0.0002360687,0.0002831211,0.0002382321,0.0001131316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002104235,"about_ca_system_score_gemma":0.0001411892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812237,"about_ca_topic_score_gemma":0.001956578,"domain_scores_codex":[0.9997514,0.00004620777,0.0000455875,0.00004346825,0.0000475492,0.00006575076],"domain_scores_gemma":[0.9995303,0.00008042809,0.0001738682,0.00002122962,0.00005871162,0.0001354126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852436,0.00005385866,0.9936289,0.00001111867,0.00001646464,0.001211275,0.00009829005,0.00003935993,0.002162445,0.00001318886,0.00007512653,0.002504745],"study_design_scores_gemma":[0.000006871444,0.0002041351,0.9940361,0.000009169901,0.00001539031,0.004883896,0.0002672641,0.0001337957,0.0003089506,0.00001559459,0.0001141928,0.00000467335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992806,0.0002257605,0.0000286253,0.00001929792,0.000001502539,0.00000626096,0.00007491685,0.000003223844,0.0003597022],"genre_scores_gemma":[0.9997111,0.00007715764,0.00006663232,0.0000161957,0.000005020535,0.000003618899,0.00008951067,8.007623e-7,0.00003008971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001812237,"threshold_uncertainty_score":0.003603339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008152657075625966,"score_gpt":0.2896774163295289,"score_spread":0.2815247592539029,"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."}}