{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001882454,0.0002288365,0.001132985,0.0001724668,0.00004569374,0.000005915549,0.0002020838,0.0004802723,0.001016836],"category_scores_gemma":[0.00590828,0.0001614066,0.0001570334,0.0004011314,0.0009280789,0.00003914762,0.0001684956,0.000571614,0.000009039131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008848948,"about_ca_system_score_gemma":0.0006207453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000992296,"about_ca_topic_score_gemma":0.0002279464,"domain_scores_codex":[0.9968857,0.0003916774,0.001265766,0.0006299832,0.0003779541,0.0004488986],"domain_scores_gemma":[0.9978908,0.001074013,0.0001804432,0.0004358132,0.0001640326,0.0002548657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00245252,0.001337039,0.9850882,0.0003273064,0.00007144107,0.00003858807,0.0001426354,5.044301e-8,0.004193006,0.000741808,0.000732468,0.00487497],"study_design_scores_gemma":[0.00526604,0.001292729,0.9887941,0.0002157296,0.00004621548,0.000002072092,0.0001861862,0.00011514,0.001792888,0.001947772,0.0002173365,0.000123783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935618,0.0002981968,0.0002303746,0.002251027,0.0003039876,0.0009488919,0.00002718063,0.00004057583,0.002337947],"genre_scores_gemma":[0.9983153,0.0003423645,0.0002280796,0.0007562839,0.00004376727,0.0000262733,0.00003886812,0.00001210982,0.0002369748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475346,"threshold_uncertainty_score":0.9998963,"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."}}