{"id":"W4402237267","doi":"10.1038/s42003-024-06756-8","title":"Strain heterogeneity in a non-pathogenic Aspergillus fungus highlights factors associated with virulence","year":2024,"lang":"en","type":"article","venue":"Communications Biology","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Azrieli Foundation; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Institutes of Health; National Science Foundation; U.S. Department of Health and Human Services; Vanderbilt University","keywords":"Virulence; Microbiology; Fungus; Aspergillus; Strain (injury); Biology; Pathogenic fungus; Genetics; Gene; Botany","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":[0.0002837069,0.0003480673,0.0003634118,0.0006575246,0.0001774253,0.0005110172,0.0002116527,0.0002550293,0.0005312248],"category_scores_gemma":[0.0004520691,0.0001108082,0.0002775976,0.0004897094,0.0002485768,0.0003557973,0.0004336782,0.0003821432,0.000139093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649676,"about_ca_system_score_gemma":0.0001553197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009417928,"about_ca_topic_score_gemma":0.001325807,"domain_scores_codex":[0.999599,0.00005596071,0.00004109589,0.00009610537,0.0001323216,0.00007551876],"domain_scores_gemma":[0.999584,0.00009209388,0.00014715,0.00005521848,0.0000625477,0.0000589325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001072282,0.00004328972,0.02236828,0.00005843362,0.00002966116,0.0001327361,0.00006660251,0.0001680293,0.9733874,0.00008845743,0.0000286073,0.003521299],"study_design_scores_gemma":[0.000009399788,0.0006672488,0.6418899,0.00002571177,0.0001123243,0.002235672,0.0008646921,0.001562191,0.3499058,0.0009231201,0.001765647,0.00003825259],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975377,0.0005015922,0.0011239,0.00004711836,0.000005302893,0.0000104204,0.0002978529,0.00001683001,0.0004592615],"genre_scores_gemma":[0.9980445,0.0002351367,0.00092112,0.00003792696,0.000005527175,0.000007813515,0.0005261273,0.000007999975,0.0002138901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009417928,"threshold_uncertainty_score":0.001872659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04271151677679786,"score_gpt":0.3263921685833854,"score_spread":0.2836806518065875,"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."}}