{"id":"W2143596010","doi":"10.1128/iai.00813-09","title":"Role of Trehalose Biosynthesis in <i>Aspergillus fumigatus</i> Development, Stress Response, and Virulence","year":2010,"lang":"en","type":"article","venue":"Infection and Immunity","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health; McGill University Health Centre; McGill University","keywords":"Virulence; Aspergillus fumigatus; Biology; Microbiology; Biosynthesis; Biochemistry; Enzyme; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001236498,0.0006763103,0.0002774019,0.0002768111,0.0002544221,0.0006025841,0.0001673362,0.000345079,0.0004625081],"category_scores_gemma":[0.000181601,0.0001515685,0.0002161212,0.0001504593,0.0002812382,0.0003202116,0.0003037546,0.0003400902,0.0002594643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005779518,"about_ca_system_score_gemma":0.0002976453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217057,"about_ca_topic_score_gemma":0.00178624,"domain_scores_codex":[0.9998816,0.00002336568,0.00001238365,0.00002952292,0.00002343049,0.00002959062],"domain_scores_gemma":[0.9998243,0.00002011162,0.00006316917,0.00001379982,0.00003668342,0.00004193099],"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":[0.0001174967,0.00001181038,0.001153324,0.00005257937,0.000005375154,0.000146861,0.0000173144,0.0001389668,0.9958145,0.0001397612,0.00004854229,0.002353474],"study_design_scores_gemma":[0.00002220348,0.0005289105,0.0819722,0.00005857518,0.00004460404,0.002006887,0.0001743217,0.002192571,0.9059594,0.0005453457,0.006468202,0.00002669774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672824,0.0243503,0.004048954,0.0004911869,0.00003998255,0.00002349606,0.0005690284,0.0002247845,0.002969761],"genre_scores_gemma":[0.9948611,0.002794849,0.0009129461,0.00007098676,0.00001059308,0.000009492879,0.0003321517,0.00001459902,0.0009932232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00217057,"threshold_uncertainty_score":0.004315853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00720453056989934,"score_gpt":0.2495466517458284,"score_spread":0.242342121175929,"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."}}