{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004863163,0.00008642451,0.000180737,0.0001116314,0.00008836146,0.000009081261,0.00002671668,0.00009638712,0.00005904468],"category_scores_gemma":[0.0004409406,0.00007534855,0.00002370324,0.0001547229,0.0001776316,0.00009377534,0.00003641711,0.000281079,0.000002715511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001775552,"about_ca_system_score_gemma":0.00007288273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007186016,"about_ca_topic_score_gemma":0.003226927,"domain_scores_codex":[0.999377,0.00009753111,0.0001988295,0.0001327751,0.00008406959,0.0001097605],"domain_scores_gemma":[0.9994897,0.0001467165,0.00004969569,0.0001858734,0.00006149377,0.00006657581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005190373,0.0001239609,0.5776569,0.00004082913,0.000006719363,9.187463e-7,0.0003588836,5.062952e-8,0.403267,0.00002578303,0.000002113187,0.01799781],"study_design_scores_gemma":[0.0003799565,0.00007888571,0.818303,0.00007072985,0.000008418577,0.000008121759,0.0002424565,0.00001334298,0.1795697,0.0000377947,0.001228372,0.00005916092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985797,0.000165656,0.000005667536,0.00004886047,0.00004032201,0.000114841,0.000006274069,0.00001866466,0.001019959],"genre_scores_gemma":[0.9994484,0.0002601414,0.0001319885,0.00003707449,0.000008557166,0.000004263217,0.000003305525,0.000005365529,0.0001008807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2406461,"threshold_uncertainty_score":0.3072625,"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."}}