{"id":"W4200453933","doi":"10.3390/genes13010019","title":"Genetic Diversity and Dispersal of Aspergillus fumigatus in Arctic Soils","year":2021,"lang":"en","type":"article","venue":"Genes","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Michael G. DeGroote Institute for Infectious Disease Research, McMaster University; Natural Sciences and Engineering Research Council of Canada; Mitacs; McMaster University","keywords":"Aspergillus fumigatus; Biology; Genotype; Biological dispersal; Microsatellite; Aspergillosis; Genetic diversity; Ecology; Allele; Microbiology; Genetics; Gene; Population; Immunology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006309852,0.00005790336,0.0001795329,0.00002614775,0.00005731659,0.00000254456,0.00002759065,0.00004247473,0.0000857689],"category_scores_gemma":[0.000081092,0.00005186796,0.00004229982,0.0001002771,0.00009044987,0.00002163101,0.0001574864,0.00005632435,0.000003228459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002531246,"about_ca_system_score_gemma":0.00006055765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004150183,"about_ca_topic_score_gemma":0.001448501,"domain_scores_codex":[0.999449,0.00002547384,0.0001132288,0.0001708611,0.0001222592,0.0001191831],"domain_scores_gemma":[0.999664,0.00002934393,0.00001928595,0.0001651066,0.00006272386,0.00005953215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007306704,0.00006128992,0.976762,0.0001672691,0.00001604711,0.0001151002,0.000449253,0.000002620102,0.0165104,0.00006142265,0.00001038916,0.005771129],"study_design_scores_gemma":[0.0004843403,0.00004739596,0.9926956,0.00004895081,0.00003534648,0.00001477698,0.0004970634,0.00007198982,0.005827831,0.0001263935,0.0001010576,0.00004926055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937538,0.005578151,0.00003755581,0.0001589292,0.00004639011,0.00005938108,0.0000038049,0.000005847748,0.0003561368],"genre_scores_gemma":[0.9983818,0.0007818199,0.0003949475,0.00007582322,0.00002876718,7.417638e-7,0.000002397671,0.00000374844,0.000329952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593358,"threshold_uncertainty_score":0.2115114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896403380415069,"score_gpt":0.2504677453007254,"score_spread":0.2315037114965747,"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."}}