{"id":"W2958392080","doi":"10.1007/s11046-019-00361-8","title":"Contemporary Gene Flow is a Major Force Shaping the Aspergillus fumigatus Population in Auckland, New Zealand","year":2019,"lang":"en","type":"article","venue":"Mycopathologia","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aspergillus fumigatus; Gene flow; Biology; Population; Aspergillosis; Gene; Genetics; Evolutionary biology; Genetic variation; Microbiology; Immunology; Medicine","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":[0.0004474014,0.0001602147,0.0002392822,0.001052664,0.0006984633,0.001101044,0.000471816,0.0002121471,0.001450478],"category_scores_gemma":[0.001502617,0.000146666,0.0001551753,0.001688266,0.001304815,0.0006116125,0.0004975757,0.0004718892,0.00009632205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003223191,"about_ca_system_score_gemma":0.001948333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5094534,"about_ca_topic_score_gemma":0.6453567,"domain_scores_codex":[0.9994825,0.00008491432,0.00004338298,0.00015466,0.0001144928,0.0001199559],"domain_scores_gemma":[0.9992741,0.0001151211,0.000330409,0.00003759039,0.0001313758,0.0001113639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827292,0.00004224055,0.9422596,0.00007467731,0.00006822428,0.001076054,0.00788133,0.0002728378,0.01567077,0.0008133834,0.0002382524,0.03141992],"study_design_scores_gemma":[0.000003156155,0.00002157904,0.99751,0.00001162234,0.000005753574,0.0001211799,0.00160973,0.00009474643,0.00005882496,0.00005502487,0.0005033959,0.000005053849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985636,0.0001615162,0.00009109798,0.0001520934,0.000002755986,0.000006934134,0.00006268595,0.000001944623,0.00095745],"genre_scores_gemma":[0.9994549,0.0001188878,0.0001268174,0.00002062763,0.000002384585,0.000003245044,0.00002701457,0.000001466038,0.0002445683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5094534,"threshold_uncertainty_score":0.986871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813158954264845,"score_gpt":0.2734439825776012,"score_spread":0.2453123930349527,"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."}}