{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000506882,0.0001686298,0.0003628627,0.00006988759,0.00006085015,0.00002379621,0.0001221778,0.0001580055,0.0003030905],"category_scores_gemma":[0.0001469826,0.0001088955,0.0001065495,0.0002156481,0.00004198501,0.0001056756,0.00005431507,0.0002953821,0.000206601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535305,"about_ca_system_score_gemma":0.000122838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006672874,"about_ca_topic_score_gemma":0.0001720126,"domain_scores_codex":[0.9986641,0.00008036604,0.0003384866,0.0003831686,0.0002389464,0.0002948649],"domain_scores_gemma":[0.9992026,0.00007484798,0.00008667532,0.0005042439,0.00004116913,0.00009042842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004916544,0.00003290559,0.9758859,0.00004020253,0.000009329584,0.0001101532,0.0005446146,0.00001036438,0.01614819,0.00002128371,0.005097027,0.001608344],"study_design_scores_gemma":[0.001727999,0.0001918526,0.9944212,0.0001168745,0.00002006531,0.00005086097,0.0001656316,0.0007578326,0.001059202,0.0003517229,0.0009998768,0.0001369205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933208,0.00128725,0.000100037,0.001243639,0.0001961668,0.0006451928,0.00002008589,0.00005462654,0.003132232],"genre_scores_gemma":[0.9836817,0.00004022603,0.0005750243,0.001656148,0.0001281467,0.000009543009,0.00009208606,0.00001831318,0.01379879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853523,"threshold_uncertainty_score":0.444063,"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."}}