{"id":"W7019487233","doi":"","title":"Genomic and Epidemiological Analyses of Candida auris: Unraveling Insights into a Critical Human Fungal Pathogen","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"University Grants Commission","keywords":"Candida auris; Human pathogen; Epidemiology; Fungal pathogen; Antifungal drugs; Transmission (telecommunications); Antifungal; Candida infections","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0010095,0.0004048123,0.0003176753,0.001968904,0.0004707125,0.001678811,0.0004351595,0.0007676961,0.002205421],"category_scores_gemma":[0.003359799,0.0002660618,0.0005148103,0.002195307,0.0004425858,0.0006619144,0.0009692583,0.001237178,0.0005001063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004566577,"about_ca_system_score_gemma":0.0009391091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004884842,"about_ca_topic_score_gemma":0.00467239,"domain_scores_codex":[0.9993969,0.0001304777,0.00003970192,0.0001672626,0.0001623007,0.0001033606],"domain_scores_gemma":[0.998255,0.0004817029,0.0004269552,0.0001234718,0.0004024292,0.0003104036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003312207,0.0001836712,0.726128,0.0008764728,0.0003082321,0.00160977,0.001728227,0.0009261583,0.02800116,0.003592439,0.01760855,0.2187061],"study_design_scores_gemma":[0.00002490206,0.000350192,0.8909154,0.0007807694,0.0004120481,0.0059682,0.004124515,0.0021988,0.007427509,0.007749144,0.0799633,0.00008519904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8517361,0.07000035,0.01903621,0.03293545,0.0008272051,0.0002276496,0.01307163,0.000304336,0.01186099],"genre_scores_gemma":[0.9144481,0.04464303,0.02388048,0.006564089,0.00112915,0.0001374321,0.006746882,0.00007554279,0.002375279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004884842,"threshold_uncertainty_score":0.009712815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05023923544622001,"score_gpt":0.3280286979152378,"score_spread":0.2777894624690178,"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."}}