{"id":"W2053909542","doi":"10.1371/journal.pone.0101510","title":"Epidemiology and Outcomes of Invasive Candidiasis Due to Non-albicans Species of Candida in 2,496 Patients: Data from the Prospective Antifungal Therapy (PATH) Registry 2004–2008","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":401,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Allergy and Infectious Diseases; Astellas Pharma; Thomas Jefferson University; University of Arkansas for Medical Sciences; Hamilton Health Sciences; University of Minnesota; Bunning Food Allergy Institute, Ann and Robert H. Lurie Children's Hospital of Chicago; University of Miami; University of Pennsylvania; Massachusetts General Hospital; University of Nebraska Medical Center; University of Washington; Emory University; Medical Center, University of Pittsburgh; City of Hope; University of Pittsburgh; Johns Hopkins University; University of Texas MD Anderson Cancer Center; Pfizer","keywords":"Corpus albicans; Epidemiology; Fluconazole; Candida albicans; Candida parapsilosis; Internal medicine; Microbiology; Candida krusei; Invasive candidiasis; Candida glabrata; Antifungal; Medicine; Biology","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":[0.0006668246,0.0001727955,0.0003012504,0.0007435831,0.0001985632,0.0004692247,0.0002983061,0.0002408463,0.0007188822],"category_scores_gemma":[0.001886785,0.0002204875,0.0003560961,0.001386381,0.0001486226,0.0005339106,0.0004629958,0.0004192153,0.0001593111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881322,"about_ca_system_score_gemma":0.0003740625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003793623,"about_ca_topic_score_gemma":0.003893594,"domain_scores_codex":[0.999258,0.0001878478,0.0001462552,0.0001317518,0.0001890054,0.00008710895],"domain_scores_gemma":[0.9974931,0.0003637652,0.001588671,0.0001442379,0.0002114671,0.0001987414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005007016,0.000012502,0.9987602,0.000009562868,0.00001747496,0.00005120639,0.00002593141,0.00003763155,0.00006104284,0.000006269431,0.0001286511,0.0008394124],"study_design_scores_gemma":[0.000008455339,0.0000586965,0.9989128,0.000007216017,0.00001428179,0.0005185197,0.00009238678,0.0001090263,0.00005008035,0.000007248807,0.0002181289,0.000002995036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967875,0.0003398497,0.00009620417,0.00004060706,0.000003864916,0.00001100711,0.002356535,0.000005896447,0.0003584542],"genre_scores_gemma":[0.9962934,0.0002944567,0.0001105618,0.0000355738,0.00001080762,0.00001710491,0.003150426,0.000003008854,0.00008468996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003793623,"threshold_uncertainty_score":0.007543087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216208985470919,"score_gpt":0.2902963305008038,"score_spread":0.2181342406460947,"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."}}