{"id":"W2135123460","doi":"10.1086/589298","title":"Molecular Epidemiology of Candidemia: Evidence of Clusters of Smoldering Nosocomial Infections","year":2008,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Háskóli Íslands; Landspítali Háskólasjúkrahús; McMaster University; Genome Canada","keywords":"Candida parapsilosis; Candida tropicalis; Epidemiology; Molecular epidemiology; Genotype; Candida dubliniensis; Microbiology; Candida albicans; Candida glabrata; Medicine; Population; Corpus albicans; Polymerase chain reaction; Biology; Internal medicine; Genetics; Gene","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":[0.000434834,0.0002260265,0.000199836,0.0009777555,0.000283652,0.0006108782,0.0003465984,0.0003759051,0.001116407],"category_scores_gemma":[0.001674542,0.0001611334,0.0001728092,0.0008938327,0.0004484913,0.0003061739,0.0004182264,0.0003567293,0.000159464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003645428,"about_ca_system_score_gemma":0.0004172684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823848,"about_ca_topic_score_gemma":0.002832229,"domain_scores_codex":[0.999483,0.0001055002,0.00008913677,0.0001315985,0.00009912414,0.00009162554],"domain_scores_gemma":[0.9971802,0.0003269366,0.001751242,0.00009955903,0.0003570736,0.0002849041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000583139,0.0000143236,0.996528,0.00001485609,0.00001646465,0.0001012647,0.00005012491,0.00006072696,0.001271515,0.00001514446,0.00008417405,0.001785007],"study_design_scores_gemma":[0.000001747511,0.00003175038,0.9988031,0.000008171369,0.00000940979,0.0006454066,0.00009354106,0.000126552,0.0001746878,0.00001103972,0.00009258425,0.000001867841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988905,0.0004117567,0.000152978,0.000060258,0.000004121576,0.000007006304,0.0001626239,0.00000513953,0.0003056455],"genre_scores_gemma":[0.9990977,0.0001591872,0.0004560455,0.00002682375,0.000009688161,0.000004982836,0.0001996188,0.000001442604,0.00004454213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003823848,"threshold_uncertainty_score":0.007603168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.116094551667927,"score_gpt":0.4276985012183881,"score_spread":0.3116039495504611,"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."}}