{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000631239,0.0001336964,0.001078115,0.00008991137,0.00005225966,5.154329e-7,0.00008407767,0.0001937504,0.00005913822],"category_scores_gemma":[0.01744201,0.000116477,0.0006451727,0.0002434877,0.001251799,0.00006605913,0.00006736307,0.0002605866,0.000003167731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004423413,"about_ca_system_score_gemma":0.0003919939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002879691,"about_ca_topic_score_gemma":0.00008266341,"domain_scores_codex":[0.9975932,0.00038438,0.001362909,0.000293161,0.0001647194,0.0002015821],"domain_scores_gemma":[0.9945646,0.003920847,0.000521834,0.0004568946,0.0003175088,0.0002183503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002946099,0.0009071162,0.9961711,0.0005207746,0.0001464782,0.00001832206,0.00003512596,0.0002151158,0.0009083028,0.0001209548,0.0002391936,0.0004229327],"study_design_scores_gemma":[0.000940486,0.001442623,0.9952724,0.0004872381,0.0002987921,0.00001151371,0.00002482937,0.0001030533,0.0009463225,0.0003708758,0.00001701469,0.00008483503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948924,0.002227311,0.001947223,0.0001255203,0.0002028834,0.000299817,0.00001895685,0.00003541595,0.0002504519],"genre_scores_gemma":[0.9981843,0.001370406,0.00006167276,0.0002544584,0.00007904633,0.00001149795,0.000005178125,0.00001189771,0.00002155131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01681077,"threshold_uncertainty_score":0.9908345,"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."}}