{"id":"W2969566064","doi":"10.1093/jac/dkz287","title":"Species distribution and antifungal susceptibility of invasive Candida isolates from Canadian hospitals: results of the CANWARD 2011–16 study","year":2019,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health; Western University; Hôpital Maisonneuve-Rosemont; University of Alberta; Alberta Health Services; London Health Sciences Centre","funders":"Pfizer Canada; Merck Canada; Astellas Pharma; Public Health Agency of Canada; Astellas Pharma US","keywords":"Micafungin; Candida glabrata; Candida parapsilosis; Fluconazole; Candida tropicalis; Microbiology; Candida krusei; Candida albicans; Candida dubliniensis; Biology; Broth microdilution; Anidulafungin; Corpus albicans; Antifungal; Minimum inhibitory concentration; Antibiotics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001098398,0.0008511689,0.0004762548,0.002687631,0.003147227,0.00129078,0.00107601,0.0005850181,0.001589115],"category_scores_gemma":[0.002340487,0.0005238106,0.0008093775,0.005392641,0.0008148511,0.0004228947,0.0009300861,0.0008089777,0.0003158215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02852025,"about_ca_system_score_gemma":0.03333624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918892,"about_ca_topic_score_gemma":0.9957187,"domain_scores_codex":[0.9984755,0.0000665821,0.00006775249,0.000206205,0.0006936512,0.0004902884],"domain_scores_gemma":[0.9966226,0.000109277,0.0004463426,0.0001224236,0.002010017,0.0006894602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002817062,0.00009103656,0.9871981,0.00008906911,0.00008197648,0.000197707,0.001118915,0.0001164753,0.0008265966,0.00005699069,0.002043711,0.007897839],"study_design_scores_gemma":[0.00001003082,0.00004177783,0.9978884,0.00001832991,0.00002291768,0.00009473222,0.0006560157,0.00008511678,0.0001109443,0.000004540421,0.00105712,0.00000992317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875731,0.0008669966,0.000154313,0.0002542789,0.00002039486,0.0001272884,0.007848115,0.00001946587,0.003136076],"genre_scores_gemma":[0.9914664,0.0009360253,0.0004824614,0.0001985352,0.00001635727,0.00003868534,0.005425986,0.0000114677,0.001424091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02852025,"threshold_uncertainty_score":0.2069299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007669534043475004,"score_gpt":0.2318783991668279,"score_spread":0.2242088651233529,"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."}}