{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006427475,0.0001908154,0.0007418724,0.0000823673,0.00006879311,0.00001963274,0.0002146338,0.0001241259,0.0002067664],"category_scores_gemma":[0.0002271642,0.0001263527,0.0002532713,0.0001699841,0.000274943,0.0001331509,0.00003124941,0.0003101651,0.00000237745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002517249,"about_ca_system_score_gemma":0.0009021945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05589168,"about_ca_topic_score_gemma":0.1189697,"domain_scores_codex":[0.9982465,0.0001122616,0.0008656022,0.0002464428,0.0002949477,0.0002342787],"domain_scores_gemma":[0.9979358,0.0001484271,0.0007347204,0.0004402807,0.0005861535,0.0001545671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001714585,0.0002525182,0.7254373,0.00006249906,0.0001790188,0.000005421172,0.001024247,0.000001591355,0.2670213,0.000002766118,0.00413471,0.0001640599],"study_design_scores_gemma":[0.003605447,0.0008354838,0.8055884,0.0002568398,0.00009013368,0.00001273842,0.001381755,0.000002460715,0.1877327,0.00002315198,0.0003720651,0.00009878469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966903,0.0001899045,0.000009152349,0.001384895,0.0002944189,0.0005783763,0.0006616257,0.000003496688,0.0001878791],"genre_scores_gemma":[0.9989328,0.000401076,0.00005859167,0.0001795148,0.0001053878,2.575093e-7,0.00002280976,0.00001494208,0.0002846299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0801511,"threshold_uncertainty_score":0.9503952,"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."}}