{"id":"W4321372466","doi":"10.1186/s12879-023-08050-0","title":"Incidence, susceptibility and outcomes of candidemia in adults living in Calgary, Alberta, Canada (2010–2018)","year":2023,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; European Society of Clinical Microbiology and Infectious Diseases","keywords":"Incidence (geometry); Fluconazole; Medical microbiology; Medicine; Population; Candida albicans; Candida glabrata; Mortality rate; Blood culture; Tropical medicine; Fungemia; Demography; Internal medicine; Mycosis; Biology; Antifungal; Environmental health; Microbiology; Surgery; Immunology; Antibiotics; Pathology","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":[0.0003378443,0.0004778853,0.0002674344,0.001326878,0.001919205,0.001137505,0.001325253,0.000422545,0.002081798],"category_scores_gemma":[0.001190857,0.0002957845,0.0004064417,0.003133476,0.0006173372,0.0003611386,0.0009523001,0.0009307918,0.0002955685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.018214,"about_ca_system_score_gemma":0.0185791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874004,"about_ca_topic_score_gemma":0.9906101,"domain_scores_codex":[0.9994512,0.0000229795,0.00003842226,0.00006654428,0.000220928,0.0002000396],"domain_scores_gemma":[0.998836,0.00002729176,0.0002389629,0.00002049155,0.0004692577,0.0004080436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006321053,0.00002551696,0.9946168,0.00004164221,0.00003623286,0.0001574505,0.0002619227,0.00009261903,0.0001008236,0.00003631724,0.001867965,0.002699597],"study_design_scores_gemma":[0.000006657923,0.00002813927,0.9979704,0.00005455268,0.00002355328,0.0001710821,0.0009917637,0.0001336461,0.00002563337,0.00001641888,0.000572042,0.000006290288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795828,0.00302175,0.0001085433,0.0006800309,0.0000480226,0.00008159608,0.01262615,0.00003514293,0.003815959],"genre_scores_gemma":[0.9912876,0.00185044,0.0001687989,0.0002826723,0.00002715964,0.00002249969,0.005227463,0.000006261563,0.001127092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018214,"threshold_uncertainty_score":0.1321524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00950138850073166,"score_gpt":0.2573875969470306,"score_spread":0.247886208446299,"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."}}