{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003105707,0.0001804129,0.0005320597,0.0002065491,0.00004926539,0.000007920909,0.00006625909,0.00008790859,0.00009632097],"category_scores_gemma":[0.003946646,0.0001582305,0.00007936528,0.0005480678,0.0001370996,0.00009921437,0.00007966424,0.0001709787,0.000005793225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963244,"about_ca_system_score_gemma":0.00131002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9264882,"about_ca_topic_score_gemma":0.9979932,"domain_scores_codex":[0.9983483,0.0001150643,0.0004830262,0.0004022334,0.0002921027,0.0003592648],"domain_scores_gemma":[0.9980624,0.00120597,0.00009247145,0.0003638808,0.00007328312,0.0002019802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849116,0.000166103,0.9975708,0.0006502817,0.00001389568,0.00004442949,0.0002322369,0.00001912345,0.00002246272,0.00002538238,0.000555496,0.0005149184],"study_design_scores_gemma":[0.0009840147,0.00008310527,0.9974268,0.0004455432,0.0000305584,0.000003297132,0.0003425482,0.000405718,0.00001351906,0.0001072116,0.00001424899,0.0001434398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998482,0.0002804609,0.000005223342,0.00005949392,0.0001541866,0.000440736,0.00002850032,0.0000411118,0.0005083238],"genre_scores_gemma":[0.9991265,0.0001138063,0.00000994527,0.0001185523,0.00002284034,0.00003268092,0.00001910788,0.00001477958,0.0005418095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07150507,"threshold_uncertainty_score":0.6452452,"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."}}