{"id":"W4306641121","doi":"10.21203/rs.3.rs-2105877/v1","title":"Incidence, susceptibility and outcomes of candidemia in adults living in Calgary, Alberta, Canada (2010 – 2018)","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Dairy Farmers of Manitoba; Natural Sciences and Engineering Research Council of Canada; European Society of Clinical Microbiology and Infectious Diseases; Dairy Farmers of Canada","keywords":"Incidence (geometry); Fluconazole; Medicine; Candida albicans; Candida glabrata; Population; Mortality rate; Corpus albicans; Blood culture; Demography; Internal medicine; Biology; Antifungal; Environmental health; Microbiology; 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":[0.0002990701,0.0004720161,0.0002516818,0.001427835,0.001799269,0.001153229,0.0012388,0.0004031989,0.002143088],"category_scores_gemma":[0.001119104,0.0002802655,0.0003955903,0.003202291,0.0005810515,0.0003362306,0.0008905724,0.0008462205,0.0002950398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01680188,"about_ca_system_score_gemma":0.0153325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863135,"about_ca_topic_score_gemma":0.9896634,"domain_scores_codex":[0.9994693,0.00002602477,0.00003872453,0.00007102644,0.0001914439,0.0002034514],"domain_scores_gemma":[0.9987614,0.00002976901,0.0002486857,0.00002161328,0.0005084691,0.0004299768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005119489,0.00002341221,0.9958816,0.0000298896,0.00003030944,0.0001303327,0.0001916889,0.0000805931,0.000092349,0.00003031109,0.00138064,0.002077638],"study_design_scores_gemma":[0.00000545518,0.00002312241,0.9983012,0.00003789022,0.00001929998,0.0001286888,0.0008644285,0.0001383117,0.00002535343,0.00001343529,0.0004378543,0.000005029714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828267,0.002128899,0.00009097785,0.0005037475,0.00003566419,0.00006103545,0.01110106,0.00002732208,0.003224709],"genre_scores_gemma":[0.9933282,0.001205083,0.0001302378,0.0001969156,0.00002059365,0.00001722856,0.00413635,0.000004788406,0.0009605201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680188,"threshold_uncertainty_score":0.1219068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041273622436737,"score_gpt":0.3580838754922164,"score_spread":0.327671139267849,"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."}}