{"id":"W4389292156","doi":"10.20944/preprints202310.0546.v2","title":"Descriptive View on Candida Auris Occurrence in a Tertiary Health Institution in Riyadh, Saudi Arabia","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"College of Medicine, King Saud University; King Saud University","keywords":"Candida auris; Medicine; Epidemiology; Pediatrics; Emergency medicine; Internal medicine; Antifungal; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001632023,0.0002199135,0.0001503584,0.001836226,0.0003760352,0.0004026005,0.0002329539,0.0001991186,0.00547676],"category_scores_gemma":[0.0004712045,0.0001199907,0.0001859364,0.001305319,0.0002612904,0.0002609752,0.0003910135,0.0002080846,0.0005687673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007081308,"about_ca_system_score_gemma":0.0007084895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03308548,"about_ca_topic_score_gemma":0.02739142,"domain_scores_codex":[0.9998354,0.00002369857,0.00003017083,0.00003399271,0.00002643286,0.00005026226],"domain_scores_gemma":[0.9993937,0.0001101896,0.0002556474,0.00001769247,0.0001193686,0.0001034186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007336018,0.00004312845,0.9852639,0.0001355013,0.00002405772,0.00133026,0.002490903,0.0001096723,0.001066211,0.0001195907,0.00257421,0.00676923],"study_design_scores_gemma":[0.000002620183,0.00008256258,0.9857975,0.00007521539,0.00001415036,0.002636475,0.007538488,0.0001070242,0.0002893228,0.0000242207,0.00342087,0.00001155835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898714,0.0005313978,0.0001063556,0.0002030058,0.000008739095,0.00002570347,0.006977429,0.00002102621,0.002254886],"genre_scores_gemma":[0.9947771,0.0008658327,0.0002141531,0.0001234884,0.0000216826,0.00001962171,0.002840968,0.000004117109,0.001132993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03308548,"threshold_uncertainty_score":0.06578577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1820285704987309,"score_gpt":0.3979999453534251,"score_spread":0.2159713748546942,"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."}}