{"id":"W4412072367","doi":"10.2147/idr.s528127","title":"Risk Factors for Candidozyma auris Among Admitted Patients in Riyadh, Saudi Arabia (2020–2022)","year":2025,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Rabies epidemiology and control","field":"Immunology and Microbiology","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; Family medicine; Optometry; Demography; Traditional medicine; Pediatrics; Dermatology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003796867,0.0001804783,0.0003542178,0.0001521062,0.0003479873,0.00001247174,0.00007835562,0.0002808672,0.00007009759],"category_scores_gemma":[0.001036794,0.0001619221,0.00009257364,0.0002293796,0.0001993923,0.00009652418,0.00003031545,0.0003361307,0.00001181255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007282787,"about_ca_system_score_gemma":0.00003903816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818479,"about_ca_topic_score_gemma":0.01755202,"domain_scores_codex":[0.9985628,0.0003608557,0.000369166,0.0003737698,0.00001966353,0.0003137905],"domain_scores_gemma":[0.9987375,0.0007936454,0.0001817096,0.0001855378,0.00007730459,0.00002431277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004123003,0.00007905833,0.9721451,0.00003222562,0.00009951666,5.108281e-7,0.0001684458,0.000008901221,0.000218861,0.0006084747,0.02491676,0.001309896],"study_design_scores_gemma":[0.002447807,0.00003596477,0.9360259,0.00005640637,0.00004473117,2.802713e-7,0.00005723559,0.00001360956,0.000883775,0.001728675,0.0585564,0.000149186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942116,0.001826805,0.0004944168,0.0003350371,0.001128511,0.0004879714,0.00006486042,0.000067908,0.001382906],"genre_scores_gemma":[0.9860964,0.0006287222,0.0000116798,0.0002426681,0.00001533564,0.000133784,0.00007937288,0.000008167577,0.01278384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03611912,"threshold_uncertainty_score":0.9794438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003946685914219434,"score_gpt":0.229387502187964,"score_spread":0.2254408162737446,"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."}}