{"id":"W2606196206","doi":"10.1093/mmy/myx017","title":"Diabetes mellitus as the major risk factor for mucormycosis in Mexico: Epidemiology, diagnosis, and outcomes of reported cases","year":2017,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Nacional Autónoma de México; Sick Kids Foundation; Wellcome Trust","keywords":"Mucormycosis; Epidemiology; Diabetes mellitus; Risk factor; Medicine; Intensive care medicine; Internal medicine; Surgery; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007982586,0.0002232249,0.0004230471,0.002949396,0.0004188701,0.0006068769,0.0003668572,0.0003586378,0.001394515],"category_scores_gemma":[0.002209278,0.000158009,0.0004539969,0.003896455,0.0001648784,0.0005141799,0.0003241323,0.0002490121,0.00008539804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004742199,"about_ca_system_score_gemma":0.0006989547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00918692,"about_ca_topic_score_gemma":0.008404385,"domain_scores_codex":[0.9995895,0.00007491835,0.0001229862,0.00008429749,0.00007284001,0.00005552961],"domain_scores_gemma":[0.9986218,0.0002856003,0.00086334,0.00003089658,0.000121283,0.0000770544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001851758,0.0000455313,0.9755446,0.001617684,0.0001982537,0.00119799,0.0001976362,0.00003167751,0.0002164868,0.00007260825,0.001096191,0.01959618],"study_design_scores_gemma":[0.00001933127,0.00008636058,0.9904993,0.001288038,0.0003551995,0.004038216,0.0008604797,0.0001028752,0.00007417611,0.00005867287,0.002607686,0.000009680771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782721,0.1130393,0.0003334742,0.001002876,0.00006271808,0.0001228832,0.004763002,0.00002294452,0.002380671],"genre_scores_gemma":[0.9483804,0.04673781,0.0006422403,0.0001908643,0.0001239996,0.0001137577,0.003585451,0.000004193933,0.0002213007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00918692,"threshold_uncertainty_score":0.01826692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035245506983165,"score_gpt":0.3849286850694249,"score_spread":0.3245762299995932,"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."}}