{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002536696,0.0001683006,0.001045668,0.00006329457,0.0002167854,0.000006050215,0.0002444928,0.0003726875,0.0005281512],"category_scores_gemma":[0.1399189,0.0000953782,0.0001695694,0.0000476248,0.001352144,0.00004559557,0.0001285554,0.0003693825,0.00000525263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003710289,"about_ca_system_score_gemma":0.0001816146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213878,"about_ca_topic_score_gemma":0.002479651,"domain_scores_codex":[0.9978408,0.0003250374,0.0007949452,0.000396905,0.0002116326,0.0004307338],"domain_scores_gemma":[0.9860209,0.01244509,0.0004871956,0.0007174881,0.00009415099,0.0002351551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001951863,0.0001909873,0.9782779,0.00009843089,0.0001705866,0.00007870131,0.00009278944,3.404983e-8,0.00006936162,0.0002963179,0.0007071446,0.01982251],"study_design_scores_gemma":[0.001406132,0.0006222829,0.9916482,0.00007379046,0.0001913774,0.00002291617,0.00007859892,0.00006197114,0.0007833251,0.002665333,0.002359462,0.00008659727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758139,0.00307555,0.00003388834,0.01982626,0.0002543218,0.0007457095,0.00009704803,0.00001645938,0.0001368678],"genre_scores_gemma":[0.9952005,0.002221864,0.0002143591,0.001957089,0.00006768078,0.0002214793,0.000009271677,0.00001202627,0.00009574643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373822,"threshold_uncertainty_score":0.8673259,"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."}}