{"id":"W4412720221","doi":"10.1097/01.jaa.0000000000000089","title":"Acute invasive fungal sinusitis in a new diagnosis of type 1 diabetes mellitus","year":2025,"lang":"en","type":"article","venue":"JAAPA","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Diabetic ketoacidosis; Immunosuppression; Diabetes mellitus; Meningitis; Fluconazole; Sinusitis; Ketoacidosis; Malignancy; Intensive care medicine; Disease; Type 1 diabetes; Cellulitis; Type 2 Diabetes Mellitus; Sepsis; Brain abscess; Coronary artery disease; Surgery; Dermatology; Antifungal; Internal medicine; Abscess","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":[0.0001176962,0.0001013983,0.0003573512,0.0001179037,0.00001911788,0.000006506769,0.000077186,0.00009209135,0.0002558018],"category_scores_gemma":[0.0004695651,0.00008920854,0.00008806893,0.0005019988,0.0000687139,0.00005085962,0.00004166033,0.0001408977,0.00003162114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007371421,"about_ca_system_score_gemma":0.000490144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171957,"about_ca_topic_score_gemma":0.0007007429,"domain_scores_codex":[0.9991531,0.00003245174,0.0002541083,0.0002130155,0.0001452188,0.0002020813],"domain_scores_gemma":[0.9992653,0.0002416963,0.00004501459,0.0002789638,0.00009450103,0.0000745419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002193928,0.0001390182,0.9721794,0.0001775641,0.00009300219,0.00005271624,0.000220855,5.641559e-7,0.006741371,0.0004503327,0.00853718,0.01118863],"study_design_scores_gemma":[0.001140102,0.0002679047,0.925512,0.0006265207,0.0001599422,0.000001074803,0.0001525518,0.00002000523,0.06825142,0.00117048,0.002596365,0.0001016394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885852,0.003493874,0.000009234514,0.001125902,0.0001428107,0.0002387976,0.00001244467,0.00001789395,0.006373864],"genre_scores_gemma":[0.9945518,0.001092284,0.0002767041,0.0006449338,0.00004292238,0.000008800459,0.00001124814,0.000007212049,0.003364032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06151005,"threshold_uncertainty_score":0.3637819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426574456707291,"score_gpt":0.2849036004909245,"score_spread":0.2706378559238516,"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."}}