{"id":"W4390489371","doi":"10.4084/mjhid.2024.005","title":"CAN WE PREDICT INCIPIENT DIABETES MELLITUS IN PATIENTS WITH TRANSFUSION DEPENDENT β-THALASSEMIA (β-TDT) REFERRED WITH A HISTORY OF PREDIABETES?","year":2024,"lang":"en","type":"article","venue":"Mediterranean Journal of Hematology and Infectious Diseases","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Prediabetes; Medicine; Internal medicine; Glycemic; Diabetes mellitus; Insulin resistance; Gastroenterology; Outpatient clinic; Endocrinology; Insulin; Type 2 diabetes","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":[0.0007265302,0.0004268875,0.0005239005,0.0011152,0.0003421975,0.001041875,0.0004665327,0.0008733602,0.001315565],"category_scores_gemma":[0.003837593,0.0002538113,0.0005491336,0.001238425,0.0002485989,0.0008361003,0.0003725867,0.000935869,0.0004332458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120294,"about_ca_system_score_gemma":0.0003722913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197806,"about_ca_topic_score_gemma":0.002737321,"domain_scores_codex":[0.9997033,0.00007362236,0.00004490653,0.00007127107,0.00004980479,0.00005700484],"domain_scores_gemma":[0.9984998,0.0003325587,0.0005979382,0.00008481707,0.0001401703,0.0003447717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006400946,0.0000217443,0.9988794,0.000005718179,0.000009255436,0.00005441984,0.00001986564,0.00003177395,0.00002672674,0.00000579586,0.00004948008,0.0008317055],"study_design_scores_gemma":[0.00001248636,0.0002117677,0.9974365,0.00003490752,0.00007047888,0.0006567328,0.0002489545,0.0009050501,0.00006160417,0.000089264,0.0002648576,0.000007480971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975796,0.0008462266,0.0001991939,0.000283501,0.00003363469,0.00001164914,0.0003414957,0.0000085682,0.0006960409],"genre_scores_gemma":[0.9988635,0.0003441423,0.0002398807,0.00006432254,0.00004011605,0.000008471451,0.0003647563,0.000002393136,0.00007238064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00197806,"threshold_uncertainty_score":0.004401028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005294548843570357,"score_gpt":0.2010739534793436,"score_spread":0.1957794046357732,"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."}}