{"id":"W4413905035","doi":"10.18103/mra.v13i3.6465","title":"A study to assess the relationship between cognitive impairment and glycemic management in patients with type 2 diabetes using MoCA score","year":2025,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Type 2 diabetes; Montreal Cognitive Assessment; Diabetes mellitus; Cognitive impairment; Cognition; Internal medicine; Gerontology; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002749952,0.0001169166,0.0002127187,0.0004829439,0.001089972,0.00002086482,0.0003286786,0.00006203583,0.00005042695],"category_scores_gemma":[0.006499381,0.000073714,0.00001333732,0.001059232,0.0004007491,0.00005595762,0.0008176759,0.001591708,0.00003403288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565478,"about_ca_system_score_gemma":0.000629263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337879,"about_ca_topic_score_gemma":0.001718476,"domain_scores_codex":[0.9941491,0.003108364,0.000457326,0.000376214,0.00113789,0.0007710711],"domain_scores_gemma":[0.9817512,0.01740311,0.00004841848,0.000268804,0.0001924571,0.0003360208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008440926,0.0002217196,0.9743807,0.0001846235,0.00003847474,0.00001078523,0.009391755,0.000002491805,2.368474e-7,0.0004809213,0.00007272914,0.01437146],"study_design_scores_gemma":[0.0006217019,0.0009332849,0.9623635,0.002033714,0.00001387065,2.320316e-8,0.02966086,0.0003029156,0.000002152498,0.003959928,0.00004203099,0.00006595478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918454,0.00006806935,0.0002032407,0.002165369,0.00008099763,0.004699941,0.00001145578,0.00001780533,0.000907701],"genre_scores_gemma":[0.9989029,0.00001650739,0.000106371,0.0003336284,0.0000563632,0.0003846133,0.00001107608,0.00001376013,0.0001747728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202691,"threshold_uncertainty_score":0.8383295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4165982506234531,"score_gpt":0.5834332512084603,"score_spread":0.1668350005850072,"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."}}