{"id":"W7038486247","doi":"","title":"IMPACT OF SEMAGLUTIDE IN PATIENTS WITH TYPE 2 DIABETES AND MILD COGNITIVE IMPAIRMENT (MCI): clinical effects and genetic predictors of response","year":2025,"lang":"en","type":"dissertation","venue":"Nova Science Publishers (Nova Science Publishers, Inc.)","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Type 2 diabetes; Semaglutide; Neuropsychology; Dementia; Cognition; Beck Depression Inventory; Cognitive impairment","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004634768,0.000662702,0.0013165,0.004061776,0.0002102617,0.001204624,0.0009763415,0.0003211328,0.00005398898],"category_scores_gemma":[0.004787899,0.0004983433,0.0001544513,0.008800476,0.004233478,0.00487525,0.0004622322,0.0005951849,0.000001587795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008413361,"about_ca_system_score_gemma":0.007091574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005305888,"about_ca_topic_score_gemma":0.0001352671,"domain_scores_codex":[0.9930704,0.0001614341,0.001219466,0.001789314,0.00252152,0.001237842],"domain_scores_gemma":[0.9942953,0.0005909837,0.0009243052,0.0007820084,0.002721315,0.0006860822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002650482,0.00128185,0.979039,0.0006968867,0.0002878369,0.00001037529,0.0009690244,0.00001064004,0.0003109058,0.00001090327,0.001369092,0.01336299],"study_design_scores_gemma":[0.006770866,0.00707374,0.9817931,0.001822147,0.0004419587,9.267436e-7,0.001078464,0.0001005322,0.000452539,0.0000361668,0.00001986292,0.0004097055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920481,0.0003311099,0.000001315732,0.0001210771,0.001586211,0.002940603,0.00004210835,0.00004541785,0.002884028],"genre_scores_gemma":[0.9982837,0.00002175969,0.0008407887,0.0001126284,0.00003190582,0.00005293158,0.0001993376,0.00003593712,0.0004210061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295328,"threshold_uncertainty_score":0.9998322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402685352136414,"score_gpt":0.3153629860041635,"score_spread":0.3013361324827994,"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."}}