{"id":"W4386533274","doi":"10.2337/ds23-0012","title":"Usefulness of the Montreal Cognitive Assessment in Older Adults With Type 1 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer's Association","keywords":"Montreal Cognitive Assessment; Medicine; Cutoff; Receiver operating characteristic; Neuropsychological assessment; Area under the curve; Youden's J statistic; Cognition; Neuropsychology; Normative; Type 2 diabetes; Internal medicine; Neuropsychological test; Population; Repeatable Battery for the Assessment of Neuropsychological Status; Diabetes mellitus; Gerontology; Cognitive impairment; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003050315,0.0007458321,0.0004998122,0.001554134,0.0003100705,0.0008351202,0.0004562476,0.0006115987,0.0008289807],"category_scores_gemma":[0.01228743,0.000152804,0.0006772113,0.0006716784,0.0002145595,0.0007341334,0.0006113864,0.0005298364,0.0002192361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005134991,"about_ca_system_score_gemma":0.0005326287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134388,"about_ca_topic_score_gemma":0.02864818,"domain_scores_codex":[0.9990569,0.0003074484,0.000152245,0.0001482666,0.0002554718,0.00007970387],"domain_scores_gemma":[0.9970694,0.0006942023,0.001222956,0.0000911588,0.0006750041,0.0002472613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003840456,0.00007800764,0.9762598,0.00005445546,0.000198723,0.00005264221,0.00006996536,0.0003023136,0.0001411326,0.00003082132,0.0005162005,0.02191191],"study_design_scores_gemma":[0.0000326528,0.000434842,0.9965711,0.00007975433,0.0001265462,0.0002401341,0.00008893235,0.00176567,0.0001845331,0.00008834578,0.0003734887,0.00001407091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902138,0.004659751,0.000596503,0.0002697989,0.00005186762,0.00008119882,0.0009403217,0.00005443493,0.003132377],"genre_scores_gemma":[0.9979143,0.0005304346,0.0008647946,0.0000571928,0.00002328007,0.00002906927,0.0003886624,0.000001847952,0.0001903542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0134388,"threshold_uncertainty_score":0.02672112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312893199301544,"score_gpt":0.2696288742760728,"score_spread":0.2564999422830573,"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."}}