{"id":"W3037917042","doi":"10.14412/2074-2711-2020-3-42-46","title":"Cerebral structural and functional changes in diabetes mellitus","year":2020,"lang":"en","type":"article","venue":"Neurology neuropsychiatry Psychosomatics","topic":"Neurological Disease Mechanisms and Treatments","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; White matter; Atrophy; Type 2 Diabetes Mellitus; Glycated hemoglobin; Internal medicine; Montreal Cognitive Assessment; Hippocampus; Glycemic; Type 2 diabetes; Diabetes mellitus; Cardiology; Disease; Audiology; Neuroscience; Magnetic resonance imaging; Endocrinology; Cognitive impairment; Psychology; Radiology","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":[0.0001703788,0.000260087,0.0001974981,0.0006581713,0.0002164563,0.0002030206,0.0001218692,0.0001899752,0.001037096],"category_scores_gemma":[0.0006062594,0.0001150121,0.0001721075,0.0004714468,0.0001639019,0.0001374111,0.0001562385,0.000267055,0.000092997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188785,"about_ca_system_score_gemma":0.0001105164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225717,"about_ca_topic_score_gemma":0.002370327,"domain_scores_codex":[0.9999181,0.00001508479,0.000007894111,0.0000204389,0.00001967134,0.00001882373],"domain_scores_gemma":[0.9997466,0.00003041654,0.0001314088,0.0000119948,0.00002661843,0.00005293606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007738137,0.00007664128,0.9857451,0.00004724859,0.000203101,0.001207785,0.00008708747,0.0001635981,0.002853938,0.00003075814,0.0001549826,0.008655962],"study_design_scores_gemma":[0.00000514071,0.00007453048,0.9986873,0.000004012579,0.00001850697,0.0009465191,0.00002534744,0.00005290231,0.0001089525,0.00001787268,0.00005701984,0.000001787199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987674,0.0005971976,0.0000538872,0.00001846463,0.000004283761,0.00000544309,0.0001124635,0.000003360468,0.0004375802],"genre_scores_gemma":[0.999391,0.0002533318,0.00006575677,0.00001326557,0.00001101146,0.000004083734,0.0001603619,7.129332e-7,0.0001005608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00225717,"threshold_uncertainty_score":0.004488051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774488765307939,"score_gpt":0.2406496256840621,"score_spread":0.2129047380309827,"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."}}