{"id":"W4210935968","doi":"10.1002/brb3.2497","title":"The whole‐brain voxel‐based morphometry study in early stage of T2DM patients","year":2022,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Voxel; Voxel-based morphometry; Type 2 Diabetes Mellitus; Medicine; Body mass index; Magnetic resonance imaging; Internal medicine; Cognition; Cognitive impairment; Psychology; Diabetes mellitus; Radiology; Psychiatry; Endocrinology; White matter","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":[0.0007209187,0.00009605196,0.0001669335,0.0002044057,0.0001732761,0.00002492644,0.0001106361,0.0000200825,0.0003293061],"category_scores_gemma":[0.0001237459,0.00007077685,0.00004775881,0.000390837,0.00008529353,0.00003775226,0.0001563408,0.0002412014,0.000004135567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003690559,"about_ca_system_score_gemma":0.00007551499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001979501,"about_ca_topic_score_gemma":0.00006206983,"domain_scores_codex":[0.9984567,0.0002324615,0.0002322076,0.0002076073,0.0006285311,0.0002425072],"domain_scores_gemma":[0.9994074,0.0001942308,0.00005602964,0.0001923872,0.00006849723,0.00008153217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002401445,0.003730332,0.9781647,0.00002108808,0.00001321194,0.00008768596,0.0003551902,1.706169e-7,0.002454324,0.000006756628,0.0008495862,0.01407683],"study_design_scores_gemma":[0.005323546,0.003285026,0.9837936,0.00001089453,0.00004094847,0.00000126249,0.002988434,0.00001174104,0.0005151803,0.000002229837,0.003955803,0.00007133768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971515,0.00004589776,0.000002971707,0.001059532,0.00005298489,0.001420302,0.00007292961,0.00001090256,0.0001829677],"genre_scores_gemma":[0.989614,0.000001287422,0.00001167829,0.0003607118,0.000009360588,0.0003098168,0.00003212929,0.00001299927,0.009648082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400549,"threshold_uncertainty_score":0.3605672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289388105068376,"score_gpt":0.3302545384676598,"score_spread":0.3073606574169761,"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."}}