{"id":"W7115731481","doi":"10.1177/25424823251407106","title":"Cognitive decline and neuroimaging correlates in comorbid type 2 diabetes and depression: A systematic review","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease Reports","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Cognitive decline; Neuroimaging; Cognition; Observational study; Depression (economics); Type 2 diabetes; Diffusion MRI; Brain Structure and Function; Resting state fMRI","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":[0.003156536,0.0008239975,0.005483995,0.00725082,0.0003883849,0.001667048,0.001103507,0.001294401,0.002085263],"category_scores_gemma":[0.0218496,0.0006697254,0.0043862,0.008992399,0.0004947393,0.001226722,0.0008574978,0.0005897046,0.0001209108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943643,"about_ca_system_score_gemma":0.005061146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008851537,"about_ca_topic_score_gemma":0.02454053,"domain_scores_codex":[0.9970977,0.0007923926,0.001242136,0.0003204453,0.0004433787,0.0001039082],"domain_scores_gemma":[0.9797395,0.01367626,0.004986733,0.0002536785,0.001126409,0.0002173841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003557519,0.0000241514,0.008059446,0.9307737,0.02083525,0.0002309688,0.0001746459,0.00009624951,0.0001458766,0.0001394373,0.001317055,0.03784755],"study_design_scores_gemma":[0.0004846214,0.0003360563,0.04895254,0.785906,0.1493498,0.001614244,0.0004480128,0.0001728321,0.0001986139,0.0003279514,0.01214721,0.00006203487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002980779,0.9962289,0.00005466619,0.0001114442,0.00003873575,0.0001069191,0.0003349175,0.000002975341,0.0001407595],"genre_scores_gemma":[0.05176282,0.9464146,0.0004666997,0.000379236,0.00009816556,0.0003659446,0.0004253811,0.000002824938,0.00008437041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008851537,"threshold_uncertainty_score":0.0176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01748776151613882,"score_gpt":0.3397055138476551,"score_spread":0.3222177523315163,"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."}}