{"id":"W3208569911","doi":"10.1016/j.arr.2021.101499","title":"Efficacy of non-invasive brain stimulation on global cognition and neuropsychiatric symptoms in Alzheimer’s disease and mild cognitive impairment: A meta-analysis and systematic review","year":2021,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Canada Research Chairs; Heart and Stroke Foundation; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Sunnybrook Research Institute; Consortium canadien en neurodégénérescence associée au vieillissement; Alzheimer's Association","keywords":"Transcranial direct-current stimulation; Meta-analysis; Brain stimulation; Cognition; Randomized controlled trial; Alzheimer's disease; Transcranial magnetic stimulation; Internal medicine; PsycINFO; Medicine; Psychology; Clinical psychology; Disease; Neuroscience; Stimulation; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003311799,0.0006279385,0.00666204,0.0008904368,0.0002211502,0.0001349914,0.0002298797,0.0001140008,0.00003508644],"category_scores_gemma":[0.01646971,0.0004477465,0.001196212,0.005135816,0.0003740767,0.0001399521,0.0002417211,0.0005004549,0.00001667235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005247968,"about_ca_system_score_gemma":0.0001619835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003578101,"about_ca_topic_score_gemma":0.00002776734,"domain_scores_codex":[0.986963,0.008190712,0.002007088,0.00137708,0.001020147,0.0004419477],"domain_scores_gemma":[0.9848985,0.0131116,0.0008896668,0.0005650782,0.0002527595,0.0002823623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006564646,0.000287427,0.00003624267,0.9206474,0.009656632,0.0001994338,0.0001183779,0.000003496196,0.000004355995,0.00007901216,0.00005175979,0.06885019],"study_design_scores_gemma":[0.00138198,0.0004607819,0.003656115,0.4653614,0.5275254,0.00002522436,0.00001309287,0.00009537303,7.802377e-7,0.00005677639,0.0008394376,0.0005835566],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000362747,0.9851071,0.00003063719,0.0001779235,0.00002424964,0.01400531,0.0002248231,0.00001546971,0.00005170132],"genre_scores_gemma":[0.008038298,0.9901197,0.00003732549,0.0003020493,0.00002190014,0.001379552,0.00005352478,0.00003397676,0.00001366579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5178688,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.252760953851449,"score_gpt":0.4623788262823949,"score_spread":0.2096178724309459,"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."}}