{"id":"W4385652417","doi":"10.1016/j.heliyon.2023.e18955","title":"Does acupuncture have advantages in the rehabilitation of vascular mild cognitive impairment? A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Heliyon","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Heilongjiang University of Chinese Medicine; China Scholarship Council; National Natural Science Foundation of China","keywords":"Acupuncture; Meta-analysis; Cognitive impairment; Rehabilitation; Systematic review; Physical medicine and rehabilitation; Medicine; Physical therapy; Cognitive rehabilitation therapy; Cognition; Alternative medicine; Psychology; MEDLINE; Internal medicine; Psychiatry; Pathology; Biology","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":[0.01231775,0.002558981,0.02152628,0.00497079,0.0008247768,0.003286816,0.002318148,0.003260868,0.004756473],"category_scores_gemma":[0.02999766,0.001471092,0.03708588,0.005070312,0.0008907443,0.002015696,0.001344642,0.002122917,0.0002776897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000896,"about_ca_system_score_gemma":0.003575437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006541335,"about_ca_topic_score_gemma":0.01439557,"domain_scores_codex":[0.9918131,0.003913644,0.002372476,0.0007671649,0.0008917446,0.0002419438],"domain_scores_gemma":[0.9848786,0.01121308,0.002382072,0.0003586653,0.0009457808,0.0002217875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003229865,0.00006275447,0.002252549,0.4852039,0.4944539,0.0001106924,0.0001057906,0.0002837007,0.0001563338,0.0001434604,0.0003825619,0.01361454],"study_design_scores_gemma":[0.001338898,0.0003679066,0.002865955,0.03666312,0.9570758,0.00007780414,0.00005562018,0.000156129,0.00008590698,0.0001809199,0.001108779,0.00002320417],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004262058,0.994363,0.0002802246,0.000205891,0.0001380139,0.000312654,0.0002263115,0.00001276698,0.0001990709],"genre_scores_gemma":[0.1641026,0.8304034,0.001702664,0.001238929,0.0004169519,0.001393038,0.0004520852,0.00002011071,0.0002700326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02152628,"threshold_uncertainty_score":0.06514323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07353302101505009,"score_gpt":0.4210094751870109,"score_spread":0.3474764541719608,"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."}}