{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002363788,0.0008455106,0.01346598,0.0006936388,0.00006415527,0.00002147455,0.0001863124,0.0001961916,0.00008189166],"category_scores_gemma":[0.002777735,0.0002013947,0.00466061,0.001508163,0.0001799638,0.00005888773,0.0001268182,0.0004411557,0.00002187066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387068,"about_ca_system_score_gemma":0.00008607432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002639274,"about_ca_topic_score_gemma":0.0001332476,"domain_scores_codex":[0.9949818,0.001861117,0.001296908,0.0006140817,0.0009398508,0.0003062075],"domain_scores_gemma":[0.992933,0.005253375,0.0006485282,0.0008101627,0.0002832295,0.00007174517],"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":[0.000006645875,0.00009013841,0.00002877952,0.8150327,0.1840622,0.00004016135,0.0004987807,4.676383e-8,2.089806e-8,0.000003849186,0.00007733841,0.0001593121],"study_design_scores_gemma":[0.0001962998,0.0002318705,0.0001250868,0.2376738,0.7585884,0.00001125656,0.0009610471,1.593387e-7,1.68777e-7,0.00001003366,0.002064056,0.000137871],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004759859,0.9819533,0.000004818676,0.001096123,0.00001188095,0.0165955,0.0002735969,0.00002861654,0.00003135504],"genre_scores_gemma":[0.00001905482,0.9929035,0.00008723728,0.0002584324,0.00001911112,0.005579317,0.0003401592,0.00004202893,0.0007511288],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.577359,"threshold_uncertainty_score":0.9205078,"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."}}