{"id":"W4400302881","doi":"10.3389/frdem.2024.1380221","title":"Efficacy and safety of acupuncture for cognitive impairment in Alzheimer's disease: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Dementia","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Administration of Traditional Chinese Medicine of the People's Republic of China; National Natural Science Foundation of China","keywords":"Cochrane Library; Meta-analysis; Montreal Cognitive Assessment; Medicine; Randomized controlled trial; Cognition; Acupuncture; Dementia; Physical therapy; MEDLINE; Data extraction; Disease; Internal medicine; Psychiatry; Alternative medicine; Pathology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001050555,0.0009828848,0.0144569,0.0009729604,0.00003951571,0.00002412539,0.0001314829,0.0001562644,0.00004918643],"category_scores_gemma":[0.0004690012,0.0003820334,0.002418452,0.001080291,0.0001687319,0.00004810327,0.0002242228,0.0003230787,0.000001734595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001592907,"about_ca_system_score_gemma":0.000168293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007245886,"about_ca_topic_score_gemma":0.00001492339,"domain_scores_codex":[0.9965632,0.0004065451,0.001416461,0.0007893969,0.0004447681,0.0003796581],"domain_scores_gemma":[0.9983162,0.0005090405,0.0004396596,0.0004391173,0.0001073234,0.0001886676],"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":[0.00007188211,0.0000998678,0.00009612226,0.5797604,0.4152845,0.00005163481,0.00005079715,6.1095e-8,1.273451e-9,0.000004084864,0.003094864,0.001485768],"study_design_scores_gemma":[0.000819845,0.0001262603,0.00009443527,0.1225428,0.867626,0.000006703239,0.00005174804,0.000007082713,4.796078e-8,0.0000206705,0.008490513,0.0002138491],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.116218e-7,0.975428,0.000207846,0.0003357065,0.00004600026,0.02313523,0.0008118807,0.00001567385,0.0000191146],"genre_scores_gemma":[0.00005682015,0.9926226,0.001043734,0.000104496,0.00001363078,0.0052748,0.0006248264,0.00004696853,0.0002121632],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4572176,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06386630997789074,"score_gpt":0.3940506672610253,"score_spread":0.3301843572831346,"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."}}