{"id":"W4409696685","doi":"10.1097/md.0000000000042148","title":"The effectiveness and safety of acupuncture for the treatment of cognitive impairment from Parkinson disease: A meta-analysis and systematic review","year":2025,"lang":"en","type":"review","venue":"Medicine","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Parkinson's disease; Meta-analysis; Cognitive impairment; Acupuncture; Disease; MEDLINE; Cognition; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Psychiatry; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0176323,0.003284052,0.02003377,0.009889758,0.0008584196,0.003659202,0.002487252,0.002814838,0.003438756],"category_scores_gemma":[0.04358175,0.00173812,0.03120359,0.008017578,0.0008752067,0.00195259,0.001485022,0.001816471,0.0002566409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003467422,"about_ca_system_score_gemma":0.006667043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00540358,"about_ca_topic_score_gemma":0.01169982,"domain_scores_codex":[0.9886708,0.005358812,0.003459965,0.0008173613,0.00138218,0.0003109167],"domain_scores_gemma":[0.9779525,0.01677871,0.002968342,0.0005193948,0.001573928,0.0002069869],"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":[0.001060439,0.0000445373,0.002010215,0.6830596,0.2954454,0.0001186075,0.00009615665,0.000371947,0.0002216625,0.0001603428,0.0004854825,0.01692555],"study_design_scores_gemma":[0.0005662516,0.0003231472,0.002602278,0.07440853,0.9193378,0.0001399589,0.0000624355,0.0001785047,0.0001868499,0.0002474707,0.001920798,0.00002593808],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002301813,0.996313,0.000351978,0.0001686935,0.0001155135,0.0003601463,0.0002037843,0.00001383731,0.0001712099],"genre_scores_gemma":[0.06004955,0.9351016,0.002177609,0.0005561626,0.0002684006,0.001346472,0.0003391728,0.00001384143,0.000147329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02003377,"threshold_uncertainty_score":0.09324968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05579010277674816,"score_gpt":0.408247664603957,"score_spread":0.3524575618272088,"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."}}