{"id":"W4399385656","doi":"10.1177/02692155241258278","title":"Efficacy and safety of acupuncture therapy for neuropsychiatric symptoms among patients with Parkinson's disease: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Clinical Rehabilitation","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Cochrane Library; Medicine; Meta-analysis; Randomized controlled trial; Anxiety; Depression (economics); Internal medicine; Acupuncture; Strictly standardized mean difference; Physical therapy; MEDLINE; Mini–Mental State Examination; Psychiatry; Disease; Dementia; 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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001551676,0.0008680657,0.01259685,0.0003582907,0.00006600704,0.00002818479,0.0001202657,0.0002044753,0.00001773916],"category_scores_gemma":[0.008744624,0.0002682457,0.004195332,0.001107423,0.000471269,0.00006254775,0.00007625362,0.0003831916,0.000002364114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007273458,"about_ca_system_score_gemma":0.0001699416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001972691,"about_ca_topic_score_gemma":0.000002692405,"domain_scores_codex":[0.9950812,0.001059672,0.00203963,0.001006448,0.0005842224,0.0002288427],"domain_scores_gemma":[0.9839902,0.01347125,0.0009265078,0.0008347479,0.0004801601,0.0002971403],"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":[0.0003130922,0.0003603377,0.002331504,0.8192772,0.1660399,0.000002032395,0.00002751477,1.12367e-7,4.379442e-10,0.00001986888,0.0002538348,0.01137467],"study_design_scores_gemma":[0.001144048,0.002440221,0.02482644,0.04560994,0.9026256,8.287819e-7,0.000004038407,0.000002425975,5.629125e-10,0.00003092578,0.02312298,0.0001925942],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002407159,0.9739216,0.0000244664,0.0007421807,0.00003559433,0.02470232,0.0002914916,0.00003616127,0.000005504676],"genre_scores_gemma":[0.0004008249,0.9951504,0.0005866622,0.000149467,0.00003467198,0.002955059,0.0004652265,0.00006292786,0.0001947939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7736672,"threshold_uncertainty_score":0.999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05778220666630787,"score_gpt":0.4309968471292384,"score_spread":0.3732146404629306,"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."}}