{"id":"W4313622609","doi":"10.3389/fneur.2022.1091125","title":"Acupuncture for mild cognitive impairment: A systematic review with meta-analysis and trial sequential analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":22,"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":"Acupuncture; Medicine; Montreal Cognitive Assessment; Randomized controlled trial; Meta-analysis; Physical therapy; Confidence interval; Subgroup analysis; Cognition; Sample size determination; Internal medicine; Cognitive impairment; 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","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001322027,0.001369263,0.02848688,0.003055121,0.0001104553,0.00003380436,0.0002597634,0.0005022152,0.00005435269],"category_scores_gemma":[0.001082059,0.0005314262,0.008345422,0.005065325,0.0003137966,0.00004881326,0.0001772624,0.0007913457,0.000006703442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001399944,"about_ca_system_score_gemma":0.000255506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003414201,"about_ca_topic_score_gemma":0.0001975722,"domain_scores_codex":[0.9939744,0.0016661,0.001545148,0.001427739,0.0006498089,0.0007368307],"domain_scores_gemma":[0.995835,0.001950046,0.0009726039,0.0007998791,0.000230583,0.0002118776],"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":[0.002856958,0.00008458924,0.00003934949,0.4414339,0.5529054,0.0003569985,0.0000280773,6.51662e-7,9.016561e-10,0.000001119019,0.002074685,0.0002182135],"study_design_scores_gemma":[0.007108149,0.002098939,0.000008508145,0.01602123,0.9676984,0.00006564105,0.00001857805,0.00002795686,3.025392e-8,0.00001331508,0.00662177,0.0003174744],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003047762,0.9685702,0.001708011,0.0007091748,0.000152972,0.02821424,0.0005567007,0.00006893899,0.00001673463],"genre_scores_gemma":[0.000006969968,0.9795657,0.0005728708,0.0008262874,0.00009921521,0.01644459,0.001431284,0.00009320053,0.0009598743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4254127,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286323548780478,"score_gpt":0.4142719909099816,"score_spread":0.2856396360319338,"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."}}