{"id":"W4400837776","doi":"10.3389/fneur.2024.1406475","title":"The use of acupuncture for addressing neurological and neuropsychiatric symptoms in patients with long COVID: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Neurology","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; University Health Network; Impact","funders":"Health and Medical Research Fund; University of Toronto","keywords":"Anxiety; Acupuncture; Medicine; Physical therapy; Depression (economics); Randomized controlled trial; Insomnia; Data extraction; Meta-analysis; Montreal Cognitive Assessment; Cognition; Rating scale; Primary Insomnia; Psychiatry; Clinical psychology; Physical medicine and rehabilitation; MEDLINE; Psychology; Sleep disorder; Internal medicine; Cognitive impairment; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01216502,0.002296676,0.01745129,0.006742428,0.0007728107,0.003369966,0.002012717,0.002420835,0.003925817],"category_scores_gemma":[0.03109196,0.001136488,0.02541287,0.006827204,0.0008144645,0.002051054,0.001339059,0.001740172,0.0002396761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003109642,"about_ca_system_score_gemma":0.005519017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005434948,"about_ca_topic_score_gemma":0.01477576,"domain_scores_codex":[0.9918576,0.003252621,0.002960672,0.0006258341,0.001057175,0.0002460078],"domain_scores_gemma":[0.9819283,0.01363815,0.002472525,0.0003778199,0.001388059,0.0001950597],"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":[0.0008676764,0.00003346296,0.001108236,0.8005652,0.1812643,0.00009109884,0.0001247612,0.0002483238,0.0001744304,0.0001410064,0.0004766871,0.01490472],"study_design_scores_gemma":[0.0008099658,0.000413797,0.003522014,0.1558757,0.8349844,0.0001720522,0.0001277278,0.0002530962,0.000181343,0.0003487299,0.003272253,0.00003895693],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001927183,0.9968051,0.0002694077,0.0001468172,0.00009738161,0.0004054664,0.0001670651,0.0000111531,0.0001705738],"genre_scores_gemma":[0.06889468,0.9263035,0.001610793,0.00074688,0.0002002816,0.001719961,0.0002917801,0.00001445954,0.0002177026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01745129,"threshold_uncertainty_score":0.06433558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05222013476416607,"score_gpt":0.3347253021761904,"score_spread":0.2825051674120244,"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."}}