{"id":"W4386380387","doi":"10.3389/fnins.2023.1227858","title":"Cardiovascular effects of auricular stimulation -a systematic review and meta-analysis of randomized controlled clinical trials","year":2023,"lang":"en","type":"review","venue":"Frontiers in Neuroscience","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Heart rate; Heart rate variability; Baroreflex; Blood pressure; Clinical trial; Acupressure; Acupuncture; Adverse effect; MEDLINE; Internal medicine; Cardiology; Anesthesia; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.07018081,0.0006644975,0.07387844,0.002862732,0.00008379439,0.00007299154,0.001248224,0.0003086367,0.00001049941],"category_scores_gemma":[0.348206,0.0003883414,0.02507101,0.0084349,0.001024099,0.0001850182,0.0003151011,0.0005632673,0.000003064122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005601283,"about_ca_system_score_gemma":0.0002609576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001161598,"about_ca_topic_score_gemma":4.329934e-7,"domain_scores_codex":[0.9259525,0.06040652,0.009338247,0.001576265,0.00227909,0.0004473757],"domain_scores_gemma":[0.9419023,0.04993534,0.00598061,0.001744536,0.0002417726,0.000195377],"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":[0.0005316079,0.0001133301,0.000003047068,0.9283662,0.06839238,0.00005472027,0.00001370789,0.00156673,0.000006269264,0.0001408453,0.00006681003,0.0007443384],"study_design_scores_gemma":[0.02010176,0.00005568887,0.000002638783,0.01923111,0.9444081,0.000003706684,0.000001233229,0.01556935,0.00000660069,0.00004104912,0.0002938766,0.0002848595],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002847798,0.9634056,0.00710343,0.00002302974,0.000613922,0.02872034,0.00007426621,0.00003895831,0.0000176015],"genre_scores_gemma":[0.0002121114,0.9965016,0.0002050876,0.0001035517,0.000012057,0.002615573,0.000006351112,0.00004716761,0.0002965618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9091351,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3242336501580494,"score_gpt":0.489971949821415,"score_spread":0.1657382996633656,"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."}}