{"id":"W3215845741","doi":"10.3389/fcvm.2021.766676","title":"Vagal Neuromodulation in Chronic Heart Failure With Reduced Ejection Fraction: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Randomized controlled trial; Vagus nerve stimulation; Internal medicine; Cardiology; Adverse effect; Meta-analysis; Neuromodulation; Heart rate variability; Heart rate; Vagus nerve; Stimulation; Blood pressure","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01020801,0.002403822,0.02022751,0.005333576,0.0005764197,0.002671682,0.001887177,0.002230359,0.003367657],"category_scores_gemma":[0.02182814,0.00125846,0.03186223,0.005871687,0.0006429869,0.001397527,0.001184204,0.001595585,0.0001995211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229558,"about_ca_system_score_gemma":0.003040932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021832,"about_ca_topic_score_gemma":0.01296609,"domain_scores_codex":[0.9928339,0.003787949,0.001749267,0.0006719127,0.0007246875,0.0002322912],"domain_scores_gemma":[0.9872335,0.009445417,0.002065578,0.0002951185,0.0007830134,0.0001774718],"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":[0.002174641,0.00004127427,0.00319093,0.3941698,0.586825,0.0001302452,0.00005832663,0.0005381714,0.0001820919,0.0001099286,0.0004087301,0.01217091],"study_design_scores_gemma":[0.0008956799,0.0002848329,0.003426208,0.02884124,0.9649159,0.0001154349,0.00003620688,0.0002057137,0.00008544319,0.0001165071,0.001058051,0.00001878815],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004676948,0.9941857,0.0002704977,0.0001212802,0.0000929157,0.0002288218,0.000237463,0.00001376194,0.0001725953],"genre_scores_gemma":[0.1555714,0.8398503,0.001904098,0.0006390166,0.0002397762,0.001074398,0.0004591128,0.000015882,0.0002460761],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02022751,"threshold_uncertainty_score":0.05398577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08684972312525963,"score_gpt":0.3546089001036126,"score_spread":0.267759176978353,"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."}}