{"id":"W4214687512","doi":"10.14740/cr1330","title":"Updates on Baroreflex Activation Therapy and Vagus Nerve Stimulation for Treatment of Heart Failure With Reduced Ejection Fraction","year":2022,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vagus nerve stimulation; Ejection fraction; Heart failure; Medicine; Neuromodulation; Cardiology; Internal medicine; Vagus nerve; Stimulation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003406278,0.0005932469,0.001599342,0.004103219,0.0003300819,0.001592945,0.001177674,0.002184524,0.008847672],"category_scores_gemma":[0.01268307,0.0004031738,0.001987784,0.002231466,0.0004186508,0.001845486,0.0008776832,0.002854504,0.001991312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008803172,"about_ca_system_score_gemma":0.001906202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516394,"about_ca_topic_score_gemma":0.006584757,"domain_scores_codex":[0.9980421,0.0005685969,0.0006249349,0.0001279089,0.0005618922,0.00007447317],"domain_scores_gemma":[0.9869305,0.008339615,0.001482655,0.0001577673,0.002823671,0.0002659243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004859474,0.0001368948,0.0003223855,0.06914826,0.0005181063,0.0002499197,0.000184409,0.0001867026,0.001343454,0.002247593,0.12385,0.8013263],"study_design_scores_gemma":[0.0002093638,0.0002870315,0.002161873,0.07461265,0.001316748,0.0006053442,0.00009835282,0.000108429,0.0003943594,0.001774271,0.9183927,0.00003884753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004184695,0.9762059,0.0004771001,0.01160549,0.005600228,0.00008840209,0.0003384269,0.00004653228,0.005219286],"genre_scores_gemma":[0.002804506,0.9698647,0.001827815,0.01579433,0.006809174,0.0001347952,0.0004974359,0.00002467883,0.002242487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008847672,"threshold_uncertainty_score":0.02959847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3935526824656298,"score_gpt":0.4964276791567256,"score_spread":0.1028749966910958,"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."}}