{"id":"W4362658172","doi":"10.1093/europace/euad033","title":"Clinical controversy: methodology and indications of cardioneuroablation for reflex syncope","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Syncope (phonology); Observational study; Intensive care medicine; Reflex; Randomized controlled trial; Anesthesia; Cardiology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2285773,0.000835247,0.002623091,0.002505479,0.001168125,0.005155251,0.00464223,0.006849805,0.002467392],"category_scores_gemma":[0.4330415,0.0005450989,0.001513102,0.003311896,0.0100713,0.003844684,0.002133053,0.006360541,0.0008666921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002966132,"about_ca_system_score_gemma":0.005439974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463557,"about_ca_topic_score_gemma":0.001139552,"domain_scores_codex":[0.8072926,0.1378834,0.02455663,0.01265967,0.01668721,0.0009205468],"domain_scores_gemma":[0.5290031,0.3991021,0.03326688,0.01462871,0.02146609,0.002533176],"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":[0.009491291,0.0005057215,0.07279077,0.02986693,0.005009796,0.0007355573,0.007422599,0.001017557,0.002440971,0.09565499,0.08082263,0.6942412],"study_design_scores_gemma":[0.009446429,0.004555998,0.1638825,0.1089951,0.009939917,0.007462813,0.008158175,0.0070793,0.006523545,0.2929761,0.3800288,0.0009512867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02696085,0.5236179,0.02487963,0.390277,0.02230021,0.0005991779,0.0009677419,0.00009822215,0.01029936],"genre_scores_gemma":[0.5074048,0.1423202,0.036793,0.2416174,0.06738417,0.002002531,0.0007691884,0.0002210259,0.001487722],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2285773,"threshold_uncertainty_score":0.9513016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285515996994823,"score_gpt":0.4255212064360825,"score_spread":0.2969696067366002,"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."}}