{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001235806,0.00006609796,0.0003621872,0.00009756371,0.00003670107,0.000004500009,0.00003754629,0.00005500846,0.00000894291],"category_scores_gemma":[0.00132056,0.00006230886,0.0002137537,0.000186278,0.00009520249,0.00002977236,0.00003576843,0.00007932367,0.00002493698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000853105,"about_ca_system_score_gemma":0.00006298594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001123279,"about_ca_topic_score_gemma":0.000001836821,"domain_scores_codex":[0.9991201,0.0002142309,0.0002550546,0.0002084899,0.00008589304,0.0001161865],"domain_scores_gemma":[0.998885,0.0006628207,0.00008576707,0.0002443178,0.00006320742,0.00005891239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001350993,0.0002569966,0.05854665,0.0007049877,0.002560807,0.00008090834,0.00164802,0.0002164908,0.0192028,0.009899283,0.08034258,0.8251895],"study_design_scores_gemma":[0.006228829,0.0006666476,0.5028502,0.00005566957,0.0008306414,0.00006895713,0.0006266418,0.001324466,0.0008097488,0.0006316138,0.4857119,0.0001945952],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140502,0.002142023,0.0572886,0.008890075,0.001062523,0.00176083,0.00009581478,0.0002684218,0.01444153],"genre_scores_gemma":[0.990523,0.001065158,0.005201048,0.0004568436,0.0001765449,0.00002711424,0.00006145343,0.00003096709,0.002457883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8249949,"threshold_uncertainty_score":0.2540882,"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."}}