{"id":"W3132448461","doi":"10.1016/j.hrthm.2021.02.009","title":"How to perform ethanol ablation of the vein of Marshall for treatment of atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Gottfried und Julia Bangerter-Rhyner-Stiftung; Agence Nationale de la Recherche; Mach-Gaensslen Foundation of Canada; Universität Basel","keywords":"Medicine; Atrial fibrillation; Ablation; Cardiology; Internal medicine; Pulmonary vein; Catheter ablation; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0007629963,0.0006168319,0.0008113493,0.001546677,0.001157334,0.002301053,0.0006085464,0.002436555,0.01088363],"category_scores_gemma":[0.005104146,0.0002659487,0.001183708,0.0002871017,0.0009481677,0.003447444,0.0007293355,0.003661805,0.005581042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004943461,"about_ca_system_score_gemma":0.002368808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384338,"about_ca_topic_score_gemma":0.006696437,"domain_scores_codex":[0.9995994,0.00007639003,0.00006528181,0.00006186442,0.0001229242,0.00007413521],"domain_scores_gemma":[0.9986947,0.000319189,0.0001605507,0.0001380876,0.0002344842,0.0004529445],"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":[0.0004336483,0.001249795,0.04425911,0.0006039141,0.0002978682,0.02700447,0.0007196305,0.002348779,0.01587602,0.003510433,0.07901764,0.8246787],"study_design_scores_gemma":[0.0009033707,0.002769258,0.1906463,0.00568185,0.0009941974,0.3298281,0.007449285,0.01298587,0.03032933,0.0822973,0.3352612,0.0008539584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1774704,0.0329443,0.323833,0.2349883,0.01054964,0.001436414,0.0009049854,0.005300051,0.212573],"genre_scores_gemma":[0.4955178,0.0343365,0.3655651,0.05422351,0.01663016,0.000585823,0.0007665899,0.001444808,0.03092966],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01088363,"threshold_uncertainty_score":0.03640938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06646371517185777,"score_gpt":0.3304120855375178,"score_spread":0.26394837036566,"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."}}