{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":590,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":590,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ad68e89e57a6","filters":{"venue":"EP Europace"}},"results":[{"id":"W4241261201","doi":"10.1093/europace/eux274","title":"2017 HRS/EHRA/ECAS/APHRS/SOLAECE expert consensus statement on catheter and surgical ablation of atrial fibrillation","year":2017,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1199,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Southlake Regional Health Center; University of Toronto; McGill University; Université de Montréal; Montreal Heart Institute","funders":"National Center for Advancing Translational Sciences; Society of Thoracic Surgeons; National Heart, Lung, and Blood Institute; U.S. Food and Drug Administration; Heart Rhythm Society; American Heart Association","keywords":"Atrial fibrillation; Medicine; Catheter ablation; Cardiology; Ablation; Catheter; Statement (logic); Internal medicine; Surgery; Law","authors":[{"name":"Hugh Calkins","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Riccardo Cappato","is_ca":false},{"name":"Young‐Hoon Kim","is_ca":false},{"name":"Eduardo Saad","is_ca":false},{"name":"Luis Aguinaga","is_ca":false},{"name":"Joseph G. Akar","is_ca":false},{"name":"Vinay Badhwar","is_ca":false},{"name":"Josép Brugada","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Peng‐Sheng Chen","is_ca":false},{"name":"Shih‐Ann Chen","is_ca":false},{"name":"Mina K. Chung","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"Anne B. Curtis","is_ca":false},{"name":"D. Wyn Davies","is_ca":false},{"name":"John Day","is_ca":false},{"name":"André d’Ávila","is_ca":false},{"name":"Natasja M.S. de Groot","is_ca":false},{"name":"Luigi Di Biase","is_ca":false},{"name":"Mattias Duytschaever","is_ca":false},{"name":"James R. Edgerton","is_ca":false},{"name":"Kenneth A. Ellenbogen","is_ca":false},{"name":"Patrick T. Ellinor","is_ca":false},{"name":"Sabine Ernst","is_ca":false},{"name":"Guilherme Fenelon","is_ca":false},{"name":"Edward P. Gerstenfeld","is_ca":false},{"name":"David E. Haines","is_ca":false},{"name":"Michel Haïssaguerre","is_ca":false},{"name":"Robert Helm","is_ca":false},{"name":"Elaine M. Hylek","is_ca":false},{"name":"Warren M. Jackman","is_ca":false},{"name":"José Jalife","is_ca":false},{"name":"Jonathan M. Kalman","is_ca":false},{"name":"Josef Kautzner","is_ca":false},{"name":"Hans Kottkamp","is_ca":false},{"name":"Karl Heinz Kuck","is_ca":false},{"name":"Koichiro Kumagai","is_ca":false},{"name":"Richard Lee","is_ca":false},{"name":"Thorsten Lewalter","is_ca":false},{"name":"Bruce D. Lindsay","is_ca":false},{"name":"Laurent Macle","is_ca":true},{"name":"Moussa Mansour","is_ca":false},{"name":"Francis E. Marchlinski","is_ca":false},{"name":"Gregory F. Michaud","is_ca":false},{"name":"Hiroshi Nakagawa","is_ca":false},{"name":"Andrea Natale","is_ca":false},{"name":"Stanley Nattel","is_ca":true},{"name":"Ken Okumura","is_ca":false},{"name":"Douglas L. Packer","is_ca":false},{"name":"Evgeny Pokushalov","is_ca":false},{"name":"Matthew R. Reynolds","is_ca":false},{"name":"Prashanthan Sanders","is_ca":false},{"name":"Maurício Scanavacca","is_ca":false},{"name":"Richard J. Schilling","is_ca":false},{"name":"Claudio Tondo","is_ca":false},{"name":"Hsuan-Ming Tsao","is_ca":false},{"name":"Atul Verma","is_ca":true},{"name":"David J. Wilber","is_ca":false},{"name":"Teiichi Yamane","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Ângelo Amato Vincenzo de Paola","is_ca":false},{"name":"Peter M. Kistler","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Nicholas S. Peters","is_ca":false},{"name":"Cristiano Pisani","is_ca":false},{"name":"Antonio Raviele","is_ca":false},{"name":"Kazuhiro Satomi","is_ca":false},{"name":"Martin K. Stiles","is_ca":false},{"name":"Stephan Willems","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.263571541673923,"gpt":0.4584467567758404,"spread":0.1948752151019174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006702366,0.0004456289,0.001688025,0.0002281871,0.000158833,0.0000727724,0.0001138634,0.0002314409,0.0002226172],"category_scores_gemma":[0.0003814233,0.0003429615,0.0007145144,0.0001068728,0.0001236573,0.00007714704,0.0000974955,0.000201531,0.0001690488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001091239,"about_ca_system_score_gemma":0.0001135504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003882816,"about_ca_topic_score_gemma":0.000002687826,"domain_scores_codex":[0.9973984,0.0003337988,0.0009616921,0.000530184,0.0005122907,0.0002636271],"domain_scores_gemma":[0.9974102,0.0005562142,0.00105696,0.0007147518,0.0001150856,0.0001468292],"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":[0.0004899296,0.000009498935,0.0004557162,0.004234848,0.0004483777,0.0001183294,0.0001776225,0.00002585324,0.000001513425,0.0001752858,0.004945723,0.9889173],"study_design_scores_gemma":[0.001700648,0.0003535948,0.0003375605,0.002703545,0.000806568,0.0000646009,0.00000970462,0.0001043432,0.000002144511,0.000006295108,0.9936209,0.0002901161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001159149,0.9897112,0.00001504357,0.0006930035,0.0007470116,0.00185373,0.00004660281,0.00006500912,0.005709225],"genre_scores_gemma":[0.0006181957,0.9797244,0.0002003861,0.00001666345,0.002652999,0.000002111636,0.0002065556,0.00006687305,0.01651183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9886752,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232277679","doi":"10.1093/europace/euw161","title":"EHRA/HRS/APHRS/SOLAECE expert consensus on atrial cardiomyopathies: definition, characterization, and clinical implication","year":2016,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":733,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Atrial fibrillation","authors":[{"name":"Andreas Goette","is_ca":false},{"name":"Jonathan M. Kalman","is_ca":false},{"name":"Luis Aguinaga","is_ca":false},{"name":"Joseph G. Akar","is_ca":false},{"name":"José Ángel Cabrera","is_ca":false},{"name":"Shih Ann Chen","is_ca":false},{"name":"Sumeet S. Chugh","is_ca":false},{"name":"Domenico Corradi","is_ca":false},{"name":"André d’Ávila","is_ca":false},{"name":"Dobromir Dobrev","is_ca":false},{"name":"Guilherme Fenelon","is_ca":false},{"name":"Mario D. González","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"Robert Helm","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Siew Yen Ho","is_ca":false},{"name":"Brian D. Hoit","is_ca":false},{"name":"José Jalife","is_ca":false},{"name":"Young‐Hoon Kim","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Changsheng Ma","is_ca":false},{"name":"Gregory M. Marcus","is_ca":false},{"name":"Katherine T. Murray","is_ca":false},{"name":"Akihiko Nogami","is_ca":false},{"name":"Prashanthan Sanders","is_ca":false},{"name":"William Uribe","is_ca":false},{"name":"David R. Van Wagoner","is_ca":false},{"name":"Stanley Nattel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09501107203436071,"gpt":0.3617927137260296,"spread":0.2667816416916689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004814022,0.0001679065,0.0003279937,0.00008674603,0.0001144417,0.00003411353,0.00005432215,0.00009313172,0.0002246934],"category_scores_gemma":[0.001038424,0.0001181836,0.0001837122,0.0001619671,0.0001183139,0.00008011685,0.00004001249,0.00008199332,0.0004584015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003530382,"about_ca_system_score_gemma":0.00003689123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000519247,"about_ca_topic_score_gemma":7.096775e-7,"domain_scores_codex":[0.9985129,0.0002031622,0.0004711066,0.0003856464,0.0002387792,0.0001884079],"domain_scores_gemma":[0.998695,0.000478188,0.0001678097,0.0003595981,0.0001523044,0.0001471247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003779565,0.00006529895,0.59226,0.0001123525,0.0004808349,0.00008024621,0.0005207747,0.000001721772,0.03574294,0.01207561,0.02355608,0.3313246],"study_design_scores_gemma":[0.004030739,0.0003841038,0.5333962,0.00009010489,0.000134218,0.00003286505,0.00003937961,0.00002600921,0.0003847083,0.0001112476,0.4611577,0.0002127161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485861,0.0002072759,0.003427783,0.04166152,0.0009186088,0.0008057607,0.00003406873,0.0002621301,0.004096768],"genre_scores_gemma":[0.9798133,0.00230093,0.0007492892,0.0014906,0.004261841,0.000004557085,0.00008440295,0.00005248694,0.01124262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4376016,"threshold_uncertainty_score":0.5891976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147490644","doi":"10.1093/europace/eut272","title":"Executive summary: HRS/EHRA/APHRS expert consensus statement on the diagnosis and management of patients with inherited primary arrhythmia syndromes","year":2013,"lang":"en","type":"review","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":625,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Heart and Stroke Foundation; University of British Columbia","funders":"","keywords":"Medicine; Heart Rhythm; Genetic testing; Intensive care medicine; Sudden cardiac death; Expert opinion; Statement (logic); Family medicine; Internal medicine; Pediatrics; Political science; Law","authors":[{"name":"Silvia G. Priori","is_ca":false},{"name":"Arthur A.M. Wilde","is_ca":false},{"name":"Minoru Horie","is_ca":false},{"name":"Yongkeun Cho","is_ca":false},{"name":"Elijah R. Behr","is_ca":false},{"name":"Charles I. Berul","is_ca":false},{"name":"Nico A. Blom","is_ca":false},{"name":"Josép Brugada","is_ca":false},{"name":"Chern-En Chiang","is_ca":false},{"name":"Heikki V. Huikuri","is_ca":false},{"name":"Prince J. Kannankeril","is_ca":false},{"name":"Andrew D. Krahn","is_ca":true},{"name":"Antoine Leenhardt","is_ca":false},{"name":"Arthur J. Moss","is_ca":false},{"name":"Peter J. Schwartz","is_ca":false},{"name":"Wataru Shimizu","is_ca":false},{"name":"Gordon F. Tomaselli","is_ca":false},{"name":"Cynthia M. Tracy","is_ca":false},{"name":"Michael J. Ackerman","is_ca":false},{"name":"Bernard Belhassen","is_ca":false},{"name":"N.A. Mark Estes","is_ca":false},{"name":"Diane Fatkin","is_ca":false},{"name":"Jonathan M. Kalman","is_ca":false},{"name":"Elizabeth S. Kaufman","is_ca":false},{"name":"Paulus Kirchhof","is_ca":false},{"name":"Eric Schulze‐Bahr","is_ca":false},{"name":"Christian Wolpert","is_ca":false},{"name":"Jitendra K. Vohra","is_ca":false},{"name":"Marwan M. Refaat","is_ca":false},{"name":"Susan P. Etheridge","is_ca":false},{"name":"Robert M. Campbell","is_ca":false},{"name":"Edward T. Martin","is_ca":false},{"name":"Swee Chye Quek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03466222845052021,"gpt":0.2921424858345278,"spread":0.2574802573840076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001839861,0.000585079,0.001721703,0.0001218866,0.0001100823,0.00001780745,0.0001143987,0.0001417856,0.0001238245],"category_scores_gemma":[0.0000319584,0.000327163,0.0002699461,0.0003203744,0.0003526877,0.00002907502,0.0001358254,0.0004643368,0.00006344993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487382,"about_ca_system_score_gemma":0.00009299449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001562139,"about_ca_topic_score_gemma":5.803149e-7,"domain_scores_codex":[0.9975364,0.0004991728,0.0005491803,0.0006115196,0.0004081431,0.0003955673],"domain_scores_gemma":[0.9981475,0.0004972796,0.0004245138,0.0006736802,0.0001263391,0.0001306305],"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":[0.0005905138,0.0003477709,0.0001227625,0.01848023,0.003884631,0.001893787,0.0002753366,0.000002007011,0.000001501255,0.0001738678,0.08417471,0.8900529],"study_design_scores_gemma":[0.001009028,0.001172401,0.002408959,0.01555731,0.001209722,0.000106946,0.0000718685,6.924162e-7,0.000006251224,0.000004992072,0.9780862,0.0003656771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02020635,0.9718432,0.000001372577,0.0007017472,0.0001369732,0.004182018,0.0001250002,0.00004878946,0.002754572],"genre_scores_gemma":[0.0001704648,0.9944041,0.0001928905,0.0004576319,0.00009316116,0.0006866291,0.000226448,0.00009363466,0.003675054],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8939114,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394576672","doi":"10.1093/europace/euae043","title":"2024 European Heart Rhythm Association/Heart Rhythm Society/Asia Pacific Heart Rhythm Society/Latin American Heart Rhythm Society expert consensus statement on catheter and surgical ablation of atrial fibrillation","year":2024,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":551,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; St. Thomas Hospital; Université de Montréal; Montreal Heart Institute; Institut universitaire de cardiologie et de pneumologie de Québec; Vancouver General Hospital","funders":"","keywords":"Medicine; Atrial fibrillation; Heart Rhythm; Catheter ablation; Cardiology; Internal medicine; Rhythm; Cardiac electrophysiology; Intensive care medicine","authors":[{"name":"Stylianos Tzeis","is_ca":false},{"name":"Edward P. Gerstenfeld","is_ca":false},{"name":"Jonathan M. Kalman","is_ca":false},{"name":"Eduardo Saad","is_ca":false},{"name":"Alireza Sepehri Shamloo","is_ca":false},{"name":"Jason G. Andrade","is_ca":true},{"name":"Chirag R. Barbhaiya","is_ca":false},{"name":"Tina Baykaner","is_ca":false},{"name":"Serge Bovéda","is_ca":false},{"name":"Hugh Calkins","is_ca":false},{"name":"Ngai‐Yin Chan","is_ca":false},{"name":"Minglong Chen","is_ca":false},{"name":"Shih‐Ann Chen","is_ca":false},{"name":"Nikolaos Dagres","is_ca":false},{"name":"Ralph J. Damiano","is_ca":false},{"name":"Tom De Potter","is_ca":false},{"name":"Isabel Deisenhofer","is_ca":false},{"name":"Nicolas Derval","is_ca":false},{"name":"Luigi Di Biase","is_ca":false},{"name":"Mattias Duytschaever","is_ca":false},{"name":"Katia Dyrda","is_ca":true},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Mélèze Hocini","is_ca":false},{"name":"Young‐Hoon Kim","is_ca":false},{"name":"Mark La Meir","is_ca":false},{"name":"José Luís Merino","is_ca":false},{"name":"Gregory F. Michaud","is_ca":false},{"name":"Andrea Natale","is_ca":false},{"name":"Isabelle Nault","is_ca":true},{"name":"Santiago Nava","is_ca":false},{"name":"Takashi Nitta","is_ca":false},{"name":"Mark O’Neill","is_ca":true},{"name":"Hui‐Nam Pak","is_ca":false},{"name":"Jonathan P. Piccini","is_ca":false},{"name":"Helmut Pürerfellner","is_ca":false},{"name":"Tobias Reichlin","is_ca":false},{"name":"Luis Carlos Sáenz","is_ca":false},{"name":"Prashanthan Sanders","is_ca":false},{"name":"Richard J. Schilling","is_ca":false},{"name":"Boris Schmidt","is_ca":false},{"name":"Gregory E. Supple","is_ca":false},{"name":"Kevin L. Thomas","is_ca":false},{"name":"Claudio Tondo","is_ca":false},{"name":"Atul Verma","is_ca":true},{"name":"Elaine Y. Wan","is_ca":false},{"name":"Daniel Steven","is_ca":false},{"name":"Michael‐Joseph Agbayani","is_ca":false},{"name":"T. Jared Bunch","is_ca":false},{"name":"Aman Chugh","is_ca":false},{"name":"Juan Carlos Díaz","is_ca":false},{"name":"James V. Freeman","is_ca":false},{"name":"Carina Hardy","is_ca":false},{"name":"Hein Heidbüchel","is_ca":false},{"name":"Sofian Johar","is_ca":false},{"name":"Dominik Linz","is_ca":false},{"name":"Bart Maesen","is_ca":false},{"name":"Peter A. Noseworthy","is_ca":false},{"name":"Seil Oh","is_ca":false},{"name":"Andreu Porta‐Sánchez","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Gerardo Rodríguez-Diez","is_ca":false},{"name":"Frédéric Sacher","is_ca":false},{"name":"Piotr Suwalski","is_ca":false},{"name":"Serge A. Trines","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03717283201670558,"gpt":0.3204378836103278,"spread":0.2832650515936222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002262744,0.0006881614,0.001230564,0.000160495,0.0004344421,0.0002814452,0.00006668485,0.0002279369,0.0003205627],"category_scores_gemma":[0.0002552358,0.0006436211,0.001891169,0.0009869579,0.0003374085,0.0002608615,0.0001860114,0.0006182944,0.0003770308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006302729,"about_ca_system_score_gemma":0.0002142522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124661,"about_ca_topic_score_gemma":0.000005337303,"domain_scores_codex":[0.9943742,0.000759954,0.001399722,0.001169385,0.001447747,0.0008490303],"domain_scores_gemma":[0.9969163,0.001296948,0.0005065899,0.0006179643,0.0003154399,0.000346762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001193924,0.00010559,0.07963983,0.0009801156,0.002322011,0.000174297,0.01131454,0.002425489,0.003667892,0.000861216,0.8921776,0.005137515],"study_design_scores_gemma":[0.003230285,0.001056905,0.04255426,0.0003844875,0.000383407,0.0005437087,0.001986932,0.01090236,0.0005767702,0.00005838342,0.9375141,0.0008084491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982471,0.003994071,0.0003593263,0.08873619,0.002661933,0.002513432,0.0001453399,0.0007780698,0.002564576],"genre_scores_gemma":[0.9588118,0.001909926,0.005164282,0.001375039,0.007565987,0.000009296647,0.0002296944,0.000252914,0.0246811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08736116,"threshold_uncertainty_score":0.9996015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963813300","doi":"10.1093/europace/euz132","title":"2019 HRS/EHRA/APHRS/LAHRS expert consensus statement on catheter ablation of ventricular arrhythmias","year":2019,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":463,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Ventricular tachycardia; Medicine; Catheter ablation; Ventricular fibrillation; Cardiac electrophysiology; Intensive care medicine; Ablation; Catheter; Cardiology; Internal medicine; Surgery","authors":[{"name":"Edmond M. Cronin","is_ca":false},{"name":"Frank Bogun","is_ca":false},{"name":"Philippe Maury","is_ca":false},{"name":"Petr Peichl","is_ca":false},{"name":"Minglong Chen","is_ca":false},{"name":"Narayanan Namboodiri","is_ca":false},{"name":"Luis Aguinaga","is_ca":false},{"name":"Luiz Roberto Leite","is_ca":false},{"name":"Sana M. Al‐Khatib","is_ca":false},{"name":"Elad Anter","is_ca":false},{"name":"Antonio Berruezo","is_ca":false},{"name":"David J. Callans","is_ca":false},{"name":"Mina K. Chung","is_ca":false},{"name":"Phillip S. Cuculich","is_ca":false},{"name":"André d’Ávila","is_ca":false},{"name":"Barbara J. Deal","is_ca":false},{"name":"Paolo Della Bella","is_ca":false},{"name":"Thomas Deneke","is_ca":false},{"name":"Timm‐Michael Dickfeld","is_ca":false},{"name":"Claudio Hadid","is_ca":false},{"name":"Haris M. Haqqani","is_ca":false},{"name":"G. Neal Kay","is_ca":false},{"name":"Rakesh Latchamsetty","is_ca":false},{"name":"Francis E. Marchlinski","is_ca":false},{"name":"John M. Miller","is_ca":false},{"name":"Akihiko Nogami","is_ca":false},{"name":"Akash Patel","is_ca":false},{"name":"Rajeev K. Pathak","is_ca":false},{"name":"Luis C. Sàenz Morales","is_ca":false},{"name":"Pasquale Santangeli","is_ca":false},{"name":"John L. Sapp","is_ca":true},{"name":"Andrea Sarkozy","is_ca":false},{"name":"Kyoko Soejima","is_ca":false},{"name":"William G. Stevenson","is_ca":false},{"name":"Usha B. Tedrow","is_ca":false},{"name":"Wendy S. Tzou","is_ca":false},{"name":"Niraj Varma","is_ca":false},{"name":"Katja Zeppenfeld","is_ca":false},{"name":"Samuel J. Asirvatham","is_ca":false},{"name":"Eduardo Back Sternick","is_ca":false},{"name":"Janice Y. Chyou","is_ca":false},{"name":"Sabine Ernst","is_ca":false},{"name":"Guilherme Fenelon","is_ca":false},{"name":"Edward P. Gerstenfeld","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Koichi Inoue","is_ca":false},{"name":"Jeffrey J. Kim","is_ca":false},{"name":"Kousik Krishnan","is_ca":false},{"name":"Karl‐Heinz Kück","is_ca":false},{"name":"Martín Ortiz Ávalos","is_ca":false},{"name":"Thomas Paul","is_ca":false},{"name":"Maurício Scanavacca","is_ca":false},{"name":"Roderick Tung","is_ca":false},{"name":"Jamie Voss","is_ca":false},{"name":"Takumi Yamada","is_ca":false},{"name":"Teiichi Yamane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01173570872621008,"gpt":0.2708454660652777,"spread":0.2591097573390675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001714795,0.0002095594,0.0003881201,0.00009320343,0.00003518471,0.0000105536,0.00003822502,0.00006021334,0.0006845285],"category_scores_gemma":[0.0000394426,0.0001679112,0.0002225953,0.0001485494,0.00003797442,0.00003308216,0.00002714578,0.0001176681,0.001594989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456267,"about_ca_system_score_gemma":0.00005575175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001175146,"about_ca_topic_score_gemma":0.000001565197,"domain_scores_codex":[0.9985473,0.0000903888,0.0003281439,0.0003399474,0.0004299978,0.000264244],"domain_scores_gemma":[0.9990083,0.00007347302,0.0001498277,0.0005345177,0.0001079107,0.0001259737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01235869,0.009656462,0.3130315,0.001900848,0.008023075,0.02894309,0.01994574,0.01166398,0.04753613,0.002886793,0.3732917,0.170762],"study_design_scores_gemma":[0.02202185,0.006465857,0.2662733,0.001105847,0.0007061337,0.001365282,0.000801744,0.001339422,0.07217125,0.00009099049,0.6264459,0.001212407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863221,0.001076012,0.00002777896,0.001075676,0.0004671563,0.000749435,0.00004308145,0.00004624607,0.01019253],"genre_scores_gemma":[0.9855703,0.0001785087,0.0003327625,0.0003376436,0.000173388,0.00001263367,0.00007019951,0.00004414549,0.01328049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2531542,"threshold_uncertainty_score":0.9991824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365997939","doi":"10.1093/europace/euad043","title":"EHRA clinical consensus statement on conduction system pacing implantation: endorsed by the Asia Pacific Heart Rhythm Society (APHRS), Canadian Heart Rhythm Society (CHRS), and Latin American Heart Rhythm Society (LAHRS)","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":386,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Heart Rhythm; Rhythm; Cardiac resynchronization therapy; Heart failure; Cardiology; Cardiac pacing; Implantable cardioverter-defibrillator; Internal medicine; Intensive care medicine","authors":[{"name":"Haran Burri","is_ca":false},{"name":"Marek Jastrzębski","is_ca":false},{"name":"Óscar Cano","is_ca":false},{"name":"Karol Čurila","is_ca":false},{"name":"Jan De Pooter","is_ca":false},{"name":"Weijian Huang","is_ca":false},{"name":"Carsten W. Israel","is_ca":false},{"name":"Jacqueline Joza","is_ca":true},{"name":"Jorge Romero","is_ca":false},{"name":"Kevin Vernooy","is_ca":false},{"name":"Pugazhendhi Vijayaraman","is_ca":false},{"name":"Zachary I. Whinnett","is_ca":false},{"name":"Francesco Zanon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04422725923032401,"gpt":0.3275522304735666,"spread":0.2833249712432426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002141973,0.0005311775,0.001238489,0.00008161448,0.001305893,0.0001619808,0.00003430591,0.0001860365,0.00001427266],"category_scores_gemma":[0.0001928619,0.0004395012,0.0009558534,0.0009656614,0.0007560525,0.00008551053,0.00008963088,0.0007651111,0.0002254793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000489119,"about_ca_system_score_gemma":0.0004845006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006077106,"about_ca_topic_score_gemma":0.0005268325,"domain_scores_codex":[0.9956138,0.0006214688,0.0009958314,0.0009838118,0.0008250029,0.0009601386],"domain_scores_gemma":[0.9968833,0.001197491,0.0003530153,0.0006636722,0.0003054403,0.0005970934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001339403,0.00003631217,0.02199509,0.0002722719,0.0007149765,0.00005041298,0.005574381,0.0001557263,0.001397664,0.000102311,0.9689783,0.0005885927],"study_design_scores_gemma":[0.004316678,0.0008959154,0.1172616,0.0005193267,0.0004965107,0.009215112,0.1107219,0.002418299,0.0009988585,0.00001178777,0.7520905,0.001053474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687016,0.0008095749,0.00006872784,0.02370536,0.001300471,0.001237016,0.0004418614,0.0006292215,0.003106195],"genre_scores_gemma":[0.9916436,0.000767707,0.0006548692,0.002955258,0.0009850542,0.00005611994,0.0001810971,0.0001033475,0.002652959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2168878,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225832278","doi":"10.1093/europace/euac030","title":"European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) Expert Consensus Statement on the state of genetic testing for cardiac diseases","year":2022,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":352,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Montreal Heart Institute; Université de Montréal; Toronto General Hospital; University of Toronto","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; National Heart, Lung, and Blood Institute; Heart Rhythm Society","keywords":"Heart Rhythm; Rhythm; Internal medicine; Cardiology; Chronobiology; Medicine","authors":[{"name":"Arthur A.M. Wilde","is_ca":false},{"name":"Christopher Semsarian","is_ca":false},{"name":"Manlio F. Márquez","is_ca":false},{"name":"Alireza Sepehri Shamloo","is_ca":false},{"name":"Michael J. Ackerman","is_ca":false},{"name":"Euan A. Ashley","is_ca":false},{"name":"Eduardo Back Sternick","is_ca":false},{"name":"Héctor Barajas-Martinez","is_ca":false},{"name":"Elijah R. Behr","is_ca":false},{"name":"Connie R. Bezzina","is_ca":false},{"name":"Jeroen Breckpot","is_ca":false},{"name":"Philippe Charron","is_ca":false},{"name":"Priya Chockalingam","is_ca":false},{"name":"Lia Crotti","is_ca":false},{"name":"Michael H. Gollob","is_ca":true},{"name":"Steven A. Lubitz","is_ca":false},{"name":"Naomasa Makita","is_ca":false},{"name":"Seiko Ohno","is_ca":false},{"name":"Martín Ortiz‐Genga","is_ca":false},{"name":"Luciana Sacilotto","is_ca":false},{"name":"Eric Schulze‐Bahr","is_ca":false},{"name":"Wataru Shimizu","is_ca":false},{"name":"Nona Sotoodehnia","is_ca":false},{"name":"Rafik Tadros","is_ca":true},{"name":"James S. Ware","is_ca":false},{"name":"David S. Winlaw","is_ca":false},{"name":"Elizabeth S. Kaufman","is_ca":false},{"name":"Takeshi Aiba","is_ca":false},{"name":"Andreas Bollmann","is_ca":false},{"name":"Jong‐Il Choi","is_ca":false},{"name":"Aarti Dalal","is_ca":false},{"name":"Francisco Darrieux","is_ca":false},{"name":"John Giudicessi","is_ca":false},{"name":"Mariana Guerchicoff","is_ca":false},{"name":"Kui Hong","is_ca":true},{"name":"Andrew D. Krahn","is_ca":true},{"name":"Ciorsti MacIntyre","is_ca":false},{"name":"Judith A. Mackall","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"Carlo Napolitano","is_ca":false},{"name":"Juan Pablo Ochoa","is_ca":false},{"name":"Petr Peichl","is_ca":false},{"name":"Alexandre C. Pereira","is_ca":false},{"name":"Peter J. Schwartz","is_ca":false},{"name":"Jon Skinner","is_ca":false},{"name":"Christoph Stellbrink","is_ca":false},{"name":"Jacob Tfelt‐Hansen","is_ca":false},{"name":"Thomas Deneke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01985004378610848,"gpt":0.2702052660334758,"spread":0.2503552222473673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002530999,0.0009587151,0.001855891,0.00008066445,0.001849313,0.0001072926,0.0001946312,0.0001342557,0.0001745887],"category_scores_gemma":[0.0006991449,0.000867011,0.002869407,0.00122587,0.0007683221,0.0001094222,0.000371305,0.001494942,0.0001099349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042637,"about_ca_system_score_gemma":0.0006752125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001717298,"about_ca_topic_score_gemma":0.000003155969,"domain_scores_codex":[0.9913831,0.002292522,0.001407078,0.001582037,0.001540616,0.001794654],"domain_scores_gemma":[0.9938595,0.002766289,0.0009026577,0.00136571,0.0006239896,0.0004818672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001237483,0.0009732061,0.01365397,0.0005258179,0.002577162,0.0002138246,0.009614589,0.007300826,0.0574205,0.00007064544,0.9016972,0.004714807],"study_design_scores_gemma":[0.008020992,0.009494835,0.3251304,0.0006057773,0.001617857,0.003287115,0.01693378,0.01129569,0.01067694,0.0002799218,0.6091052,0.00355152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692956,0.002656939,0.0001023298,0.02243082,0.0008625801,0.002906817,0.0009765696,0.0004466247,0.0003217616],"genre_scores_gemma":[0.9740459,0.0007628171,0.006779393,0.009684305,0.001869214,0.0005681157,0.0002944379,0.0003829707,0.005612879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3114764,"threshold_uncertainty_score":0.9994501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970842214","doi":"10.1093/europace/euz258","title":"EHRA/EAPCI expert consensus statement on catheter-based left atrial appendage occlusion – an update","year":2019,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia; Université de Montréal","funders":"National Institute for Health and Care Research","keywords":"Left atrial appendage occlusion; Statement (logic); Medicine; Catheter; Appendage; Atrial fibrillation; Cardiology; Occlusion; Internal medicine; Surgery; Political science; Law; Anatomy","authors":[{"name":"Michael Glikson","is_ca":false},{"name":"Rafael Wolff","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"John Mandrola","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Laurent Fauchier","is_ca":false},{"name":"Timothy R. Betts","is_ca":false},{"name":"Thorsten Lewalter","is_ca":true},{"name":"Jacqueline Saw","is_ca":true},{"name":"Apostolos Tzikas","is_ca":false},{"name":"Leonid Sternik","is_ca":false},{"name":"Fabian Nietlispach","is_ca":false},{"name":"Sergio Berti","is_ca":false},{"name":"Horst Sievert","is_ca":false},{"name":"Stefan Bertog","is_ca":false},{"name":"Bernhard Meier","is_ca":false},{"name":"Radosław Lenarczyk","is_ca":false},{"name":"Jens Erik Nielsen‐Kudsk","is_ca":false},{"name":"Roland Richard Tilz","is_ca":false},{"name":"Zbigniew Kalarus","is_ca":false},{"name":"Serge Bovéda","is_ca":false},{"name":"Thomas Deneke","is_ca":false},{"name":"Frank R. Heinzel","is_ca":false},{"name":"Ulf Landmesser","is_ca":false},{"name":"David Hildick‐Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04882425180944462,"gpt":0.3467999065646031,"spread":0.2979756547551585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004038816,0.0002312338,0.0003334264,0.0001490495,0.00009955424,0.000042178,0.0001069251,0.00005803973,0.00173401],"category_scores_gemma":[0.00008053235,0.0001888738,0.0002051386,0.0001102682,0.00003549618,0.00006360385,0.00007757016,0.0001305623,0.002322747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008645496,"about_ca_system_score_gemma":0.00006154868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002954305,"about_ca_topic_score_gemma":0.00000632706,"domain_scores_codex":[0.9982665,0.0001895737,0.0003532387,0.0004157259,0.0004738243,0.0003011835],"domain_scores_gemma":[0.9989376,0.000119846,0.0001563762,0.0005643395,0.00005200287,0.0001698399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02869478,0.0006806515,0.6446691,0.0007821934,0.0008591654,0.002030745,0.005849471,0.009886067,0.1163052,0.004251551,0.1661297,0.01986131],"study_design_scores_gemma":[0.009103455,0.002309882,0.01754922,0.00009550575,0.0001143797,0.00001331757,0.000336697,0.004478503,0.007712858,0.00002785571,0.9578065,0.0004518481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816896,0.000105715,0.0003039975,0.01051867,0.001257256,0.001052672,0.00001575712,0.0002075341,0.004848757],"genre_scores_gemma":[0.9847077,0.00004051644,0.0007421258,0.002109192,0.0007824764,1.543408e-7,0.0001534934,0.00005415081,0.01141019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7916768,"threshold_uncertainty_score":0.9991785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811365615","doi":"10.1093/europace/euy067","title":"Sex differences in cardiac arrhythmia: a consensus document of the European Heart Rhythm Association, endorsed by the Heart Rhythm Society and Asia Pacific Heart Rhythm Society","year":2018,"lang":"en","type":"review","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":285,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"British Heart Foundation","keywords":"Rhythm; Heart Rhythm; Internal medicine; Cardiology; Medicine; Heart failure","authors":[{"name":"Cecilia Linde","is_ca":false},{"name":"Maria Grazia Bongiorni","is_ca":false},{"name":"Ulrika Birgersdotter‐Green","is_ca":false},{"name":"Anne B. Curtis","is_ca":false},{"name":"Isabel Deisenhofer","is_ca":false},{"name":"Tetsushi Furokawa","is_ca":false},{"name":"Anne M. Gillis","is_ca":true},{"name":"Kristina H. Haugaa","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Marek Malík","is_ca":false},{"name":"Jeannie Poole","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Irina Savelieva","is_ca":false},{"name":"Andrea Sarkozy","is_ca":false},{"name":"Laurent Fauchier","is_ca":false},{"name":"Valentina Kutyifa","is_ca":false},{"name":"Sabine Ernst","is_ca":false},{"name":"Estelle Gandjbakhch","is_ca":false},{"name":"Éloi Marijon","is_ca":false},{"name":"Barbara Casadei","is_ca":false},{"name":"Yi‐Jen Chen","is_ca":false},{"name":"J. Swampillai","is_ca":false},{"name":"Jodie L. Hurwitz","is_ca":false},{"name":"Niraj Varma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01723367511905265,"gpt":0.2712023753065019,"spread":0.2539687001874493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003413519,0.001063703,0.003841762,0.00007931023,0.0006045288,0.00009982433,0.0002254742,0.0006120448,0.00004307314],"category_scores_gemma":[0.0005076106,0.0006604951,0.002977373,0.0009270272,0.001078708,0.00007192674,0.0004141406,0.002357429,0.0001232232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774943,"about_ca_system_score_gemma":0.0006749433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006233878,"about_ca_topic_score_gemma":0.000005629057,"domain_scores_codex":[0.9902481,0.00502701,0.001369887,0.00128646,0.0009279265,0.001140582],"domain_scores_gemma":[0.9952685,0.001774987,0.0009889627,0.001440617,0.0002746745,0.0002522724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001320054,0.0002395794,0.002071948,0.008449833,0.00419456,0.0002654949,0.003609943,0.00000317298,0.0004970229,0.0001485392,0.9563779,0.02401005],"study_design_scores_gemma":[0.0009584117,0.0003070413,0.002817181,0.002997854,0.001202733,0.004990379,0.0004605754,0.000008436394,0.0001152729,0.00004408596,0.9854377,0.000660353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02116544,0.9618885,0.000004451751,0.01043241,0.001309631,0.003065114,0.0002832028,0.0001370778,0.001714174],"genre_scores_gemma":[0.02634754,0.9567838,0.000182492,0.001093733,0.003136856,0.0001624058,0.00010818,0.0002295357,0.01195541],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02905983,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211125439","doi":"10.1093/europace/eus222","title":"2012 EHRA/HRS expert consensus statement on cardiac resynchronization therapy in heart failure: implant and follow-up recommendations and management: A registered branch of the European Society of Cardiology (ESC), and the Heart Rhythm Society; and in collaboration with the Heart Failure Society of America (HFSA), the American Society of Echocardiography (ASE), the American Heart Association (AHA), the European Association of Echocardiography (EAE) of the ESC and the Heart Failure Association of the ESC (HFA). * Endorsed by the governing bodies of AHA, ASE, EAE, HFSA, HFA, EHRA, and HRS","year":2012,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cochrane","funders":"","keywords":"Cardiac resynchronization therapy; Medicine; Heart failure; Cardiology; Internal medicine; Statement (logic); Implant; Heart Rhythm; Ejection fraction; Surgery; Political science; Law","authors":[{"name":"Jean‐Claude Daubert","is_ca":false},{"name":"Leslie A. Saxon","is_ca":false},{"name":"Philip B. Adamson","is_ca":false},{"name":"A. Auricchio","is_ca":false},{"name":"Ronald D. Berger","is_ca":false},{"name":"John F. Beshai","is_ca":false},{"name":"Ole Breithard","is_ca":false},{"name":"Michele Brignole","is_ca":false},{"name":"John G.F. Cleland","is_ca":false},{"name":"David B. DeLurgio","is_ca":false},{"name":"Kenneth Dickstein","is_ca":false},{"name":"Derek V. Exner","is_ca":false},{"name":"Michael R. Gold","is_ca":false},{"name":"Richard A. Grimm","is_ca":false},{"name":"David L. Hayes","is_ca":false},{"name":"Carsten W. Israel","is_ca":false},{"name":"C. Leclercq","is_ca":false},{"name":"Cecilia Linde","is_ca":false},{"name":"JoAnn Lindenfeld","is_ca":false},{"name":"Béla Merkely","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"Francis Murgatroyd","is_ca":false},{"name":"Frits W. Prinzen","is_ca":false},{"name":"Samir Saba","is_ca":false},{"name":"Jerold S. Shinbane","is_ca":false},{"name":"Jagmeet P. Singh","is_ca":true},{"name":"Alice Tang","is_ca":false},{"name":"P. E. Vardas","is_ca":false},{"name":"Bruce L. Wilkoff","is_ca":false},{"name":"José Luís Zamorano","is_ca":false},{"name":"Inder S. Anand","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":true},{"name":"John Boehmer","is_ca":false},{"name":"Hugh Calkins","is_ca":false},{"name":"Serge Cazeau","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"N.A. Mark Estes","is_ca":false},{"name":"David E. Haines","is_ca":false},{"name":"Fred Kusumoto","is_ca":false},{"name":"Frank Ruschitzka","is_ca":false},{"name":"Lynne W. Stevenson","is_ca":false},{"name":"Christian Torp‐Pedersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00952084811125425,"gpt":0.2463302816920997,"spread":0.2368094335808455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00881629,0.0004421466,0.00154318,0.00006327486,0.0007693837,0.00006601359,0.0001827485,0.0001040933,0.000001146917],"category_scores_gemma":[0.0003438441,0.0001920881,0.0009183381,0.001685812,0.003255174,0.0001510926,0.0002778177,0.0005769277,1.415019e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456621,"about_ca_system_score_gemma":0.00009028621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386411,"about_ca_topic_score_gemma":0.000203519,"domain_scores_codex":[0.9895981,0.0072819,0.001099871,0.0004593113,0.001118873,0.0004419209],"domain_scores_gemma":[0.9922923,0.00360973,0.00256281,0.0008909347,0.0005897561,0.00005440055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000638076,0.00007581238,0.7199351,0.0002128512,0.003533246,6.8376e-8,0.03589927,0.0004089708,0.006909729,0.00003881969,0.2313616,0.0009865178],"study_design_scores_gemma":[0.004985589,0.0003470109,0.8805887,0.0003443877,0.0009046454,0.00002033868,0.05843527,0.0002014387,0.001211707,0.00002080769,0.05270408,0.0002360662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244117,0.005439305,0.00007825195,0.06659412,0.0001141771,0.002603772,0.0005270851,0.00001673766,0.000214846],"genre_scores_gemma":[0.981739,0.01615312,0.0003458408,0.001423825,0.0000999244,0.00005847858,0.00002133533,0.00005152589,0.000106897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1786575,"threshold_uncertainty_score":0.9994574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214908860","doi":"10.1093/europace/euac038","title":"How to use digital devices to detect and manage arrhythmias: an EHRA practical guide","year":2022,"lang":"en","type":"article","venue":"EP Europace","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital","funders":"Novo Nordisk Fonden; Amsterdam University Medical Centers","keywords":"Medicine; Computer science","authors":[{"name":"Emma Svennberg","is_ca":false},{"name":"Fleur V.Y. Tjong","is_ca":false},{"name":"Andreas Goette","is_ca":false},{"name":"Nazem Akoum","is_ca":false},{"name":"Luigi Di Biase","is_ca":false},{"name":"Pierre Bordachar","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Haran Burri","is_ca":false},{"name":"Giulio Conte","is_ca":false},{"name":"Jean‐Claude Deharo","is_ca":false},{"name":"Thomas Deneke","is_ca":false},{"name":"Inga Drossart","is_ca":false},{"name":"David Duncker","is_ca":false},{"name":"Janet K. Han","is_ca":false},{"name":"Hein Heidbüchel","is_ca":false},{"name":"Pierre Jaı̈s","is_ca":false},{"name":"Marcio Jansen de Oliveira Figueiredo","is_ca":false},{"name":"Dominik Linz","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Katarzyna Małaczyńska-Rajpold","is_ca":false},{"name":"Manlio F. Márquez","is_ca":false},{"name":"M.C. Ploem","is_ca":false},{"name":"Kyoko Soejima","is_ca":false},{"name":"Martin K. Stiles","is_ca":false},{"name":"Eric Wierda","is_ca":true},{"name":"Kevin Vernooy","is_ca":false},{"name":"Christophe Leclercq","is_ca":false},{"name":"Christian Meyer","is_ca":false},{"name":"Cristiano Pisani","is_ca":false},{"name":"Hui‐Nam Pak","is_ca":false},{"name":"Dhiraj Gupta","is_ca":false},{"name":"Helmut Pürerfellner","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false},{"name":"Edgar Chávez","is_ca":false},{"name":"Stephan Willems","is_ca":false},{"name":"Victor Waldmann","is_ca":false},{"name":"Lukas Dekker","is_ca":false},{"name":"Elaine Y. Wan","is_ca":false},{"name":"Pramesh Kavoor","is_ca":false},{"name":"Mohit K. Turagam","is_ca":false},{"name":"Moritz F. Sinner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03145775494740866,"gpt":0.3116887643509954,"spread":0.2802310094035867,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001908831,0.0001232796,0.0001910296,0.0001430081,0.0001506679,0.0002818371,0.00006783925,0.00001713055,0.00002444589],"category_scores_gemma":[0.0009550221,0.0001137193,0.00004742733,0.0003740353,0.00001588834,0.000284116,0.0002075825,0.0001945124,0.00004253494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000047856,"about_ca_system_score_gemma":0.00002148933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004891974,"about_ca_topic_score_gemma":0.00001742264,"domain_scores_codex":[0.9989081,0.00007833869,0.0001197173,0.0003541563,0.000314441,0.0002252421],"domain_scores_gemma":[0.9990685,0.0001271514,0.00003805171,0.0003501489,0.00004815577,0.000368017],"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":[0.002023848,0.000736248,0.2263693,0.0004764408,0.001064806,0.02886474,0.009608897,0.0009995182,0.03883228,0.0002749585,0.0862975,0.6044515],"study_design_scores_gemma":[0.0003533366,0.0009999678,0.02455935,0.00003253896,0.000153935,0.0004608343,0.002245407,0.0003537381,0.0007398715,0.000009436718,0.9698585,0.0002330317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979268,0.0000899245,0.003049005,0.016065,0.0001216728,0.0001704504,0.00001519257,0.0001127417,0.001108],"genre_scores_gemma":[0.961197,0.000009574613,0.01079363,0.001206343,0.0003358364,0.00001601712,0.000007389907,0.00003395161,0.02640026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8835611,"threshold_uncertainty_score":0.4637338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178215348","doi":"10.1093/europace/euv411","title":"2015 HRS/EHRA/APHRS/SOLAECE expert consensus statement on optimal implantable cardioverter-defibrillator programming and testing","year":2015,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":242,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Defibrillation; Heart Rhythm; Bradycardia; Ventricular tachycardia; Ventricular fibrillation; Tachycardia; Internal medicine; Intensive care medicine; Heart rate; Blood pressure","authors":[{"name":"Bruce L. Wilkoff","is_ca":false},{"name":"Laurent Fauchier","is_ca":false},{"name":"Martin K. Stiles","is_ca":false},{"name":"Carlos A. Morillo","is_ca":true},{"name":"Sana M. Al‐Khatib","is_ca":false},{"name":"Jesús Almendral","is_ca":false},{"name":"Luis Aguinaga","is_ca":false},{"name":"Ronald D. Berger","is_ca":false},{"name":"Alejandro Cuesta","is_ca":false},{"name":"James P. Daubert","is_ca":false},{"name":"Sérgio Dubner","is_ca":false},{"name":"Kenneth A. Ellenbogen","is_ca":false},{"name":"N.A. Mark Estes","is_ca":false},{"name":"Guilherme Fenelon","is_ca":false},{"name":"Fermin C. García","is_ca":false},{"name":"Maurizio Gasparini","is_ca":false},{"name":"David E. Haines","is_ca":false},{"name":"Jeff S. Healey","is_ca":true},{"name":"Jodie L. Hurtwitz","is_ca":false},{"name":"Roberto Keegan","is_ca":false},{"name":"Christof Kolb","is_ca":false},{"name":"Karl-Heinz Kuck","is_ca":false},{"name":"Germanas Marinskis","is_ca":false},{"name":"Mark A. McGuire","is_ca":false},{"name":"Luis Molina","is_ca":false},{"name":"Ken Okumura","is_ca":false},{"name":"Alessandro Proclemer","is_ca":false},{"name":"Andrea Russo","is_ca":false},{"name":"Jagmeet P. Singh","is_ca":false},{"name":"Charles D. Swerdlow","is_ca":false},{"name":"Wee Siong Teo","is_ca":false},{"name":"William Uribe","is_ca":false},{"name":"Sami Viskin","is_ca":false},{"name":"Chun‐Chieh Wang","is_ca":false},{"name":"Shu Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08656527764763125,"gpt":0.341044544366069,"spread":0.2544792667184377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004676769,0.0002705543,0.0006921213,0.00008306817,0.0001619446,0.00008464481,0.00001825395,0.00005413805,0.000002129606],"category_scores_gemma":[0.0004607815,0.0002338557,0.00009394591,0.0002225027,0.00009703924,0.00005782673,0.00008621295,0.000138455,0.000127518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001194091,"about_ca_system_score_gemma":0.0001079293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002038382,"about_ca_topic_score_gemma":0.000002421747,"domain_scores_codex":[0.9981827,0.000104545,0.000324065,0.0004489079,0.0004947788,0.0004449653],"domain_scores_gemma":[0.9986594,0.0002373569,0.0001062567,0.0003285695,0.0002895406,0.0003788319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001101448,0.00009846754,0.03502185,0.0001897898,0.0006988334,0.0001392796,0.00556816,0.001351461,0.002301681,0.00004536337,0.9154377,0.03804599],"study_design_scores_gemma":[0.002324927,0.0008326484,0.002825445,0.0001986349,0.0001177958,0.003619838,0.002406734,0.0002615504,0.0007508748,0.000003591692,0.9863033,0.000354632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6963575,0.005785088,0.0001352662,0.000329845,0.0003894738,0.0004811882,0.00003050208,0.0003077592,0.2961834],"genre_scores_gemma":[0.9888779,0.0001393969,0.006545563,0.0003131972,0.0004585433,0.00001419826,0.00001066606,0.00005837743,0.003582195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2926012,"threshold_uncertainty_score":0.9536357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2101074565","doi":"10.1093/europace/eur241","title":"Comprehensive risk reduction in patients with atrial fibrillation: emerging diagnostic and therapeutic options--a report from the 3rd Atrial Fibrillation Competence NETwork/European Heart Rhythm Association consensus conference","year":2011,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":241,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Atrial fibrillation; Medicine; Guideline; Heart Rhythm; Antithrombotic; Management of atrial fibrillation; Intensive care medicine; Cardiology; Internal medicine; Competence (human resources); Psychology","authors":[{"name":"Paulus Kirchhof","is_ca":false},{"name":"Gregory Y. H. Lip","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Elaine M. Hylek","is_ca":false},{"name":"Stefan Kääb","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"K Wegscheider","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Axel Brandes","is_ca":false},{"name":"M. D. Ezekowitz","is_ca":false},{"name":"Hans‐Christoph Diener","is_ca":false},{"name":"Laurent Haegeli","is_ca":false},{"name":"H. Heidbuchel","is_ca":false},{"name":"Deirdre A. Lane","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"Stefan M. Willems","is_ca":false},{"name":"Paul Dorian","is_ca":true},{"name":"Maria Aunes-Jansson","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Maria Borentain","is_ca":false},{"name":"Stefanie Breitenstein","is_ca":false},{"name":"Martina Brueckmann","is_ca":false},{"name":"Nilo B. Cater","is_ca":false},{"name":"Andreas Clemens","is_ca":false},{"name":"Dobromir Dobrev","is_ca":false},{"name":"Sérgio Dubner","is_ca":false},{"name":"Nils Edvardsson","is_ca":false},{"name":"Leif Friberg","is_ca":false},{"name":"A. Goette","is_ca":false},{"name":"Michele Massimo Gulizia","is_ca":false},{"name":"Róbert Hatala","is_ca":false},{"name":"Jeremy Horwood","is_ca":false},{"name":"Łukasz Szumowski","is_ca":false},{"name":"Lukas Kappenberger","is_ca":false},{"name":"Josef Kautzner","is_ca":false},{"name":"Angelika Leute","is_ca":false},{"name":"Trudie Lobban","is_ca":false},{"name":"Ralf Meyer","is_ca":false},{"name":"J. Millerhagen","is_ca":false},{"name":"John M. Morgan","is_ca":false},{"name":"Felix Muenzel","is_ca":false},{"name":"Michael Näbauer","is_ca":false},{"name":"C. Baertels","is_ca":false},{"name":"M. Oeff","is_ca":false},{"name":"Dalibor Paar","is_ca":false},{"name":"Juergen Polifka","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"Ludger Rosin","is_ca":false},{"name":"Wim Stegink","is_ca":false},{"name":"Gerhard Steinbeck","is_ca":false},{"name":"Panos Vardas","is_ca":false},{"name":"A. Vincent","is_ca":false},{"name":"Maggie C. Walter","is_ca":false},{"name":"G. Breithardt","is_ca":false},{"name":"A. John Camm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07684273421130552,"gpt":0.3207357252888182,"spread":0.2438929910775126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009248442,0.0005401601,0.001409435,0.0001562495,0.000351198,0.0001330578,0.0001000758,0.0001998251,0.00005861653],"category_scores_gemma":[0.00134508,0.0003935884,0.0004979154,0.0006101392,0.0001274823,0.0001362713,0.0001317097,0.0005160731,0.00006740086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002345316,"about_ca_system_score_gemma":0.0001729491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171704,"about_ca_topic_score_gemma":0.00001866738,"domain_scores_codex":[0.99496,0.00209762,0.001221424,0.0007645775,0.0005723806,0.0003840268],"domain_scores_gemma":[0.9938515,0.00307111,0.001986975,0.0005838181,0.0003957219,0.0001108952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008335687,0.000005588473,0.6656958,0.0007276272,0.001259174,0.00007162198,0.0004396364,0.003897686,2.472888e-7,0.0001944684,0.001105727,0.3257688],"study_design_scores_gemma":[0.001987476,0.0001769065,0.2955823,0.002150027,0.002348584,0.00008872678,0.00003943966,0.0002040647,4.540934e-8,0.0000620765,0.6969795,0.00038085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02855329,0.9632443,0.0001676975,0.00084055,0.00225802,0.004359884,0.00007466751,0.0001718284,0.0003297658],"genre_scores_gemma":[0.01869544,0.9692556,0.0007202519,0.00003315532,0.009733658,0.000002243667,0.0009332057,0.000117702,0.0005086961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6958737,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782760865","doi":"10.1093/europace/eux163","title":"Device-detected subclinical atrial tachyarrhythmias: definition, implications and management—an European Heart Rhythm Association (EHRA) consensus document, endorsed by Heart Rhythm Society (HRS), Asia Pacific Heart Rhythm Society (APHRS) and Sociedad Latinoamericana de Estimulación Cardíaca y Electrofisiología (SOLEACE)","year":2017,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Atrial fibrillation; Asymptomatic; Medicine; Subclinical infection; Cardiology; Internal medicine; Heart failure; Rhythm; Stroke (engine); Heart Rhythm","authors":[{"name":"Bülent Görenek","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Shih‐Ann Chen","is_ca":false},{"name":"Nikolaos Dagres","is_ca":false},{"name":"Taya V. Glotzer","is_ca":false},{"name":"Jeff S. Healey","is_ca":true},{"name":"Carsten W. Israel","is_ca":false},{"name":"Gulmira Kudaiberdieva","is_ca":false},{"name":"Lars‐Åke Levin","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"David T. Martin","is_ca":false},{"name":"Ken Okumura","is_ca":false},{"name":"Jesper Hastrup Svendsen","is_ca":false},{"name":"Hung‐Fat Tse","is_ca":false},{"name":"Giovanni Luca Botto","is_ca":false},{"name":"Christian Sticherling","is_ca":false},{"name":"Cecilia Linde","is_ca":false},{"name":"Valentina Kutyifa","is_ca":false},{"name":"Robert Bernat","is_ca":false},{"name":"Chu‐Pak Lau","is_ca":false},{"name":"Pedro Iturralde","is_ca":false},{"name":"Daniel P. Morin","is_ca":false},{"name":"Irina Savelieva","is_ca":false},{"name":"Laurent Fauchier","is_ca":false},{"name":"A. Goette","is_ca":false},{"name":"Werner Jung","is_ca":false},{"name":"Marc A. Vos","is_ca":false},{"name":"Michele Brignole","is_ca":false},{"name":"Christian Elsner","is_ca":false},{"name":"Gheorghe‐Andrei Dan","is_ca":false},{"name":"Francisco Marı́n","is_ca":false},{"name":"Deirdre A. Lane","is_ca":false},{"name":"Carina Blomström Lundqvist","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09898875324745075,"gpt":0.3881424803348287,"spread":0.289153727087378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003327607,0.001308753,0.003295718,0.0001865401,0.001480239,0.0005545714,0.0002661071,0.0007721205,0.0001064427],"category_scores_gemma":[0.001040902,0.001281251,0.002298706,0.0006774516,0.0005673663,0.0003062527,0.0003887692,0.001476533,0.000219031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007577725,"about_ca_system_score_gemma":0.000423239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008537137,"about_ca_topic_score_gemma":0.00001115693,"domain_scores_codex":[0.9913844,0.002361718,0.001977781,0.001976868,0.0008655969,0.001433571],"domain_scores_gemma":[0.9938683,0.001748581,0.001766606,0.001494213,0.0003553536,0.0007669576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009430203,0.0002635459,0.03193023,0.01761343,0.01247999,0.0003698937,0.001591034,0.00003959843,0.0003492806,0.001363055,0.6195226,0.3135343],"study_design_scores_gemma":[0.003635368,0.0004599615,0.01233848,0.0009649334,0.004093037,0.00122108,0.0002424534,0.0001262611,0.000004338531,0.0001040546,0.9756471,0.001162911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.018321,0.9277193,0.0005300702,0.03381957,0.001237729,0.01177012,0.0007235035,0.001844471,0.004034266],"genre_scores_gemma":[0.006038632,0.9698147,0.008804739,0.001356253,0.003101601,0.00007851794,0.001513053,0.0004032581,0.008889202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3561245,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401108165","doi":"10.1093/europace/euae204","title":"Atrial cardiomyopathy revisited—evolution of a concept: a clinical consensus statement of the European Heart Rhythm Association (EHRA) of the ESC, the Heart Rhythm Society (HRS), the Asian Pacific Heart Rhythm Society (APHRS), and the Latin American Heart Rhythm Society (LAHRS)","year":2024,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"William Osler Health System; Université de Montréal; Montreal Heart Institute","funders":"Daiichi Sankyo Europe; National Center for Advancing Translational Sciences; Boston Scientific Corporation","keywords":"Heart Rhythm; Internal medicine; Rhythm; Cardiology; Medicine; Cardiomyopathy; Atrial fibrillation; Heart failure","authors":[{"name":"Andreas Goette","is_ca":false},{"name":"Domenico Corradi","is_ca":false},{"name":"Dobromir Dobrev","is_ca":true},{"name":"Luis Aguinaga","is_ca":false},{"name":"José Ángel Cabrera","is_ca":false},{"name":"Sumeet S. Chugh","is_ca":false},{"name":"Joris R. de Groot","is_ca":false},{"name":"Laurie Soulat-Dufour","is_ca":false},{"name":"Guilherme Fenelon","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"José Jalife","is_ca":false},{"name":"Yenn‐Jiang Lin","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Gregory M. Marcus","is_ca":false},{"name":"Katherine T. Murray","is_ca":false},{"name":"Hui‐Nam Pak","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"Naohiko Takahashi","is_ca":false},{"name":"Takanori Yamaguchi","is_ca":false},{"name":"William A. Zoghbi","is_ca":false},{"name":"Stanley Nattel","is_ca":true},{"name":"Lluı́s Mont","is_ca":false},{"name":"Joseph G. Akar","is_ca":false},{"name":"Nazem Akoum","is_ca":false},{"name":"Till Althoff","is_ca":false},{"name":"Juan Carlos Díaz","is_ca":false},{"name":"Jean-Baptiste Guichard","is_ca":false},{"name":"Amir Jadidi","is_ca":false},{"name":"Jonathan M. Kalman","is_ca":false},{"name":"H. Lim","is_ca":false},{"name":"Ricardo Alkmim Teixeira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0335455319177318,"gpt":0.3181367334785474,"spread":0.2845912015608156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0107793,0.0005384852,0.001438651,0.00003815442,0.000811836,0.0001427527,0.0002875304,0.0001790004,0.00005623841],"category_scores_gemma":[0.001148403,0.0002654298,0.003995619,0.001523855,0.002543346,0.0001197896,0.0005452,0.001148311,0.00002568902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110702,"about_ca_system_score_gemma":0.0003986822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002636461,"about_ca_topic_score_gemma":0.00001789003,"domain_scores_codex":[0.9902158,0.004784441,0.001918204,0.0007779999,0.001648078,0.0006555103],"domain_scores_gemma":[0.9939249,0.00284915,0.001193037,0.001434244,0.0004613327,0.000137341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001676277,0.0001682379,0.2447194,0.001379636,0.00620592,0.00001887769,0.03651172,0.001314742,0.001609496,0.005217969,0.692921,0.008256798],"study_design_scores_gemma":[0.007012948,0.0006165656,0.4438277,0.0007731274,0.002434355,0.0003728005,0.01710298,0.006530403,0.0003345244,0.0002520244,0.5201302,0.0006123785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7225318,0.007691023,0.0003891376,0.2595526,0.002350344,0.005613863,0.0002876516,0.0002316351,0.001351926],"genre_scores_gemma":[0.9896637,0.001150057,0.0005663669,0.002015854,0.002731801,0.00001266942,0.00002009328,0.0001024209,0.003736991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267132,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143897489","doi":"10.1093/europace/eur240","title":"Beneficial effects of right ventricular non-apical vs. apical pacing: a systematic review and meta-analysis of randomized-controlled trials","year":2011,"lang":"en","type":"review","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Ejection fraction; Cochrane Library; Meta-analysis; Internal medicine; Confidence interval; Cardiology; Heart failure","authors":[{"name":"Avi Shimony","is_ca":true},{"name":"Mark J. Eisenberg","is_ca":true},{"name":"Kristian B. Filion","is_ca":false},{"name":"Guy Amit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06606500564693575,"gpt":0.3610172605512764,"spread":0.2949522549043406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01046433,0.0007456465,0.1174738,0.0008353273,0.00005281417,0.00001772007,0.00006650112,0.0002529664,0.00007067082],"category_scores_gemma":[0.03431422,0.0003532055,0.02978001,0.001168047,0.0001740044,0.00002541779,0.0001007403,0.0002820284,0.00001911767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003209069,"about_ca_system_score_gemma":0.0001067031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000134779,"about_ca_topic_score_gemma":4.106227e-7,"domain_scores_codex":[0.9851541,0.007922362,0.005374559,0.0005639082,0.000729951,0.0002551292],"domain_scores_gemma":[0.9772418,0.01625068,0.00506104,0.0008407432,0.0004294296,0.0001763013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001640323,0.0000489579,4.431818e-7,0.59096,0.4069081,0.00004409107,0.00003799154,3.944039e-7,2.102949e-7,0.00008587683,0.0001914649,0.00008210769],"study_design_scores_gemma":[0.02546517,0.00008743177,8.745025e-7,0.05927536,0.9076334,0.0001983919,0.000002766355,0.000004100187,0.00000447862,0.000003920755,0.007099451,0.0002246938],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007681821,0.9853139,0.0003733053,0.0000401084,0.0001198705,0.01243713,0.00005375061,0.00002723148,0.001627018],"genre_scores_gemma":[0.000467018,0.9979169,0.0001041088,0.00006811255,0.0001017987,0.0006639526,0.00002857946,0.0000470733,0.0006024901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5316846,"threshold_uncertainty_score":0.999892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2508846942","doi":"10.1093/europace/euw141","title":"Percutaneous left atrial appendage occlusion: the Munich consensus document on definitions, endpoints, and data collection requirements for clinical studies","year":2016,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Bhabha Atomic Research Centre; St. Jude Medical","keywords":"Left atrial appendage occlusion; Atrial fibrillation; Medicine; Percutaneous; Stroke (engine); Intensive care medicine; Consensus conference; Data collection; Medical emergency; Medical physics; Internal medicine; Engineering; Warfarin","authors":[{"name":"Apostolos Tzikas","is_ca":false},{"name":"David R. Holmes","is_ca":false},{"name":"Sameer Gafoor","is_ca":false},{"name":"Carlos E. Ruiz","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Hans‐Christoph Diener","is_ca":false},{"name":"Riccardo Cappato","is_ca":false},{"name":"Saibal Kar","is_ca":false},{"name":"Randal J. Lee","is_ca":false},{"name":"Robert A. Byrne","is_ca":false},{"name":"Réda Ibrahim","is_ca":true},{"name":"Osama Soliman","is_ca":false},{"name":"Michael Näbauer","is_ca":false},{"name":"Steffen Schneider","is_ca":false},{"name":"Johannes Brachmann","is_ca":false},{"name":"Jeffrey L. Saver","is_ca":false},{"name":"Klaus Tiemann","is_ca":false},{"name":"Horst Sievert","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Thorsten Lewalter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3947581803159698,"gpt":0.4764004922631439,"spread":0.08164231194717408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001339435,0.0001552697,0.0003083484,0.0000610262,0.0004107532,0.00003243176,0.0001417855,0.00004933489,0.00009814727],"category_scores_gemma":[0.003397947,0.00008448555,0.0001152507,0.00008301488,0.0001771219,0.00006106741,0.0003887831,0.00008842315,0.00008458733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006169954,"about_ca_system_score_gemma":0.00004620493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004553634,"about_ca_topic_score_gemma":0.0000175044,"domain_scores_codex":[0.9983792,0.0002853592,0.0004484181,0.0004153187,0.0002806733,0.0001910378],"domain_scores_gemma":[0.9964224,0.002585343,0.0001634011,0.0006585441,0.0000975349,0.0000728056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01507966,0.00009823689,0.1698441,0.000353878,0.002647286,0.0005248258,0.001400196,0.000007336003,0.002131859,0.01237124,0.7606986,0.03484286],"study_design_scores_gemma":[0.008437187,0.001736803,0.01833137,0.0002752389,0.0009958686,0.0004465657,0.001291672,0.0001969674,0.000111629,0.001457187,0.9664038,0.0003156671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6959494,0.006932313,0.001397073,0.2729499,0.006791655,0.007047825,0.0002851255,0.0004016348,0.008245138],"genre_scores_gemma":[0.9270812,0.02716199,0.003948704,0.002093299,0.003018822,0.000001033527,0.000140024,0.00006935437,0.03648552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708566,"threshold_uncertainty_score":0.4067905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150293516","doi":"10.1093/europace/eur303","title":"ISHNE/EHRA expert consensus on remote monitoring of cardiovascular implantable electronic devices (CIEDs)","year":2012,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac resynchronization therapy; Defibrillation; Canadian Cardiovascular Society; Telemedicine; Reimbursement; Heart Rhythm; Implantable cardioverter-defibrillator; Intensive care medicine; Heart failure; Medical emergency; Cardiology; Health care; Myocardial infarction; Ejection fraction","authors":[{"name":"Sérgio Dubner","is_ca":false},{"name":"Angelo Auricchio","is_ca":false},{"name":"Jonathan S. Steinberg","is_ca":false},{"name":"Panos Vardas","is_ca":false},{"name":"Peter H. Stone","is_ca":false},{"name":"Josép Brugada","is_ca":false},{"name":"Ryszard Piotrowicz","is_ca":false},{"name":"David L. Hayes","is_ca":false},{"name":"Paulus Kirchhof","is_ca":false},{"name":"Günter Breithardt","is_ca":false},{"name":"Wojciech Zaręba","is_ca":false},{"name":"Claudio Schuger","is_ca":false},{"name":"Mehmet K. Aktaş","is_ca":false},{"name":"Michał Chudzik","is_ca":false},{"name":"Suneet Mittal","is_ca":false},{"name":"Niraj Varma","is_ca":false},{"name":"Carsten W. Israel","is_ca":false},{"name":"Luigi Padeletti","is_ca":false},{"name":"Michele Brignole","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0358395697904482,"gpt":0.3064413157335396,"spread":0.2706017459430913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003716765,0.000155448,0.0005372879,0.00008395965,0.00008798271,0.0000087994,0.00001954725,0.0000460554,0.000003962847],"category_scores_gemma":[0.0001823434,0.000134762,0.0002893026,0.0001920181,0.00004420883,0.00003519137,0.00003552673,0.0001413172,0.00009247696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000699967,"about_ca_system_score_gemma":0.00004034375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558315,"about_ca_topic_score_gemma":4.626349e-7,"domain_scores_codex":[0.998716,0.00008871697,0.0001947826,0.0001955618,0.0003750259,0.0004299197],"domain_scores_gemma":[0.9991348,0.0001539343,0.00009417203,0.0004031569,0.0001011764,0.0001127266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002878737,0.0005651207,0.6256294,0.001559727,0.0168575,0.0001951189,0.0189034,0.003100544,0.09035546,0.001000507,0.1618948,0.07705975],"study_design_scores_gemma":[0.001110187,0.0002237867,0.04733164,0.0002496591,0.0003918013,0.0009164096,0.001211884,0.00002113503,0.04186523,0.000004882228,0.9064187,0.0002546856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8495324,0.05198411,0.0001182756,0.00009873429,0.0005328655,0.0001507217,0.000004630689,0.00009603116,0.09748223],"genre_scores_gemma":[0.9959539,0.001762964,0.0003728033,0.00007819128,0.0007905743,0.000001509304,0.000002260426,0.00002960583,0.001008178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7445239,"threshold_uncertainty_score":0.5495436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226254398","doi":"10.1093/europace/euac062","title":"Early diagnosis and better rhythm management to improve outcomes in patients with atrial fibrillation: the 8th AFNET/EHRA consensus conference","year":2022,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute; McMaster University; Population Health Research Institute","funders":"National Institute on Aging; Deutsche Herzstiftung; National Institute for Health and Care Research; Bundesministerium für Bildung und Forschung; Agence Nationale de la Recherche; British Heart Foundation; Fondation Leducq; Sanofi; Deutsches Zentrum für Herz-Kreislaufforschung; European Commission; Pfizer; Medical Research Council; Kompetenznetz Vorhofflimmern; Novo Nordisk Fonden; Boston Scientific Corporation","keywords":"Atrial fibrillation; Medicine; Cardiology; Rhythm; Internal medicine; Heart Rhythm","authors":[{"name":"Renate B. Schnabel","is_ca":false},{"name":"Elena Andreassi Marinelli","is_ca":false},{"name":"Elena Arbelo","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Serge Bovéda","is_ca":false},{"name":"Claire Buckley","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Barbara Casadei","is_ca":false},{"name":"Winnie Chua","is_ca":false},{"name":"Nikolaos Dagres","is_ca":false},{"name":"Mirko De Melis","is_ca":false},{"name":"Lien Desteghe","is_ca":false},{"name":"Søren Zöga Diederichsen","is_ca":false},{"name":"David Duncker","is_ca":false},{"name":"Lars Eckardt","is_ca":false},{"name":"Christoph Eisert","is_ca":false},{"name":"Daniel Engler","is_ca":false},{"name":"Larissa Fabritz","is_ca":false},{"name":"Ben Freedman","is_ca":false},{"name":"Ludovic Gillet","is_ca":false},{"name":"Andreas Goette","is_ca":false},{"name":"Eduard Guasch","is_ca":false},{"name":"Jesper Hastrup Svendsen","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"Karl Georg Hæusler","is_ca":false},{"name":"Jeff S. Healey","is_ca":true},{"name":"Hein Heidbüchel","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Richard Hobbs","is_ca":false},{"name":"Thomas Hübner","is_ca":false},{"name":"Dipak Kotecha","is_ca":false},{"name":"Michael Krekler","is_ca":false},{"name":"Christophe Leclercq","is_ca":false},{"name":"Thorsten Lewalter","is_ca":false},{"name":"Honghuang Lin","is_ca":false},{"name":"Dominik Linz","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Maja Lisa Løchen","is_ca":false},{"name":"Wim A M Lucassen","is_ca":false},{"name":"Katarzyna Małaczyńska-Rajpold","is_ca":false},{"name":"Steffen Maßberg","is_ca":false},{"name":"José Luís Merino","is_ca":false},{"name":"Ralf Meyer","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"Michael C. Myers","is_ca":false},{"name":"Lis Neubeck","is_ca":false},{"name":"Teemu Niiranen","is_ca":false},{"name":"M. Oeff","is_ca":false},{"name":"Jonas Oldgren","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"George Psaroudakis","is_ca":false},{"name":"Helmut Pürerfellner","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"Michiel Rienstra","is_ca":false},{"name":"Léna Rivard","is_ca":false},{"name":"Ulrich Schotten","is_ca":true},{"name":"Dipen Shah","is_ca":false},{"name":"Moritz F. Sinner","is_ca":false},{"name":"Rüdiger Smolnik","is_ca":false},{"name":"Gerhard Steinbeck","is_ca":false},{"name":"Daniel Steven","is_ca":false},{"name":"Emma Svennberg","is_ca":false},{"name":"Dierk Thomas","is_ca":false},{"name":"Mellanie True Hills","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Burcu Vardar","is_ca":false},{"name":"Elena Palà","is_ca":false},{"name":"Reza Wakili","is_ca":false},{"name":"Karl Wegscheider","is_ca":false},{"name":"Mattias Wieloch","is_ca":false},{"name":"Stephan Willems","is_ca":false},{"name":"Henning Witt","is_ca":false},{"name":"André Ziegler","is_ca":false},{"name":"Matthias Daniel Zink","is_ca":false},{"name":"Paulus Kirchhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02478611403443737,"gpt":0.269363120997459,"spread":0.2445770069630216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000216496,0.0001700092,0.0002725895,0.0001323012,0.0001719635,0.00005687035,0.00007395574,0.00001803997,0.0001824348],"category_scores_gemma":[0.00006261984,0.0001167025,0.00007081249,0.0002855849,0.00004627252,0.00004704556,0.0002848682,0.0001295047,0.00002978292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005603306,"about_ca_system_score_gemma":0.00001540399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004514826,"about_ca_topic_score_gemma":0.000007708594,"domain_scores_codex":[0.9986258,0.0001140906,0.0002557559,0.0003216909,0.0004592636,0.0002234656],"domain_scores_gemma":[0.9992776,0.0001922722,0.0001055005,0.000296542,0.00004945509,0.00007862582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006057504,0.000006090179,0.989922,0.00002346026,0.0000995625,0.00003670649,0.0004592615,0.0001685359,0.000001851775,0.0003792403,0.001043136,0.00725442],"study_design_scores_gemma":[0.003631161,0.0005527919,0.9316646,0.00001490634,0.000108318,0.000002158281,0.0002138685,0.00006703345,0.000004939811,0.00003013261,0.06356203,0.000148083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700998,0.00005836045,0.00003288015,0.02692582,0.0003061451,0.001635959,0.0000217899,0.00004117886,0.0008780391],"genre_scores_gemma":[0.9935013,0.00001748129,0.0005305322,0.001105791,0.0002540525,0.00001261811,0.00001409528,0.00002482553,0.004539282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06251889,"threshold_uncertainty_score":0.4758988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155622293","doi":"10.1093/europace/eus316","title":"Efficacy and safety of implantable cardiac defibrillators for treatment of ventricular arrhythmias in patients with cardiac sarcoidosis","year":2012,"lang":"en","type":"article","venue":"EP Europace","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; Ventricular tachycardia; Internal medicine; Implantable cardioverter-defibrillator; Defibrillation; Cardiology; Ejection fraction; Adverse effect; Retrospective cohort study; Shock (circulatory); Sudden cardiac death; Heart failure","authors":[{"name":"Jordana Kron","is_ca":false},{"name":"William H. Sauer","is_ca":false},{"name":"Joseph L. Schuller","is_ca":false},{"name":"Frank Bogun","is_ca":false},{"name":"Thomas Crawford","is_ca":false},{"name":"Sinan Sarsam","is_ca":false},{"name":"Lynda E. Rosenfeld","is_ca":false},{"name":"Teferi Mitiku","is_ca":false},{"name":"Joshua M. Cooper","is_ca":false},{"name":"Davendra Mehta","is_ca":false},{"name":"Arnold J. Greenspon","is_ca":false},{"name":"Matthew Ortman","is_ca":false},{"name":"David B. DeLurgio","is_ca":false},{"name":"Ravinder Valadri","is_ca":false},{"name":"Calambur Narasimhan","is_ca":false},{"name":"Nalla Swapna","is_ca":false},{"name":"Jagmeet P. Singh","is_ca":false},{"name":"Stephan B. Danik","is_ca":false},{"name":"Steven M. Markowitz","is_ca":false},{"name":"Adrian K. Almquist","is_ca":false},{"name":"Andrew D. Krahn","is_ca":true},{"name":"Luke G. Wolfe","is_ca":false},{"name":"Shawn Feinstein","is_ca":false},{"name":"Kenneth A. Ellenbogen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01605330200881844,"gpt":0.2691949326689369,"spread":0.2531416306601185,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002394466,0.0001580808,0.0006783702,0.0001385985,0.00003562264,0.000004765922,0.00002967307,0.00005437271,0.0000054741],"category_scores_gemma":[0.00007139004,0.00011112,0.0001195644,0.0002837855,0.00007064915,0.00005949834,0.00002748844,0.00004170436,0.000002882269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000910423,"about_ca_system_score_gemma":0.00004812776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000111399,"about_ca_topic_score_gemma":0.000001275909,"domain_scores_codex":[0.9987571,0.00009243032,0.0002627314,0.0001972567,0.0003135471,0.0003769403],"domain_scores_gemma":[0.9991502,0.0002224759,0.00009632466,0.0002569993,0.0001084295,0.0001655422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002037367,0.0004960078,0.9893629,0.0001685082,0.0002087439,0.000002396753,0.0003111543,0.000006787524,0.001689803,0.00002991981,0.0001436064,0.005542833],"study_design_scores_gemma":[0.004937795,0.001726488,0.9473034,0.0001071722,0.0002073508,0.000006204049,0.00006486117,0.000004737483,0.0369326,6.98749e-7,0.008597147,0.0001115505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941708,0.003939546,0.000008071072,0.00004478673,0.00007011971,0.001146914,0.0001351895,0.000008288411,0.0004763126],"genre_scores_gemma":[0.9988195,0.0005326701,0.0003398524,0.000005719332,0.00009586738,0.00001968173,0.00004232276,0.00002808508,0.0001163453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04205948,"threshold_uncertainty_score":0.4531344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117915052","doi":"10.1093/europace/eul106","title":"Does intensity of rate-control influence outcome in atrial fibrillation? An analysis of pooled data from the RACE and AFFIRM studies","year":2006,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Atrial fibrillation; Heart rate; Cardiology; Internal medicine; Hazard ratio; Myocardial infarction; Clinical endpoint; Heart failure; Blood pressure; Randomized controlled trial; Confidence interval","authors":[{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"D. George Wyse","is_ca":true},{"name":"Mary L. Chandler","is_ca":false},{"name":"Howard A. Cooper","is_ca":false},{"name":"Brian Olshansky","is_ca":false},{"name":"Vincent E. Hagens","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06410359221703159,"gpt":0.3602979615145858,"spread":0.2961943692975542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007524026,0.0001197736,0.0007017881,0.0001541129,0.00004051715,0.0000140332,0.0001378937,0.000032424,0.0000187978],"category_scores_gemma":[0.001426229,0.00006456159,0.000108666,0.0005543246,0.0001252151,0.0001879141,0.0001659612,0.00006462648,0.00000213044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737871,"about_ca_system_score_gemma":0.00001495029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233091,"about_ca_topic_score_gemma":0.0010016,"domain_scores_codex":[0.9986765,0.0002091642,0.0005310939,0.0002717275,0.0002060006,0.0001054718],"domain_scores_gemma":[0.9979379,0.0009613142,0.0003024354,0.0006094487,0.0001622034,0.00002676664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005910915,0.000003540998,0.9925708,0.00001998814,0.000681949,0.000004076637,0.0002588455,0.004632194,0.0009263339,0.00007811429,0.0000693051,0.0001638309],"study_design_scores_gemma":[0.001748254,0.00004323653,0.9839894,0.00001997166,0.002246759,2.000343e-7,0.0005474261,0.0105383,0.00008258595,0.00008464858,0.0006277427,0.0000714653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945216,0.0007633404,0.0001255135,0.004018389,0.0001252452,0.0003219413,0.00007668022,0.00001833131,0.0000289643],"genre_scores_gemma":[0.9988193,0.0001353599,0.0001916354,0.00009450195,0.0003972354,1.513291e-7,0.00009041873,0.000007953924,0.0002634443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008581316,"threshold_uncertainty_score":0.2632745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112991023","doi":"10.1093/europace/eur416","title":"Efficacy and safety of vernakalant in patients with atrial flutter: a randomized, double-blind, placebo-controlled trial","year":2012,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; Cardiome (Canada)","funders":"Astellas Foundation for Research on Metabolic Disorders; Astellas Pharma; Cardiome Pharma Corp.","keywords":"Atrial flutter; Medicine; Placebo; Double blind; Flutter; Cardiology; Randomized controlled trial; Internal medicine; Anesthesia; Atrial fibrillation; Alternative medicine; Engineering","authors":[{"name":"A. John Camm","is_ca":false},{"name":"Egon Toft","is_ca":false},{"name":"Christian Torp‐Pedersen","is_ca":false},{"name":"Pugazhendhi Vijayaraman","is_ca":false},{"name":"Steen Juul‐Möller","is_ca":false},{"name":"James E. Ip","is_ca":false},{"name":"Gregory N. Beatch","is_ca":true},{"name":"G Dickinson","is_ca":true},{"name":"D. George Wyse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02770433237871598,"gpt":0.2934958162560045,"spread":0.2657914838772885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103528,0.0001703639,0.0009993777,0.0001607198,0.00003285789,0.00001235299,0.00004729856,0.00005316929,0.00007610716],"category_scores_gemma":[0.0004359083,0.0001094235,0.0001868776,0.0001697698,0.00006989879,0.0001144942,0.000048165,0.0001095915,0.00001577614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002664063,"about_ca_system_score_gemma":0.00002569257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940364,"about_ca_topic_score_gemma":0.000002565054,"domain_scores_codex":[0.9984558,0.0002483828,0.0005399341,0.0001693977,0.000351984,0.0002345468],"domain_scores_gemma":[0.9987912,0.0005961478,0.0002719525,0.0001833574,0.0000487195,0.0001086303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8830232,0.00005243276,0.1158496,0.00002650423,0.0002307709,0.000002282922,0.0002206148,0.00002048624,0.000006469893,0.0001757427,0.00006047107,0.0003314534],"study_design_scores_gemma":[0.9589971,0.0004359395,0.0380088,0.00004500857,0.0005301435,8.863834e-7,0.00001365749,0.00004045169,0.00001474594,0.000002079262,0.001801398,0.0001098432],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894775,0.000188071,0.00008541059,0.0004504162,0.00048069,0.007451714,0.000002466954,0.00002599695,0.001837691],"genre_scores_gemma":[0.9975877,0.00004941564,0.0001662257,0.0000398725,0.0009442687,0.000007987623,0.00002044918,0.00002191683,0.001162209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07784078,"threshold_uncertainty_score":0.446216,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127611201","doi":"10.1093/europace/eup328","title":"Animal models for atrial fibrillation: clinical insights and scientific opportunities","year":2009,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Animal model; Clinical Practice; Intensive care medicine; Neuroscience; Cardiology; Internal medicine","authors":[{"name":"Kunihiro Nishida","is_ca":true},{"name":"G. Michael","is_ca":true},{"name":"Dobromir Dobrev","is_ca":false},{"name":"Stanley Nattel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4675969171275448,"gpt":0.4619347433384608,"spread":0.005662173789084013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007140214,0.0003509707,0.001661729,0.000299133,0.0002232796,0.0001861635,0.00009786538,0.0002351141,0.00003031105],"category_scores_gemma":[0.0003471663,0.0002722121,0.0010539,0.0002462736,0.0001675966,0.0001859546,0.00009357787,0.0001790231,0.00003564602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003386644,"about_ca_system_score_gemma":0.0003061048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.793842e-7,"about_ca_topic_score_gemma":6.715043e-7,"domain_scores_codex":[0.997705,0.0002067161,0.0009416235,0.0005914057,0.0003160039,0.0002392302],"domain_scores_gemma":[0.9982286,0.0006061802,0.0004368563,0.0003836818,0.0001433259,0.0002013656],"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":[0.0001559212,0.000002461277,0.00003273369,0.004004924,0.000178208,0.00002435763,0.00003776341,0.000007418163,7.445444e-8,0.007436892,0.007354904,0.9807643],"study_design_scores_gemma":[0.0009024247,0.0003536716,0.00003482489,0.001466742,0.00180215,0.00002628731,0.00001483022,0.0006799705,4.484199e-8,0.0003266927,0.9941312,0.0002611371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000590487,0.9934516,0.0003346906,0.0006731229,0.00109908,0.001878618,0.00002331499,0.000107547,0.002372979],"genre_scores_gemma":[0.00003814309,0.9589291,0.0009349177,0.00004343561,0.007484175,0.000001513505,0.0003021456,0.00005385117,0.03221271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9867763,"threshold_uncertainty_score":0.999973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156253779","doi":"10.1016/j.eupc.2005.05.011","title":"Of circles and spirals: Bridging the gap between the leading circle and spiral wave concepts of cardiac reentry","year":2005,"lang":"en","type":"review","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Reentry; Spiral wave; Bridging (networking); Context (archaeology); Spiral (railway); Medicine; Cardiac electrophysiology; Cognitive science; Electrophysiology; Computer science; Cardiology; Engineering; Computer security; Mechanical engineering","authors":[{"name":"Philippe Comtois","is_ca":true},{"name":"James Kneller","is_ca":true},{"name":"Stanley Nattel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05440983836664661,"gpt":0.342603210772078,"spread":0.2881933724054314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005452031,0.0002684989,0.001774017,0.0000667753,0.000116384,0.00001134215,0.0001018357,0.0001495679,0.000006583794],"category_scores_gemma":[0.0001815673,0.0001668026,0.0004288326,0.0001932031,0.00064509,0.00003689057,0.0001456344,0.000606877,0.000006638354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002329359,"about_ca_system_score_gemma":0.00009806237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009977783,"about_ca_topic_score_gemma":5.106052e-7,"domain_scores_codex":[0.9982367,0.0004910745,0.0004676063,0.0003351928,0.0001855313,0.0002839057],"domain_scores_gemma":[0.9983311,0.0006682693,0.0004100376,0.0004707898,0.00005084237,0.00006899141],"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":[0.00001075488,0.000006377366,0.0001751571,0.002782765,0.0003695971,0.00002360424,0.0001825907,4.793297e-7,0.0001515213,0.00006344406,0.0006514935,0.9955822],"study_design_scores_gemma":[0.0003691292,0.0002834988,0.008782891,0.00624953,0.003769308,0.0004689078,0.00009300842,0.000004829054,0.0002147369,0.00002530363,0.9794251,0.0003137738],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02460611,0.9733843,0.00000623378,0.0003407327,0.0001012391,0.0006086704,0.00005333473,0.00001706451,0.0008823655],"genre_scores_gemma":[0.04543604,0.9528056,0.00002373502,0.00008427808,0.001189571,0.000008534575,0.0000188097,0.00004428412,0.0003891322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9952685,"threshold_uncertainty_score":0.6802014,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148895360","doi":"10.1093/europace/eur406","title":"Clinical correlates of immediate success and outcome at 1-year follow-up of real-world cardioversion of atrial fibrillation: the Euro Heart Survey","year":2012,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Population Health Research Institute","funders":"Universiteit Maastricht","keywords":"Medicine; Atrial fibrillation; Internal medicine; Amiodarone; Cardiology; Cardioversion; Sinus rhythm; valvular heart disease; Coronary artery disease; Digoxin; Prospective cohort study; Heart failure; Multivariate analysis","authors":[{"name":"Ron Pisters","is_ca":false},{"name":"Robby Nieuwlaat","is_ca":true},{"name":"Maria Prins","is_ca":false},{"name":"J.‐Y. Le Heuzey","is_ca":false},{"name":"Aldo P. Maggioni","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"H. J. G. M. Crijns","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09711563412647743,"gpt":0.3763657441548304,"spread":0.2792501100283529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002148275,0.0001283833,0.0006619029,0.0000912699,0.00005021301,0.000004668689,0.00007208759,0.00006224064,0.0000776415],"category_scores_gemma":[0.001165735,0.00008952471,0.0003824576,0.000325496,0.000172112,0.000096971,0.0001848963,0.00009978734,0.00002051833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001708013,"about_ca_system_score_gemma":0.00002278281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002187204,"about_ca_topic_score_gemma":0.00003299071,"domain_scores_codex":[0.9980167,0.0005018408,0.0007612804,0.0001638715,0.000384735,0.0001716147],"domain_scores_gemma":[0.9972237,0.001746597,0.0004473879,0.0003378013,0.0001464235,0.00009806523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001365678,0.000003316567,0.9954013,0.00008502538,0.0001229992,6.559106e-7,0.0001305534,0.00002901912,0.00008780831,0.0001506287,0.002354535,0.0002685275],"study_design_scores_gemma":[0.002696,0.0001462537,0.9755578,0.00003042566,0.0002794201,0.000002223243,0.00004172019,0.00005426692,0.0002304574,0.000004292924,0.02088227,0.00007488315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951351,0.0007796917,0.0000154885,0.0007242973,0.001468537,0.0003598035,0.00003316142,0.00001657369,0.001467349],"genre_scores_gemma":[0.9939023,0.0005991326,0.00009406554,0.00002643404,0.0009311753,9.672785e-8,0.00003502642,0.00002008598,0.004391716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01984346,"threshold_uncertainty_score":0.3650712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153858333","doi":"10.1093/europace/euv304","title":"A roadmap to improve the quality of atrial fibrillation management: proceedings from the fifth Atrial Fibrillation Network/European Heart Rhythm Association consensus conference","year":2015,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cardiome (Canada)","funders":"Fondation Leducq; Bundesministerium für Bildung und Forschung; National Institute for Health and Care Research; European Commission; Kompetenznetz Vorhofflimmern","keywords":"Atrial fibrillation; Heart Rhythm; Management of atrial fibrillation; Cardiology; Internal medicine; Rhythm; Medicine; Consensus conference; Association (psychology); Psychology","authors":[{"name":"Paulus Kirchhof","is_ca":false},{"name":"Günter Breithardt","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Gerlinde Benninger","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Axel Brandes","is_ca":false},{"name":"Helen Brown","is_ca":false},{"name":"Martina Brueckmann","is_ca":false},{"name":"Hugh Calkins","is_ca":false},{"name":"Melanie Calvert","is_ca":false},{"name":"Vincent M. Christoffels","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false},{"name":"Dobromir Dobrev","is_ca":false},{"name":"Patrick T. Ellinor","is_ca":false},{"name":"Larissa Fabritz","is_ca":false},{"name":"Thomas Fetsch","is_ca":false},{"name":"Ben Freedman","is_ca":false},{"name":"Andrea Gerth","is_ca":false},{"name":"Andreas Goette","is_ca":false},{"name":"Eduard Guasch","is_ca":false},{"name":"Guido Hack","is_ca":false},{"name":"Laurent Haegeli","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"Karl Georg Hæusler","is_ca":false},{"name":"Hein Heidbüchel","is_ca":false},{"name":"Jutta Heinrich-Nols","is_ca":false},{"name":"Françoise Hidden‐Lucet","is_ca":false},{"name":"G Hindricks","is_ca":false},{"name":"Steen Juul‐Möller","is_ca":true},{"name":"Stefan Kääb","is_ca":false},{"name":"Lukas Kappenberger","is_ca":false},{"name":"Stefanie Kespohl","is_ca":false},{"name":"Dipak Kotecha","is_ca":false},{"name":"Deirdre A. Lane","is_ca":false},{"name":"Angelika Leute","is_ca":false},{"name":"Thorsten Lewalter","is_ca":false},{"name":"Ralf Meyer","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"Felix Münzel","is_ca":false},{"name":"Michael Näbauer","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"M. Oeff","is_ca":false},{"name":"Jonas Oldgren","is_ca":false},{"name":"Ali̇ Oto","is_ca":false},{"name":"Jonathan P. Piccini","is_ca":false},{"name":"Art Pilmeyer","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"Holger Reinecke","is_ca":false},{"name":"Thomas Rostock","is_ca":false},{"name":"Joerg Rustige","is_ca":true},{"name":"Irene Savelieva","is_ca":false},{"name":"Renate B. Schnabel","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"Lars Schwichtenberg","is_ca":false},{"name":"Moritz F. Sinner","is_ca":false},{"name":"Gerhard Steinbeck","is_ca":false},{"name":"Monika Stoll","is_ca":false},{"name":"Luigi Tavazzi","is_ca":false},{"name":"Sakis Themistoclakis","is_ca":false},{"name":"Hung‐Fat Tse","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Panagiotis Vardas","is_ca":false},{"name":"Timo Varpula","is_ca":false},{"name":"A. Vincent","is_ca":false},{"name":"David J. Werring","is_ca":false},{"name":"Stephan Willems","is_ca":false},{"name":"André Ziegler","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"A. John Camm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1395507283528779,"gpt":0.3873588805806182,"spread":0.2478081522277404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005019327,0.0005811377,0.001903385,0.0001280186,0.0002654332,0.0002201127,0.0002993335,0.0002390917,0.00007575774],"category_scores_gemma":[0.002496165,0.0003683549,0.00141361,0.000913505,0.00007866159,0.0001285411,0.0004224789,0.0003965919,0.000374421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594968,"about_ca_system_score_gemma":0.0002138702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197224,"about_ca_topic_score_gemma":0.00001447055,"domain_scores_codex":[0.9943508,0.0013907,0.001736581,0.0007439423,0.001295202,0.0004827786],"domain_scores_gemma":[0.9944078,0.001732654,0.002367332,0.0006965965,0.0006221149,0.00017347],"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":[0.001790124,0.000004918743,0.01313132,0.005087778,0.003331394,0.0000137069,0.001425246,0.00110786,0.000005041388,0.004202939,0.07189614,0.8980035],"study_design_scores_gemma":[0.001519156,0.0001593275,0.004416854,0.001562833,0.002692517,0.000007822833,0.00009644625,0.0001704566,3.81651e-7,0.0001493029,0.9888608,0.0003640982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002957058,0.9607641,0.0002098471,0.009656113,0.004075201,0.0115655,0.0002711963,0.0003200535,0.01018099],"genre_scores_gemma":[0.003994509,0.9278152,0.001142638,0.0003074244,0.05148048,0.000006792461,0.0007529453,0.0002396253,0.0142604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9169647,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2136518010","doi":"10.1053/eupc.2000.0104","title":"Is electrical storm in ICD patients the sign of a dying heart? Outcome of patients with clusters of ventricular tachyarrhythmias","year":2000,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Storm; Implant; Implantable cardioverter-defibrillator; Cardiology; Internal medicine; Ejection fraction; Sudden cardiac death; Surgery; Heart failure; Meteorology","authors":[{"name":"Mary Greene","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01292681622477749,"gpt":0.2580182162058333,"spread":0.2450913999810558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001474089,0.0001040195,0.0004546065,0.0001025918,0.00002761879,0.000002221817,0.00001985527,0.00002896465,0.00001719266],"category_scores_gemma":[0.0001263229,0.0000667594,0.0001056691,0.0004657225,0.00006834503,0.00002881605,0.00002037651,0.00009726685,0.000006381771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584331,"about_ca_system_score_gemma":0.00002119112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006171144,"about_ca_topic_score_gemma":0.00000174469,"domain_scores_codex":[0.9988178,0.0000907785,0.0003585293,0.0001418026,0.0004415412,0.0001495306],"domain_scores_gemma":[0.9992917,0.0001315982,0.0001535138,0.0002165035,0.0001694935,0.00003720285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004272298,0.0001103597,0.996204,0.00005459329,0.00005608809,0.00000420986,0.001240314,0.0002746815,0.00002169968,0.000001942082,0.0005176339,0.001087262],"study_design_scores_gemma":[0.002150913,0.0005117519,0.993736,0.0000825746,0.0000709607,0.000007699631,0.00007800444,0.00005784153,0.0004578511,0.000001174954,0.002776219,0.00006896557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967083,0.0002990368,0.00003104476,0.0001076446,0.00003299361,0.000305895,0.00001261091,0.00000862642,0.002493809],"genre_scores_gemma":[0.999581,0.00001464519,0.00007722017,0.0001349189,0.00001703277,0.000002212295,0.000004450887,0.00001320403,0.0001553288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872648,"threshold_uncertainty_score":0.2722369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105963090","doi":"10.1093/europace/eut232","title":"Personalized management of atrial fibrillation: Proceedings from the fourth Atrial Fibrillation competence NETwork/European Heart Rhythm Association consensus conference","year":2013,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Kompetenznetz Vorhofflimmern; British Heart Foundation; Wellcome Trust","keywords":"Atrial fibrillation; Medicine; Management of atrial fibrillation; Catheter ablation; Heart Rhythm; Competence (human resources); Internal medicine; Cardiology; Context (archaeology); Intensive care medicine; Psychology","authors":[{"name":"Paulus Kirchhof","is_ca":false},{"name":"G. Breithardt","is_ca":false},{"name":"E Aliot","is_ca":false},{"name":"Sana Al Khatib","is_ca":false},{"name":"Stavros Apostolakis","is_ca":false},{"name":"A Auricchio","is_ca":false},{"name":"Christophe Bailleul","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Gerlinde Benninger","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Lucas V.A. Boersma","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Axel Brandes","is_ca":false},{"name":"Helen Brown","is_ca":false},{"name":"Martina Brueckmann","is_ca":false},{"name":"Hugh Calkins","is_ca":false},{"name":"Barbara Casadei","is_ca":false},{"name":"Andreas Clemens","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false},{"name":"Roland Derwand","is_ca":false},{"name":"Dobromir Dobrev","is_ca":false},{"name":"M. D. Ezekowitz","is_ca":false},{"name":"Thomas Fetsch","is_ca":false},{"name":"A. Gerth","is_ca":false},{"name":"Anne M. Gillis","is_ca":true},{"name":"Michele Massimo Gulizia","is_ca":false},{"name":"Guido Hack","is_ca":false},{"name":"Laurent Haegeli","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"Karl Georg Häusler","is_ca":false},{"name":"H. Heidbuchel","is_ca":false},{"name":"Jessica Hernandez-Brichis","is_ca":false},{"name":"Pierre Jaı̈s","is_ca":false},{"name":"Lukas Kappenberger","is_ca":false},{"name":"Josef Kautzner","is_ca":false},{"name":"Steven Kim","is_ca":false},{"name":"K.-H. Kuck","is_ca":false},{"name":"Deirdre A. Lane","is_ca":false},{"name":"Angelika Leute","is_ca":false},{"name":"Thorsten Lewalter","is_ca":false},{"name":"Ralf Meyer","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"G C Moses","is_ca":false},{"name":"M. Mueller","is_ca":false},{"name":"Felix Münzel","is_ca":false},{"name":"Michael Näbauer","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"M. Oeff","is_ca":false},{"name":"Ali Oto","is_ca":false},{"name":"Burkert Pieske","is_ca":false},{"name":"Ron Pisters","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Lars Rasmussen","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"James A. Reiffel","is_ca":false},{"name":"Isabelle Richard‐Lordereau","is_ca":false},{"name":"H. Schäfer","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"Wim Stegink","is_ca":false},{"name":"Ken Stein","is_ca":false},{"name":"Gerhard Steinbeck","is_ca":false},{"name":"Łukasz Szumowski","is_ca":false},{"name":"Luigi Tavazzi","is_ca":false},{"name":"Sakis Themistoclakis","is_ca":false},{"name":"Karen Thomitzek","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Berndt von Stritzky","is_ca":false},{"name":"A. Vincent","is_ca":false},{"name":"David J. Werring","is_ca":false},{"name":"S. Willems","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"A. John Camm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05137912034734123,"gpt":0.2884455577418239,"spread":0.2370664373944827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008015868,0.0002566258,0.0004845652,0.00005337333,0.0002242424,0.0001435889,0.000122999,0.00007684401,0.0005838405],"category_scores_gemma":[0.0003641805,0.0002026093,0.0004583036,0.0004021696,0.0001004597,0.0001951059,0.0001485644,0.0001531233,0.0003721443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068292,"about_ca_system_score_gemma":0.00004371565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009890372,"about_ca_topic_score_gemma":0.000003595018,"domain_scores_codex":[0.9975687,0.0002664204,0.0006514195,0.0004024528,0.0007626106,0.0003483935],"domain_scores_gemma":[0.997861,0.0006366126,0.0006701339,0.0002704994,0.0004533646,0.0001084193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001421911,0.000003755917,0.9290769,0.0001939921,0.001260128,0.00001822456,0.001083682,0.005410152,0.0005531454,0.01185695,0.03882461,0.01029658],"study_design_scores_gemma":[0.005931844,0.0002358095,0.6708757,0.0003233581,0.0008001993,0.00002177703,0.0006256497,0.01362792,0.00004224137,0.0006876137,0.3064366,0.0003912255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460681,0.001469494,0.0008010622,0.02971567,0.001505665,0.003046429,0.00002466102,0.000274919,0.01709398],"genre_scores_gemma":[0.9750256,0.0004885545,0.005164246,0.0002278432,0.01025336,9.860577e-7,0.00008824548,0.00004948116,0.008701706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.267612,"threshold_uncertainty_score":0.8262169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968748236","doi":"10.1093/europace/eus435","title":"Acute haemodynamic comparison of multisite and biventricular pacing with a quadripolar left ventricular lead","year":2013,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiac resynchronization therapy; Ventricle; Cardiology; Internal medicine; Interquartile range; Hemodynamics; Lead (geology); Ventricular pacing; Heart failure; Cardiac pacing; Haemodynamic response; Heart rate; Blood pressure; Ejection fraction","authors":[{"name":"Bernard Thibault","is_ca":true},{"name":"Marc Dubuc","is_ca":true},{"name":"Paul Khairy","is_ca":true},{"name":"Peter G. Guerra","is_ca":true},{"name":"Laurent Macle","is_ca":true},{"name":"Léna Rivard","is_ca":true},{"name":"Denis Roy","is_ca":true},{"name":"Mario Talajic","is_ca":true},{"name":"Edward Karst","is_ca":false},{"name":"Kyungmoo Ryu","is_ca":false},{"name":"Patrice Paiement","is_ca":false},{"name":"Taraneh G. Farazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042311181202316,"gpt":0.2739793174002306,"spread":0.2635562055882075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000836746,0.0001639639,0.0005685951,0.0001328048,0.00009046906,0.00002270581,0.00001533847,0.00004160586,0.000009770335],"category_scores_gemma":[0.00006215258,0.0001224903,0.00009332528,0.000222771,0.00009808654,0.00007966165,0.00004894608,0.0001253851,0.00005495829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002580818,"about_ca_system_score_gemma":0.00001435587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414484,"about_ca_topic_score_gemma":0.000005957431,"domain_scores_codex":[0.9989682,0.00006008777,0.0002277049,0.0002451245,0.0002904577,0.0002084408],"domain_scores_gemma":[0.9992746,0.00007692591,0.000137589,0.0002321657,0.0001766143,0.0001020939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001255589,0.00009754497,0.9652792,0.0002225456,0.0007278335,0.0002055133,0.001912252,0.0003218287,0.02644519,0.00003510449,0.002187217,0.002440257],"study_design_scores_gemma":[0.005705525,0.00115364,0.9237186,0.0007713409,0.001612521,0.004745014,0.002783068,0.0130785,0.0255959,0.00001857492,0.02011585,0.000701497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877669,0.004875554,0.004095702,0.0002190891,0.00005393063,0.0003694106,0.000007284415,0.00006827623,0.002543882],"genre_scores_gemma":[0.9977641,0.0001146255,0.00143624,0.00004494604,0.00004258947,0.00000347205,0.000009381273,0.0000232866,0.0005613221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04156058,"threshold_uncertainty_score":0.499501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2096045617","doi":"10.1093/europace/eut369","title":"Quality of life in patients with atrial fibrillation: how to assess it and how to improve it","year":2014,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Canadian Cardiovascular Society","keywords":"Medicine; Atrial fibrillation; Quality of life (healthcare); Context (archaeology); Intensive care medicine; Psychological intervention; Management of atrial fibrillation; Population; Physical therapy; Cardiology; Psychiatry; Nursing","authors":[{"name":"E Aliot","is_ca":false},{"name":"G. L. Botto","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false},{"name":"Paulus Kirchhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1254988103912941,"gpt":0.3879066598197796,"spread":0.2624078494284856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007597993,0.0003569029,0.002081027,0.0002870243,0.00003314176,0.00006879229,0.0001116748,0.0001374989,0.00002793508],"category_scores_gemma":[0.002466659,0.0002633856,0.0002797505,0.0005469843,0.00002797632,0.00009457514,0.0001715899,0.0001535457,0.00003319639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006809391,"about_ca_system_score_gemma":0.0001219885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137511,"about_ca_topic_score_gemma":0.00002111788,"domain_scores_codex":[0.9977536,0.0003927186,0.0005569602,0.0005049565,0.000558274,0.0002335413],"domain_scores_gemma":[0.9979762,0.0005050717,0.0005914074,0.0004859917,0.0001846783,0.0002566576],"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":[0.00156336,0.00001367774,0.3244483,0.03478381,0.0006198123,0.000008479623,0.000306778,0.00003645957,0.000002095269,0.0002662439,0.02074764,0.6172034],"study_design_scores_gemma":[0.001885522,0.0004898829,0.03284206,0.001964281,0.0003266984,4.685217e-7,0.00002309984,0.000003597988,2.682623e-7,9.452706e-7,0.9621823,0.0002808053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02709182,0.8796433,0.003289822,0.0597693,0.003098087,0.02181219,0.0002686905,0.0002226836,0.004804129],"genre_scores_gemma":[0.02020729,0.9226248,0.005266941,0.001538222,0.01161359,0.00001570159,0.0005336322,0.0003717453,0.03782807],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9414347,"threshold_uncertainty_score":0.9999818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182263112","doi":"10.1093/europace/euab155","title":"Pulsed field ablation prevents chronic atrial fibrotic changes and restrictive mechanics after catheter ablation for atrial fibrillation","year":2021,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"H2020 European Research Council; Agence Nationale de la Recherche; Canadian Institutes of Health Research; Equipex; Mach-Gaensslen Foundation of Canada; Universität Basel","keywords":"Ablation; Medicine; Atrial fibrillation; Cardiology; Catheter ablation; Thermal ablation; Internal medicine; Pulmonary vein; Fibrosis; Nuclear medicine","authors":[{"name":"Yosuke Nakatani","is_ca":false},{"name":"Soumaya Sridi‐Cheniti","is_ca":false},{"name":"Ghassen Cheniti","is_ca":false},{"name":"F. Daniel Ramirez","is_ca":false},{"name":"Cyril Goujeau","is_ca":false},{"name":"Clémentine André","is_ca":false},{"name":"Takashi Nakashima","is_ca":false},{"name":"Charles A. Eggert","is_ca":false},{"name":"Christopher W. Schneider","is_ca":false},{"name":"Raju Viswanathan","is_ca":false},{"name":"Philipp Krisai","is_ca":false},{"name":"Takamitsu Takagi","is_ca":false},{"name":"Tsukasa Kamakura","is_ca":false},{"name":"Konstantinos Vlachos","is_ca":false},{"name":"Nicolas Derval","is_ca":false},{"name":"Josselin Duchâteau","is_ca":false},{"name":"Thomas Pambrun","is_ca":false},{"name":"Rémi Chauvel","is_ca":false},{"name":"Vivek Y. Reddy","is_ca":false},{"name":"Michel Montaudon","is_ca":false},{"name":"François Laurent","is_ca":false},{"name":"Frédéric Sacher","is_ca":false},{"name":"Mélèze Hocini","is_ca":false},{"name":"Michel Haïssaguerre","is_ca":false},{"name":"Pierre Jaïs","is_ca":false},{"name":"Hubert Cochet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03335927599903715,"gpt":0.3069085230153802,"spread":0.2735492470163431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000225131,0.0001701986,0.0002667313,0.0001177643,0.0001068735,0.00005719182,0.00003010411,0.0001240235,0.0001425259],"category_scores_gemma":[0.0006582925,0.0001654356,0.0002319484,0.0002338246,0.00001076631,0.0001678171,0.0000586151,0.00008293271,0.00001719533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029347,"about_ca_system_score_gemma":0.00007585885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001075343,"about_ca_topic_score_gemma":0.00003220439,"domain_scores_codex":[0.9987985,0.0001142435,0.0002709856,0.000355028,0.0002475141,0.0002136979],"domain_scores_gemma":[0.9991066,0.00030388,0.0001627226,0.0002143244,0.0001379833,0.00007442962],"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":[0.03455136,0.00008630733,0.3593757,0.005182429,0.003841963,0.0002237341,0.006554599,0.0214457,0.06086732,0.008205066,0.008890199,0.4907756],"study_design_scores_gemma":[0.04744542,0.01008958,0.2886702,0.001127256,0.005689152,0.0001246536,0.0004287281,0.2727964,0.03374936,0.00747418,0.3299982,0.002406948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9047863,0.004418528,0.0652191,0.01703622,0.002789591,0.00482715,0.00004910919,0.0002434083,0.0006306031],"genre_scores_gemma":[0.9870496,0.000486061,0.001267162,0.000131425,0.006361657,0.00000520874,0.0001751783,0.0000398836,0.004483812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4883687,"threshold_uncertainty_score":0.6746269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2585100088","doi":"10.1093/europace/euw389","title":"The clinical and genetic spectrum of catecholaminergic polymorphic ventricular tachycardia: findings from an international multicentre registry","year":2016,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Alberta; University of Toronto; SickKids Foundation; Stollery Children's Hospital; Hospital for Sick Children; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Child and Family Research Institute","keywords":"Catecholaminergic polymorphic ventricular tachycardia; Medicine; Ventricular tachycardia; Internal medicine; Broad spectrum; Cardiology; Chemistry; Ryanodine receptor 2","authors":[{"name":"Thomas M. Roston","is_ca":true},{"name":"Zhiguang Yuchi","is_ca":true},{"name":"Prince J. Kannankeril","is_ca":false},{"name":"Julie Hathaway","is_ca":false},{"name":"Jeffrey M. Vinocur","is_ca":false},{"name":"Susan P. Etheridge","is_ca":false},{"name":"James E. Potts","is_ca":true},{"name":"Kathleen R. Maginot","is_ca":false},{"name":"Jack C. Salerno","is_ca":false},{"name":"Mitchell I. Cohen","is_ca":false},{"name":"Robert M. Hamilton","is_ca":true},{"name":"Andreas Pflaumer","is_ca":false},{"name":"Saira Mohammed","is_ca":true},{"name":"Lynn Kimlicka","is_ca":true},{"name":"Ronald J. Kanter","is_ca":false},{"name":"Martin J. LaPage","is_ca":false},{"name":"Kathryn K. Collins","is_ca":false},{"name":"Roman Gebauer","is_ca":false},{"name":"Joel Temple","is_ca":false},{"name":"Anjan S. Batra","is_ca":false},{"name":"Christopher Erickson","is_ca":false},{"name":"Maria Miszczak‐Knecht","is_ca":false},{"name":"Peter Kubuš","is_ca":false},{"name":"Yaniv Bar‐Cohen","is_ca":false},{"name":"Michal J. Kantoch","is_ca":true},{"name":"Vincent C. Thomas","is_ca":false},{"name":"Gabriele Hessling","is_ca":false},{"name":"Christopher M. Anderson","is_ca":false},{"name":"Ming‐Lon Young","is_ca":false},{"name":"Sally H.J. Choi","is_ca":true},{"name":"Michel Cabrera Ortega","is_ca":false},{"name":"Yung R. Lau","is_ca":false},{"name":"Christopher L. Johnsrude","is_ca":false},{"name":"Anne Fournier","is_ca":true},{"name":"Filip Van Petegem","is_ca":true},{"name":"Shubhayan Sanatani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01015472972776292,"gpt":0.2810888827380277,"spread":0.2709341530102647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001424078,0.0001061264,0.0002214195,0.00003001002,0.00006592272,0.00001076345,0.0001115218,0.00008025552,0.00003263171],"category_scores_gemma":[0.0003516558,0.0000606006,0.0001210835,0.00006606763,0.0002674469,0.00004766089,0.0000645649,0.0001879566,0.00002885526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001711102,"about_ca_system_score_gemma":0.0000395381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002367723,"about_ca_topic_score_gemma":0.000002819382,"domain_scores_codex":[0.9990069,0.0001472765,0.000239454,0.000275482,0.0001505593,0.0001803506],"domain_scores_gemma":[0.9991347,0.0002577172,0.00009489326,0.0003712305,0.00004132943,0.0001000992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001953921,0.0003148902,0.7637536,0.00002735526,0.0009265803,0.01040552,0.0001921386,0.00001281269,0.1938935,0.0007573457,0.002796075,0.02496622],"study_design_scores_gemma":[0.001870243,0.0002555273,0.97797,0.00005566364,0.0001382169,0.0007807502,0.00002488987,0.00006985356,0.01165585,0.0002003551,0.006870562,0.0001080756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99277,0.001274515,0.00008678806,0.00512073,0.0004034997,0.0001187482,0.00001895725,0.00002343628,0.000183397],"genre_scores_gemma":[0.9967633,0.001433877,0.0001163211,0.0001458653,0.000612468,0.000002734535,0.000009374104,0.00001555915,0.00090053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2142164,"threshold_uncertainty_score":0.2471221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365998148","doi":"10.1093/europace/euad044","title":"EHRA clinical consensus statement on conduction system pacing implantation: executive summary. Endorsed by the Asia-Pacific Heart Rhythm Society (APHRS), Canadian Heart Rhythm Society (CHRS) and Latin-American Heart Rhythm Society (LAHRS)","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Heart Rhythm; Rhythm; Medicine; Cardiology; Internal medicine","authors":[{"name":"Haran Burri","is_ca":false},{"name":"Marek Jastrzębski","is_ca":false},{"name":"Óscar Cano","is_ca":false},{"name":"Karol Čurila","is_ca":false},{"name":"Jan De Pooter","is_ca":false},{"name":"Weijian Huang","is_ca":false},{"name":"Carsten W. Israel","is_ca":false},{"name":"Jacqueline Joza","is_ca":true},{"name":"Jorge Romero","is_ca":false},{"name":"Kevin Vernooy","is_ca":false},{"name":"Pugazhendhi Vijayaraman","is_ca":false},{"name":"Zachary I. Whinnett","is_ca":false},{"name":"Francesco Zanon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04107044523714485,"gpt":0.3236982211471515,"spread":0.2826277759100067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00212135,0.0005773401,0.001329131,0.00009124146,0.001399029,0.0001577973,0.00003792201,0.0002009448,0.00001079511],"category_scores_gemma":[0.0002057667,0.000481666,0.001008924,0.001009725,0.0008751999,0.0001016964,0.0001070994,0.0008203021,0.0001615568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793775,"about_ca_system_score_gemma":0.0005577247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00652931,"about_ca_topic_score_gemma":0.0005030644,"domain_scores_codex":[0.9953634,0.0006767524,0.001013554,0.001066628,0.000865514,0.001014209],"domain_scores_gemma":[0.9965128,0.00145121,0.0003834284,0.0006614088,0.0003713978,0.0006197433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001534945,0.00003500959,0.01532808,0.0002224733,0.0007630497,0.00005385274,0.006077914,0.0001164557,0.001001398,0.0001065919,0.9758105,0.0003311592],"study_design_scores_gemma":[0.004055424,0.0008720649,0.05751625,0.0005810038,0.0004984651,0.007527933,0.1323174,0.00175022,0.001085014,0.00001152948,0.7927824,0.001002366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609377,0.001246606,0.00008040298,0.02422358,0.001678206,0.001759283,0.0007544706,0.0007450017,0.008574775],"genre_scores_gemma":[0.9882978,0.001097925,0.0006154868,0.002958958,0.0009902571,0.00006774007,0.0002390656,0.0001135985,0.005619175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830282,"threshold_uncertainty_score":0.999901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386150885","doi":"10.1093/europace/euad244","title":"Progress in atrial fibrillation ablation during 25 years of <i>Europace</i> journal","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Université de Montréal; Montreal Heart Institute; BC Innovation Council; University of British Columbia","funders":"","keywords":"Medicine; Ablation; Atrial fibrillation; Catheter ablation; Cardiology","authors":[{"name":"Lucas V.A. Boersma","is_ca":false},{"name":"Jason G. Andrade","is_ca":true},{"name":"Timothy R. Betts","is_ca":false},{"name":"Mattias Duytschaever","is_ca":false},{"name":"Helmut Pürerfellner","is_ca":false},{"name":"Francesco Santoro","is_ca":false},{"name":"Stylianos Tzeis","is_ca":false},{"name":"Atul Verma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0375077413259596,"gpt":0.3230056470757133,"spread":0.2854979057497537,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004295276,0.00008999109,0.0002190866,0.0003542046,0.00004624959,0.00002611573,0.00004832874,0.00004122222,0.00003649656],"category_scores_gemma":[0.0002891409,0.000090947,0.000143374,0.0008207078,0.00003301194,0.0001462486,0.00005012131,0.0001151715,0.0001126112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003978686,"about_ca_system_score_gemma":0.00003306141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003350635,"about_ca_topic_score_gemma":0.000001761085,"domain_scores_codex":[0.9988608,0.00009692833,0.0003611919,0.0001467624,0.0003491241,0.0001852434],"domain_scores_gemma":[0.99945,0.00008505383,0.0002011531,0.0001392644,0.00006514153,0.00005936356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004217916,0.000002257912,0.9814367,0.0001001196,0.00003648393,0.0001310241,0.0003960825,0.00234223,0.001981997,0.000115057,0.0007185577,0.01231776],"study_design_scores_gemma":[0.002257147,0.00008967638,0.97952,0.00008475602,0.000042219,0.00002677604,0.00007684247,0.001752375,0.0003037488,0.00003565532,0.01572462,0.00008622048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963794,0.0003421096,0.00003789787,0.001651505,0.000445111,0.0002980374,0.000001405042,0.0001205659,0.0007239282],"genre_scores_gemma":[0.995486,0.0003086048,0.0002240875,0.00001211033,0.001604141,1.969273e-7,0.00001402349,0.00002604915,0.00232481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01500606,"threshold_uncertainty_score":0.3708711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409011864","doi":"10.1093/europace/euaf050","title":"European Society of Cardiology (ESC) clinical consensus statement on indications for conduction system pacing, with special contribution of the European Heart Rhythm Association of the ESC and endorsed by the Asia Pacific Heart Rhythm Society, the Canadian Heart Rhythm Society, the Heart Rhythm Society, and the Latin American Heart Rhythm Society","year":2025,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; McGill University Health Centre","funders":"","keywords":"Heart Rhythm; Rhythm; Medicine; Cardiology; Internal medicine; Statement (logic); Political science","authors":[{"name":"Michael Glikson","is_ca":false},{"name":"Haran Burri","is_ca":false},{"name":"Amr Abdin","is_ca":false},{"name":"Óscar Cano","is_ca":false},{"name":"Karol Čurila","is_ca":false},{"name":"Jan De Pooter","is_ca":false},{"name":"Juan Carlos Díaz","is_ca":false},{"name":"Inga Drossart","is_ca":false},{"name":"Weijian Huang","is_ca":false},{"name":"Carsten W. Israel","is_ca":false},{"name":"Marek Jastrzębski","is_ca":false},{"name":"Jacqueline Joza","is_ca":true},{"name":"Jarkko Karvonen","is_ca":false},{"name":"Daniel Keene","is_ca":false},{"name":"Christophe Leclercq","is_ca":false},{"name":"Wilfried Müllens","is_ca":false},{"name":"Margarida Pujol‐López","is_ca":false},{"name":"Archana Rao","is_ca":false},{"name":"Kevin Vernooy","is_ca":false},{"name":"Pugazhendhi Vijayaraman","is_ca":false},{"name":"Francesco Zanon","is_ca":false},{"name":"Yoav Michowitz","is_ca":false},{"name":"Lucas V.A. Boersma","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Mads Brix Kronborg","is_ca":false},{"name":"Mina K. Chung","is_ca":false},{"name":"Hung‐Fat Tse","is_ca":false},{"name":"Habib Khan","is_ca":true},{"name":"Francisco Leyva","is_ca":false},{"name":"Ulises Rojel-Martínez","is_ca":false},{"name":"Marcin Ruciński","is_ca":false},{"name":"Niraj Varma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02238540110288213,"gpt":0.2914002747263095,"spread":0.2690148736234274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009687249,0.0006107037,0.001649463,0.00003985616,0.002925451,0.0001482166,0.0001573576,0.0002260014,0.000003678904],"category_scores_gemma":[0.0007351378,0.0003097196,0.002226177,0.001027048,0.004309869,0.00007757229,0.0003481102,0.001253795,0.000006832176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000619368,"about_ca_system_score_gemma":0.0008465064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002402164,"about_ca_topic_score_gemma":0.0007796716,"domain_scores_codex":[0.9911652,0.004499556,0.001527165,0.0008645998,0.001097645,0.0008458892],"domain_scores_gemma":[0.9926022,0.003490674,0.001414402,0.001283349,0.001018696,0.000190637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003540172,0.00009260816,0.04693572,0.0003025928,0.003080834,0.000001516088,0.01122807,0.0003903415,0.001099714,0.001649802,0.9345445,0.0003202518],"study_design_scores_gemma":[0.008947049,0.0008313246,0.3515114,0.0007432441,0.002050756,0.002167955,0.05217341,0.001172631,0.001247037,0.0001091531,0.5783621,0.000683937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7635895,0.00229294,0.0005624694,0.2183889,0.001716635,0.006693184,0.001069486,0.0001709649,0.005515885],"genre_scores_gemma":[0.9916863,0.0007746644,0.0003132614,0.004263564,0.001438035,0.00008673676,0.00005429833,0.00009085884,0.001292217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3561824,"threshold_uncertainty_score":0.9999355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782438303","doi":"10.1093/europace/eux318","title":"Integrating new approaches to atrial fibrillation management: the 6th AFNET/EHRA Consensus Conference","year":2018,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Southlake Regional Health Center; University of Toronto","funders":"British Heart Foundation; National Institute for Health and Care Research; Kompetenznetz Vorhofflimmern","keywords":"Atrial fibrillation; Medicine; Cardiology","authors":[{"name":"Dipak Kotecha","is_ca":false},{"name":"Günter Breithardt","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"Anders Ahlsson","is_ca":false},{"name":"Davíð O. Arnar","is_ca":false},{"name":"Dan Atar","is_ca":false},{"name":"Angelo Auricchio","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Stefano Benussi","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Martin Borggrefe","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Axel Brandes","is_ca":false},{"name":"Hugh Calkins","is_ca":false},{"name":"Barbara Casadei","is_ca":false},{"name":"Manuel Castellà","is_ca":false},{"name":"Winnie Chua","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false},{"name":"Dobromir Dobrev","is_ca":false},{"name":"Larissa Fabritz","is_ca":false},{"name":"Martin Feuring","is_ca":false},{"name":"Ben Freedman","is_ca":false},{"name":"Andrea Gerth","is_ca":false},{"name":"Andreas Goette","is_ca":false},{"name":"Eduard Guasch","is_ca":false},{"name":"Doreen Haase","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"Karl Georg Hæusler","is_ca":false},{"name":"Hein Heidbüchel","is_ca":false},{"name":"Jeroen Hendriks","is_ca":false},{"name":"Craig Hunter","is_ca":false},{"name":"Stefan Kääb","is_ca":false},{"name":"Stefanie Kespohl","is_ca":false},{"name":"Ulf Landmesser","is_ca":false},{"name":"Deirdre A. Lane","is_ca":false},{"name":"Thorsten Lewalter","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"Michael Näbauer","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"M. Oeff","is_ca":false},{"name":"Jonas Oldgren","is_ca":false},{"name":"Ali̇ Oto","is_ca":false},{"name":"Laurent Pison","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"Isabelle Richard‐Lordereau","is_ca":false},{"name":"Michiel Rienstra","is_ca":false},{"name":"Irina Savelieva","is_ca":false},{"name":"Renate B. Schnabel","is_ca":false},{"name":"Moritz F. Sinner","is_ca":false},{"name":"Philipp Sommer","is_ca":false},{"name":"Sakis Themistoclakis","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Panagiotis Vardas","is_ca":false},{"name":"Atul Verma","is_ca":true},{"name":"Reza Wakili","is_ca":false},{"name":"E. Weber","is_ca":false},{"name":"David J. Werring","is_ca":false},{"name":"Stephan Willems","is_ca":false},{"name":"André Ziegler","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Paulus Kirchhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.236266271163569,"gpt":0.33260350413732,"spread":0.09633723297375094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003527331,0.0001779971,0.0002237204,0.000105376,0.0001932492,0.0001026337,0.0001232139,0.00004076597,0.0002612907],"category_scores_gemma":[0.000293378,0.0001218619,0.000136671,0.0003979752,0.00008993251,0.00005201612,0.0001438792,0.00009964268,0.0006981898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003444356,"about_ca_system_score_gemma":0.00004440555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004119239,"about_ca_topic_score_gemma":0.00002336884,"domain_scores_codex":[0.9987587,0.00009237032,0.0002841586,0.0003106995,0.0003078282,0.0002462756],"domain_scores_gemma":[0.9991552,0.0001567836,0.000120985,0.0003746001,0.00005784117,0.0001345731],"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":[0.003901033,0.00001256671,0.1151705,0.0003432208,0.001099957,0.0001002916,0.01175005,0.001868575,0.001297751,0.2850306,0.149915,0.4295106],"study_design_scores_gemma":[0.002662666,0.0005073248,0.03930837,0.0001450467,0.0004010829,0.00002680194,0.001741222,0.008293328,0.0005048228,0.001136928,0.9448969,0.0003754708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4038403,0.0005881074,0.06356359,0.164621,0.00278133,0.004685277,0.000008826256,0.0006954402,0.3592161],"genre_scores_gemma":[0.9338064,0.0000260341,0.008664275,0.0005335493,0.006119012,7.515744e-7,0.00001429169,0.00003169007,0.05080404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794982,"threshold_uncertainty_score":0.897405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164275298","doi":"10.1093/europace/eup124","title":"Early and comprehensive management of atrial fibrillation: Proceedings from the 2nd AFNET/EHRA consensus conference on atrial fibrillation entitled 'research perspectives in atrial fibrillation'","year":2009,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Stroke (engine); Cardiology; Population; Epidemiology; Internal medicine; Randomized controlled trial; Management of atrial fibrillation; Confounding; Mortality rate","authors":[{"name":"Paulus Kirchhof","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"C Blomstrom-Lundquist","is_ca":false},{"name":"Hugh Calkins","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Riccardo Cappato","is_ca":false},{"name":"Francisco G. Cosío","is_ca":false},{"name":"Harry J. Crijns","is_ca":false},{"name":"H.‐C. Diener","is_ca":false},{"name":"A. Goette","is_ca":false},{"name":"Carsten W. Israel","is_ca":false},{"name":"K.-H. Kuck","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Stanley Nattel","is_ca":true},{"name":"Richard L. Page","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"Gerhard Steinbeck","is_ca":false},{"name":"Panagiotis Vardas","is_ca":false},{"name":"Albert L. Waldo","is_ca":false},{"name":"Karl Wegscheider","is_ca":false},{"name":"S. Willems","is_ca":false},{"name":"G Breithardt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1207670090386226,"gpt":0.3724652106523206,"spread":0.251698201613698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000640292,0.0003068439,0.0005900762,0.000314928,0.0002356916,0.0001627121,0.0001320506,0.0001354857,0.0002279555],"category_scores_gemma":[0.0004397904,0.0002522513,0.0003777742,0.000753316,0.0002461355,0.0001586146,0.0001339059,0.0002675141,0.00005970979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225504,"about_ca_system_score_gemma":0.00007273082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699886,"about_ca_topic_score_gemma":0.00001114591,"domain_scores_codex":[0.9970714,0.0002495639,0.0006684909,0.0006386594,0.0009912431,0.0003805684],"domain_scores_gemma":[0.9976988,0.0009873932,0.0003397833,0.0003239711,0.0005329876,0.0001170503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04151295,0.00002165633,0.7251538,0.000508751,0.002217853,0.0001661117,0.02160265,0.01264285,0.004606501,0.1181222,0.005515821,0.06792881],"study_design_scores_gemma":[0.01073755,0.001175714,0.9460606,0.0004098251,0.0003554575,0.00001049827,0.003644778,0.00441899,0.0001272752,0.002346534,0.03032554,0.0003872495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811541,0.002820274,0.00002443053,0.008987329,0.0003652204,0.002107979,0.0000243247,0.0000737748,0.004442522],"genre_scores_gemma":[0.9901887,0.00156298,0.0006296801,0.00002725061,0.006292277,3.286079e-7,0.0000393516,0.00002975344,0.001229723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2209068,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165323310","doi":"10.1093/europace/euab042","title":"Epidemiology of cardiac implantable electronic device infections: incidence and risk factors","year":2021,"lang":"en","type":"review","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of British Columbia","funders":"Medtronic","keywords":"Medicine; Incidence (geometry); Epidemiology; Intensive care medicine; Psychological intervention; Risk factor; Complication; Emergency medicine; Surgery; Internal medicine","authors":[{"name":"Hui‐Chen Han","is_ca":true},{"name":"Nathaniel M. Hawkins","is_ca":true},{"name":"Charles M. Pearman","is_ca":true},{"name":"David Birnie","is_ca":true},{"name":"Andrew D. Krahn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06354005134127225,"gpt":0.3845247282765087,"spread":0.3209846769352365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007825233,0.0003210324,0.003706273,0.0001734272,0.0001122527,0.000003928043,0.00002084577,0.0001803527,0.000006876668],"category_scores_gemma":[0.003202628,0.0002497006,0.0006164474,0.0004677958,0.0001012714,0.00003442481,0.0001229833,0.0005089427,0.00002577821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029436,"about_ca_system_score_gemma":0.0003507308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004300556,"about_ca_topic_score_gemma":0.00001269739,"domain_scores_codex":[0.9975212,0.0009770057,0.0005872877,0.0004367793,0.0001324053,0.0003452999],"domain_scores_gemma":[0.995885,0.002943877,0.0005250876,0.0003929897,0.0001496723,0.0001034209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002115632,0.00006999047,0.6545286,0.02686893,0.006499441,0.00001742472,0.0004525676,0.0000156434,0.000003094219,0.0006221081,0.01338068,0.2975204],"study_design_scores_gemma":[0.00006974249,0.0001097702,0.005049761,0.003349333,0.003040218,0.0006945054,0.00005705492,6.038783e-7,0.000002483162,0.000007531496,0.9874372,0.0001817909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003019251,0.9907221,0.0000472907,0.000005533069,0.0002880925,0.0003402628,0.0001038461,0.00005395256,0.005419645],"genre_scores_gemma":[0.0008784394,0.9980522,0.0000567601,0.00001433094,0.0001683674,0.00001463734,0.00007373282,0.0000381136,0.0007034065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9740565,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394595781","doi":"10.1093/europace/euae070","title":"Longer and better lives for patients with atrial fibrillation: the 9th AFNET/EHRA consensus conference","year":2024,"lang":"en","type":"article","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute; Vancouver General Hospital; Montreal Heart Institute","funders":"Novo Nordisk Fonden; National Institute for Health and Care Research; Kompetenznetz Vorhofflimmern","keywords":"Atrial fibrillation; Medicine; Cardiology; Internal medicine","authors":[{"name":"Dominik Linz","is_ca":false},{"name":"Jason G. Andrade","is_ca":true},{"name":"Elena Arbelo","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Günter Breithardt","is_ca":false},{"name":"A. John Camm","is_ca":false},{"name":"Valeria Caso","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"Mirko De Melis","is_ca":false},{"name":"Tom De Potter","is_ca":false},{"name":"Wolfgang Dichtl","is_ca":false},{"name":"Søren Zoega Diederichsen","is_ca":false},{"name":"Dobromir Dobrev","is_ca":false},{"name":"Nicolas Doll","is_ca":false},{"name":"David Duncker","is_ca":false},{"name":"Elke Dworatzek","is_ca":false},{"name":"Lars Eckardt","is_ca":false},{"name":"Christoph Eisert","is_ca":false},{"name":"Larissa Fabritz","is_ca":false},{"name":"Michał M. Farkowski","is_ca":false},{"name":"David Filgueiras‐Rama","is_ca":false},{"name":"Andreas Goette","is_ca":false},{"name":"Eduard Guasch","is_ca":false},{"name":"Guido Hack","is_ca":false},{"name":"Stéphane Hatem","is_ca":false},{"name":"Karl Georg Hæusler","is_ca":false},{"name":"Jeff S. Healey","is_ca":true},{"name":"Hein Heidbuechel","is_ca":false},{"name":"Ziad Hijazi","is_ca":false},{"name":"Lucas Hofmeister","is_ca":false},{"name":"Leif Hove‐Madsen","is_ca":false},{"name":"Thomas Huebner","is_ca":false},{"name":"Stefan Kääb","is_ca":false},{"name":"Dipak Kotecha","is_ca":false},{"name":"Katarzyna Małaczyńska-Rajpold","is_ca":false},{"name":"José Luís Merino","is_ca":false},{"name":"Andreas Metzner","is_ca":false},{"name":"Lluı́s Mont","is_ca":false},{"name":"G. André Ng","is_ca":false},{"name":"M. Oeff","is_ca":false},{"name":"Abdul Shokor Parwani","is_ca":false},{"name":"Helmut Puererfellner","is_ca":false},{"name":"Ursula Ravens","is_ca":false},{"name":"Michiel Rienstra","is_ca":false},{"name":"Prashanthan Sanders","is_ca":false},{"name":"Douglas S. Scherr","is_ca":false},{"name":"Renate B. Schnabel","is_ca":false},{"name":"Ulrich Schotten","is_ca":false},{"name":"Christian Sohns","is_ca":false},{"name":"Gerhard Steinbeck","is_ca":false},{"name":"Daniel Steven","is_ca":false},{"name":"Tobias Toennis","is_ca":false},{"name":"Stylianos Tzeis","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Roderick H. van Leerdam","is_ca":false},{"name":"Kevin Vernooy","is_ca":false},{"name":"Manish Wadhwa","is_ca":false},{"name":"Reza Wakili","is_ca":false},{"name":"Stephan Willems","is_ca":false},{"name":"Henning Witt","is_ca":false},{"name":"Stef Zeemering","is_ca":false},{"name":"Paulus Kirchhof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03890600585387707,"gpt":0.2975025389905241,"spread":0.258596533136647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001125812,0.0001163321,0.0001522798,0.00004500476,0.0001032853,0.0001021892,0.00003055664,0.000023818,0.00009533011],"category_scores_gemma":[0.0001100228,0.0000665952,0.00007492848,0.0001078812,0.00008794529,0.00005076419,0.00003299716,0.00006188158,0.00004160304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001001613,"about_ca_system_score_gemma":0.00003193063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003027801,"about_ca_topic_score_gemma":0.000001709462,"domain_scores_codex":[0.9993135,0.00003431355,0.0001395056,0.0002087455,0.0001731708,0.0001308004],"domain_scores_gemma":[0.9992664,0.0004160817,0.00004316361,0.0001418366,0.00008511513,0.00004738042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002610434,0.000006488899,0.8887864,0.0006271655,0.0006928209,0.00006872655,0.003385299,0.00007811749,0.0000882368,0.006201754,0.05041767,0.04703684],"study_design_scores_gemma":[0.002960714,0.0006285005,0.1794178,0.0001470691,0.0004521516,0.00001866447,0.0002146951,0.002636474,0.00003013133,0.0002078843,0.8130684,0.0002174026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610922,0.001490451,0.001061996,0.03106147,0.001142223,0.00147455,0.00002423012,0.0001463279,0.002506545],"genre_scores_gemma":[0.9828438,0.0000542219,0.001145115,0.0002656066,0.001796308,9.796997e-7,0.00003097478,0.00002656543,0.01383639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7626508,"threshold_uncertainty_score":0.2715674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2946707193","doi":"10.1093/europace/euz065","title":"2019 HRS/EHRA/APHRS/LAHRS focused update to 2015 expert consensus statement on optimal implantable cardioverter-defibrillator programming and testing","year":2019,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Defibrillation; Expert opinion; Randomized controlled trial; Adverse effect; Scientific evidence; Harm; Medical emergency; Intensive care medicine; Internal medicine; Psychology","authors":[{"name":"Martin K. Stiles","is_ca":false},{"name":"Laurent Fauchier","is_ca":false},{"name":"Carlos A. Morillo","is_ca":true},{"name":"Bruce L. Wilkoff","is_ca":false},{"name":"Serge Bovéda","is_ca":false},{"name":"Michael R Gold","is_ca":false},{"name":"Roberto Keegan","is_ca":false},{"name":"Valentina Kutyifa","is_ca":false},{"name":"Chu‐Pak Lau","is_ca":false},{"name":"Mark A. McGuire","is_ca":false},{"name":"Siva K. Mulpuru","is_ca":false},{"name":"David J. Slotwiner","is_ca":false},{"name":"William Uribe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0252516501142833,"gpt":0.3028331587032677,"spread":0.2775815085889843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003626776,0.0003167752,0.0008412586,0.000126344,0.0001500065,0.00009117467,0.00002586476,0.00005725824,0.00001080509],"category_scores_gemma":[0.0001696524,0.0002772335,0.000122979,0.0002826624,0.00004972972,0.00005674804,0.0001138887,0.0001392344,0.0009155842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019488,"about_ca_system_score_gemma":0.00006952616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002122275,"about_ca_topic_score_gemma":0.000002763938,"domain_scores_codex":[0.9979383,0.00009120264,0.000368066,0.0005945417,0.0004703693,0.0005375385],"domain_scores_gemma":[0.9986725,0.0002598496,0.0001070748,0.0004595529,0.0001944614,0.000306593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001656157,0.00008157583,0.05375921,0.0002561982,0.0008685107,0.00006847649,0.003011432,0.002610559,0.01366052,0.00005398698,0.8806393,0.04333415],"study_design_scores_gemma":[0.00233045,0.0009317482,0.008429952,0.0002947567,0.0001037943,0.001033898,0.0007332292,0.0001434774,0.00165176,0.000001734785,0.9838969,0.0004482588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.895053,0.002069451,0.00008917594,0.0005112463,0.0004227732,0.0009167224,0.00005836707,0.0002367047,0.1006425],"genre_scores_gemma":[0.9846422,0.0001678893,0.007807994,0.0007650701,0.0002941125,0.00001671669,0.00001724887,0.0000804155,0.006208315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1032577,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405728415","doi":"10.1093/europace/euae298","title":"Spotlight on the 2024 ESC/EACTS management of atrial fibrillation guidelines: 10 novel key aspects","year":2024,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Biosense Webster; Horizon 2020; European Research Council; Norgine; Abbott Vascular; Merck Sharp and Dohme; Boston Scientific Corporation; Bristol-Myers Squibb Canada; Daiichi Sankyo Europe; St. Jude Medical; Pioneer Fund; National Institutes of Health; Menarini Group; AstraZeneca Pharma Poland; Roche Diagnostics; Innovative Medicines Initiative; Oxford University Press; British Heart Foundation; Bundesministerium für Bildung und Forschung; ZonMw; European Society of Cardiology; University of Oxford; BioVentrix; Biotronik; European Commission; AtriCure; AstraZeneca; Health Data Research UK; Edwards Lifesciences; Dutch Cardiovascular Alliance; Amarin Corporation; EVER Neuro Pharma; Medtronic; Hjerteforeningen; Teva Pharmaceutical Industries; Bristol-Myers Squibb; Bundesministerium für Forschung und Technologie; Bayer; Abbott Laboratories; National Institute for Health and Care Research; Medical Research Council; Johnson and Johnson; Medical Research Council Canada; HORIZON EUROPE Framework Programme; Pfizer; Centro Singular de Investigación de Galicia; Hartstichting; Bayer HealthCare; Royal College of Physicians; Deutsches Zentrum für Herz-Kreislaufforschung; Bayer Portugal; University of Birmingham; Sanofi","keywords":"Medicine; Atrial fibrillation; Cardioversion; Comorbidity; Stroke (engine); Heart Rhythm; Intensive care medicine; Internal medicine; Cardiology; Management of atrial fibrillation","authors":[{"name":"Michiel Rienstra","is_ca":false},{"name":"Stylianos Tzeis","is_ca":false},{"name":"Karina V Bunting","is_ca":false},{"name":"Valeria Caso","is_ca":false},{"name":"Harry J.G.M. Crijns","is_ca":false},{"name":"Tom De Potter","is_ca":false},{"name":"Prashanthan Sanders","is_ca":false},{"name":"Emma Svennberg","is_ca":false},{"name":"Rubén Casado-Arroyo","is_ca":false},{"name":"Jeremy Dwight","is_ca":false},{"name":"Luigina Guasti","is_ca":false},{"name":"Thorsten Hanke","is_ca":false},{"name":"Tiny Jaarsma","is_ca":false},{"name":"Maddalena Lettino","is_ca":false},{"name":"Maja‐Lisa Løchen","is_ca":false},{"name":"R Thomas Lumbers","is_ca":false},{"name":"Bart Maesen","is_ca":false},{"name":"Inge Mølgaard","is_ca":false},{"name":"Giuseppe Rosano","is_ca":false},{"name":"Renate B. Schnabel","is_ca":false},{"name":"Piotr Suwalski","is_ca":false},{"name":"Juan Tamargo","is_ca":false},{"name":"Otilia Țica","is_ca":false},{"name":"Vassil Traykov","is_ca":false},{"name":"Dipak Kotecha","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2196660024441219,"gpt":0.4218751352721743,"spread":0.2022091328280524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008129457,0.0005813282,0.001475014,0.0003936477,0.00007678119,0.00008076704,0.0002530996,0.0001834074,0.0008115137],"category_scores_gemma":[0.0004680703,0.0003362237,0.00146496,0.001015604,0.00005147905,0.00005665096,0.0002790916,0.0003354463,0.003228207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001428843,"about_ca_system_score_gemma":0.0001295184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005414208,"about_ca_topic_score_gemma":9.110673e-7,"domain_scores_codex":[0.9968663,0.0001377843,0.001231341,0.0006185058,0.0008478909,0.0002981286],"domain_scores_gemma":[0.9978756,0.0003934518,0.0006090744,0.0008610357,0.0001618951,0.00009895799],"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":[0.0002662729,0.00001302942,0.00001015415,0.04786776,0.003509878,0.0002699239,0.00008202354,0.0001266796,0.000002808397,0.05712615,0.2746094,0.6161159],"study_design_scores_gemma":[0.0005085403,0.0001301924,0.00001704224,0.01551454,0.006156504,0.00001947471,0.00003074918,0.00008449576,0.000001931452,0.00006570925,0.9771914,0.0002794572],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007148805,0.9226183,0.00008301755,0.004926316,0.002604471,0.002340341,0.00003602064,0.000148229,0.06723611],"genre_scores_gemma":[0.0000115251,0.8418486,0.0004387574,0.0001046087,0.005641998,0.00000292499,0.0001142484,0.0001240857,0.1517133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.702582,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239538528","doi":"10.1093/europace/euaa065","title":"European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) expert consensus on risk assessment in cardiac arrhythmias: use the right tool for the right outcome, in the right population","year":2020,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; McGill University Health Centre; University of Calgary; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; Novo Nordisk Fonden","keywords":"Heart Rhythm; Rhythm; Internal medicine; Cardiology; Medicine","authors":[{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"Yenn‐Jiang Lin","is_ca":false},{"name":"Márcio Jansen de Oliveira Figueiredo","is_ca":false},{"name":"Alireza Sepehri Shamloo","is_ca":false},{"name":"Alberto Alfie","is_ca":false},{"name":"Serge Bovéda","is_ca":false},{"name":"Nikolaos Dagres","is_ca":false},{"name":"Darío Di Toro","is_ca":false},{"name":"Lee L. Eckhardt","is_ca":false},{"name":"Kenneth A. Ellenbogen","is_ca":false},{"name":"Carina Hardy","is_ca":false},{"name":"Takanori Ikeda","is_ca":false},{"name":"Aparna Jaswal","is_ca":false},{"name":"Elizabeth S. Kaufman","is_ca":false},{"name":"Andrew D. Krahn","is_ca":true},{"name":"Kengo Kusano","is_ca":false},{"name":"Valentina Kutyifa","is_ca":false},{"name":"H. Lim","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Santiago Nava-Townsend","is_ca":false},{"name":"Hui‐Nam Pak","is_ca":false},{"name":"Gerardo Rodríguez-Diez","is_ca":false},{"name":"William H. Sauer","is_ca":false},{"name":"Anil Saxena","is_ca":false},{"name":"Jesper Hastrup Svendsen","is_ca":false},{"name":"Diego Vanegas","is_ca":false},{"name":"Marmar Vaseghi","is_ca":false},{"name":"Arthur A.M. Wilde","is_ca":false},{"name":"T. Jared Bunch","is_ca":false},{"name":"Alfred E. Buxton","is_ca":false},{"name":"Gonzalo Calvimontes","is_ca":false},{"name":"Tze‐Fan Chao","is_ca":false},{"name":"Lars Eckardt","is_ca":false},{"name":"Heidi Estner","is_ca":true},{"name":"Anne M. Gillis","is_ca":true},{"name":"Rodrigo Isa","is_ca":false},{"name":"Josef Kautzner","is_ca":false},{"name":"Philippe Maury","is_ca":false},{"name":"Joshua D. Moss","is_ca":false},{"name":"Gi-Byung Nam","is_ca":false},{"name":"Brian Olshansky","is_ca":false},{"name":"Luis Fernando Pava Molano","is_ca":false},{"name":"Maurício Pimentel","is_ca":false},{"name":"Mukund A. Prabhu","is_ca":false},{"name":"Wendy S. Tzou","is_ca":false},{"name":"Philipp Sommer","is_ca":false},{"name":"J. Swampillai","is_ca":true},{"name":"Alejandro Vidal","is_ca":true},{"name":"Thomas Deneke","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Christophe Leclercq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01961867334176091,"gpt":0.2887265914565343,"spread":0.2691079181147734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005821969,0.001340371,0.002367798,0.0001038863,0.001993151,0.0003992445,0.000351245,0.0005076986,0.0001516161],"category_scores_gemma":[0.001205493,0.0008616239,0.003599223,0.001911164,0.0007729428,0.00039221,0.0002341523,0.003996291,0.0002492999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226704,"about_ca_system_score_gemma":0.0003864541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005093672,"about_ca_topic_score_gemma":0.00007658456,"domain_scores_codex":[0.9872919,0.004947327,0.00196849,0.002011962,0.001753166,0.002027127],"domain_scores_gemma":[0.9902909,0.005937406,0.0009986487,0.001974113,0.0004281536,0.0003707659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001766238,0.0009210141,0.1071337,0.0003491057,0.002328341,0.000631182,0.02141385,0.005222948,0.00427857,0.001479863,0.8521558,0.002319323],"study_design_scores_gemma":[0.003942415,0.001044176,0.5916291,0.0002098174,0.000557157,0.001165223,0.003322771,0.008290857,0.0005358504,0.0001287783,0.3878415,0.001332319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8185167,0.001149674,0.0003051427,0.1719425,0.001308448,0.005322857,0.0003653805,0.0004260365,0.0006632557],"genre_scores_gemma":[0.9585519,0.001270188,0.003670576,0.02887663,0.004390642,0.0005264152,0.0003304057,0.0003044527,0.00207883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4844954,"threshold_uncertainty_score":0.9999347,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231527925","doi":"10.1093/europace/euy046","title":"European Heart Rhythm Association (EHRA)/Heart Rhythm Society (HRS)/Asia Pacific Heart Rhythm Society (APHRS)/Latin American Heart Rhythm Society (LAHRS) expert consensus on arrhythmias and cognitive function: what is the best practice?","year":2018,"lang":"en","type":"article","venue":"EP Europace","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Southlake Regional Health Center","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Heart Rhythm; Rhythm; Internal medicine; Cardiology; Medicine","authors":[{"name":"Nikolaos Dagres","is_ca":false},{"name":"Tze‐Fan Chao","is_ca":false},{"name":"Guilherme Fenelon","is_ca":false},{"name":"Luis Aguinaga","is_ca":false},{"name":"Daniel Benhayon","is_ca":false},{"name":"Emelia J. Benjamin","is_ca":false},{"name":"T. Jared Bunch","is_ca":false},{"name":"Lin Y. Chen","is_ca":false},{"name":"Shih‐Ann Chen","is_ca":false},{"name":"Francisco Darrieux","is_ca":false},{"name":"Angelo de Paola","is_ca":false},{"name":"Laurent Fauchier","is_ca":false},{"name":"Andreas Goette","is_ca":false},{"name":"Jonathan M. Kalman","is_ca":false},{"name":"Lalit Kalra","is_ca":false},{"name":"Young‐Hoon Kim","is_ca":false},{"name":"Deirdre A. Lane","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"Steven A. Lubitz","is_ca":false},{"name":"Manlio F. Márquez","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Domingo Pozzer","is_ca":false},{"name":"Jeremy N. Ruskin","is_ca":false},{"name":"Irina Savelieva","is_ca":false},{"name":"Wee Siong Teo","is_ca":false},{"name":"Hung‐Fat Tse","is_ca":false},{"name":"Atul Verma","is_ca":true},{"name":"Shu Zhang","is_ca":false},{"name":"Mina K. Chung","is_ca":false},{"name":"William Fernando Bautista Vargas","is_ca":false},{"name":"Chern‐En Chiang","is_ca":false},{"name":"Alejandro Cuesta","is_ca":false},{"name":"Gheorghe‐Andrei Dan","is_ca":false},{"name":"David S. Frankel","is_ca":false},{"name":"Yutao Guo","is_ca":false},{"name":"Róbert Hatala","is_ca":false},{"name":"Young Soo Lee","is_ca":false},{"name":"Yuji Murakawa","is_ca":false},{"name":"Cara N. Pellegrini","is_ca":false},{"name":"Cláudio Pinho","is_ca":false},{"name":"David Milan","is_ca":false},{"name":"Daniel P. Morin","is_ca":false},{"name":"Elenir Nadalin","is_ca":false},{"name":"George Ntaios","is_ca":false},{"name":"Mukund A. Prabhu","is_ca":false},{"name":"Marco Proietti","is_ca":false},{"name":"Léna Rivard","is_ca":false},{"name":"Mariana Valentino","is_ca":false},{"name":"Alena Shantsila","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03225852286389677,"gpt":0.2923580072991347,"spread":0.260099484435238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002874411,0.001230466,0.001960229,0.00008576788,0.002546279,0.0006376209,0.0001391505,0.0004301662,0.0003804769],"category_scores_gemma":[0.0008920095,0.001001771,0.001451807,0.001151602,0.001999281,0.0007051079,0.0003864592,0.002072794,0.001846877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202067,"about_ca_system_score_gemma":0.0003072362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002407517,"about_ca_topic_score_gemma":0.00002471066,"domain_scores_codex":[0.9916403,0.001629852,0.001166511,0.002044247,0.001912293,0.001606831],"domain_scores_gemma":[0.9919863,0.003067446,0.0008049256,0.001335393,0.002170153,0.0006357245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009016327,0.0006320446,0.00166437,0.0001384531,0.003032474,0.0001814477,0.02121975,0.000003111808,0.001601522,0.00004019751,0.9646406,0.005944445],"study_design_scores_gemma":[0.003466174,0.002583571,0.01472426,0.0008119165,0.002192353,0.00787366,0.06668709,0.0003396577,0.001407206,0.00002167363,0.8987655,0.001126915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4127881,0.04407807,0.00018032,0.5223639,0.00370041,0.004128692,0.0002380395,0.001251168,0.01127132],"genre_scores_gemma":[0.7736218,0.01150286,0.00464287,0.1784888,0.008682288,0.0001496656,0.00009114794,0.0004452059,0.02237536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3608338,"threshold_uncertainty_score":0.9992433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104205488","doi":"10.1093/europace/euu379","title":"New-onset atrial fibrillation after cavotricuspid isthmus ablation: identification of advanced interatrial block is key","year":2015,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Cardiology; Atrial fibrillation; Internal medicine; Atrial flutter; Ablation; Sinus rhythm; Catheter ablation; Odds ratio; Cohort","authors":[{"name":"Andrés Enríquez","is_ca":true},{"name":"Axel Sarrias","is_ca":false},{"name":"Roger Villuendas","is_ca":false},{"name":"Fariha Sadiq Ali","is_ca":true},{"name":"Diego Conde","is_ca":false},{"name":"Wilma M. Hopman","is_ca":true},{"name":"Damian Redfearn","is_ca":true},{"name":"Kevin Michael","is_ca":true},{"name":"Christopher S. Simpson","is_ca":true},{"name":"Antoni Bayés de Luna","is_ca":false},{"name":"Antoni Bayés‐Genís","is_ca":false},{"name":"Adrián Baranchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01501726846826311,"gpt":0.2815273125242259,"spread":0.2665100440559628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001725504,0.0001452302,0.0002814698,0.0001072372,0.00003005539,0.00002580273,0.00003414886,0.00006480491,0.00008169362],"category_scores_gemma":[0.0002675234,0.0001313954,0.0002274182,0.0002721547,0.00002302399,0.0001373151,0.00003351159,0.00007400154,0.0001958834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001136198,"about_ca_system_score_gemma":0.0001649611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006700951,"about_ca_topic_score_gemma":0.000006791863,"domain_scores_codex":[0.9987538,0.00007268049,0.0004099908,0.000265173,0.0003562212,0.0001421759],"domain_scores_gemma":[0.9989648,0.00004978215,0.0002208229,0.0003405826,0.0002480511,0.000175989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05103559,0.0002607944,0.5119233,0.0003611539,0.001708036,0.0007435589,0.02017939,0.007313994,0.009288223,0.0002002569,0.1740689,0.2229168],"study_design_scores_gemma":[0.03839536,0.002378904,0.5400844,0.0003027093,0.001731286,0.0008432225,0.0004579551,0.001913216,0.03121953,0.000392817,0.3813692,0.0009114116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937261,0.001382222,0.0006532546,0.001095787,0.001534294,0.0005352551,0.00006898647,0.0000514928,0.0009525795],"genre_scores_gemma":[0.9929907,0.00005473168,0.0009131823,0.00004681967,0.001739406,0.000003110316,0.00008033221,0.00002449916,0.004147218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2220054,"threshold_uncertainty_score":0.5358147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769071232","doi":"10.1093/europace/eux336","title":"Surgical ablation of atrial fibrillation: a systematic review and meta-analysis of randomized controlled trials","year":2017,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; St. Boniface Hospital; Thrombosis and Atherosclerosis Research Institute; McMaster University; Université de Sherbrooke; Population Health Research Institute","funders":"LivaNova; European Society of Cardiology; AtriCure","keywords":"Medicine; Atrial fibrillation; Relative risk; Randomized controlled trial; Meta-analysis; Confidence interval; Ablation; Stroke (engine); Internal medicine; Cardiology; Catheter ablation; Publication bias; Surgery","authors":[{"name":"G. McClure","is_ca":true},{"name":"Emilie P. Belley‐Côté","is_ca":true},{"name":"Iqbal Jaffer","is_ca":true},{"name":"Nazari Dvirnik","is_ca":true},{"name":"Kevin R. An","is_ca":true},{"name":"Gabriel Fortin","is_ca":true},{"name":"Jessica Spence","is_ca":true},{"name":"Jeff S. Healey","is_ca":true},{"name":"Rohit K. Singal","is_ca":true},{"name":"Richard Whitlock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3292473032724751,"gpt":0.4740754338579672,"spread":0.1448281305854922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02329998,0.0005062646,0.09537049,0.0007873228,0.00005585876,0.00004182336,0.0001423117,0.0001910406,0.0006390816],"category_scores_gemma":[0.03935463,0.0002490433,0.03576762,0.0006085047,0.0001267407,0.00007307717,0.00007505439,0.0001181825,0.00001167115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002446083,"about_ca_system_score_gemma":0.00011583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008071256,"about_ca_topic_score_gemma":6.453518e-7,"domain_scores_codex":[0.9833591,0.008450076,0.00695679,0.0003813521,0.0007145923,0.0001380804],"domain_scores_gemma":[0.9695641,0.01588156,0.01320836,0.0008931241,0.0003662787,0.00008651931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004376109,0.000001467518,0.000001700481,0.5336277,0.4608031,0.000005340957,0.00000934042,0.000005691938,1.379909e-8,0.0003588881,0.00003826978,0.0007722813],"study_design_scores_gemma":[0.04961587,0.00002967609,4.763608e-7,0.0213973,0.8460914,0.000009565798,0.000001327369,0.00006993841,3.521097e-8,0.00000561906,0.08263586,0.0001429652],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[3.773942e-7,0.9796798,0.00008393572,0.0004048878,0.0001009806,0.01856548,0.00005533145,0.00002115622,0.001088074],"genre_scores_gemma":[0.00002247803,0.9895449,0.000104787,0.00001231359,0.0003922156,0.00003719006,0.0001578444,0.00003126138,0.009697001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5122305,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144301889","doi":"10.1093/europace/eup068","title":"Lifetime cost-effectiveness of prophylactic implantation of a cardioverter defibrillator in patients with reduced left ventricular systolic function: results of Markov modelling in a European population","year":2009,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Ejection fraction; Implantable cardioverter-defibrillator; Cost effectiveness; Population; Quality-adjusted life year; Cardiac resynchronization therapy; Cardiology; Internal medicine; Life expectancy; Emergency medicine; Heart failure; Environmental health","authors":[{"name":"Martín Cowie","is_ca":false},{"name":"Deborah A. Marshall","is_ca":true},{"name":"Michael Drummond","is_ca":false},{"name":"Nicole Ferko","is_ca":false},{"name":"Michael Maschio","is_ca":false},{"name":"Matthias Ekman","is_ca":false},{"name":"Luc De Roy","is_ca":false},{"name":"Hein Heidbüchel","is_ca":false},{"name":"Yves Verboven","is_ca":false},{"name":"Frieder Braunschweig","is_ca":false},{"name":"Cecilia Linde","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01213547009166244,"gpt":0.2435129328178766,"spread":0.2313774627262141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004768579,0.0001304043,0.00063382,0.0002896011,0.00001737541,0.000003906351,0.00001333717,0.00003457196,2.355496e-7],"category_scores_gemma":[0.0001383342,0.000111348,0.00008910464,0.0004481815,0.00002282979,0.00007685146,0.00001231922,0.0000753239,0.000001484646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007866944,"about_ca_system_score_gemma":0.00002871968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000121049,"about_ca_topic_score_gemma":0.00000201439,"domain_scores_codex":[0.9983937,0.0004080798,0.0005004294,0.0002273134,0.0003412974,0.0001291931],"domain_scores_gemma":[0.9990813,0.0001049507,0.0003191292,0.0002137343,0.0002446314,0.00003629858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02341827,0.0002914178,0.8403869,0.001252804,0.000194483,0.00001902933,0.001274449,0.1261065,0.004377581,0.0000230782,0.00003560585,0.002619792],"study_design_scores_gemma":[0.004636169,0.0007246698,0.9922028,0.0008321585,0.0001165359,0.00004484188,0.00004326181,0.0003770527,0.0008829143,0.000005624162,0.00003552349,0.00009843761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907058,0.0002421086,0.0007316809,0.000005687551,0.00005960586,0.0007681426,0.00001921429,0.00001537036,0.007452426],"genre_scores_gemma":[0.9997362,0.00001171016,0.0001431458,0.000005055001,0.00002613852,0.000001905116,0.00004753248,0.00001636695,0.00001187463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518159,"threshold_uncertainty_score":0.4540641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408358098","doi":"10.1093/europace/euaf019","title":"Atrial fibrillation burden in clinical practice, research, and technology development: a clinical consensus statement of the European Society of Cardiology Council on Stroke and the European Heart Rhythm Association","year":2025,"lang":"en","type":"review","venue":"EP Europace","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute; Université de Montréal; Montreal Heart Institute; Western University","funders":"HORIZON EUROPE Framework Programme; Ipsen; Servier; Deutsche Herzstiftung; Bundesministerium für Bildung und Forschung; Medtronic; Bayer Fund; Daiichi Sankyo Europe; European Commission; Sanofi; Deutsches Zentrum für Herz-Kreislaufforschung; Boston Scientific Corporation; American Heart Association; Sanofi-Aventis Deutschland; Vifor Pharma; Pfizer; Deutsche Forschungsgemeinschaft; Bristol-Myers Squibb; AstraZeneca","keywords":"Atrial fibrillation; Heart Rhythm; Medicine; Stroke (engine); Clinical Practice; Cardiology; Internal medicine; Statement (logic); Intensive care medicine; Family medicine; Political science; Law","authors":[{"name":"Wolfram Doehner","is_ca":false},{"name":"Giuseppe Boriani","is_ca":false},{"name":"Tatjana Potpara","is_ca":false},{"name":"Carina Blomström‐Lundqvist","is_ca":false},{"name":"Rod Passman","is_ca":false},{"name":"Luciano A. Sposato","is_ca":true},{"name":"Dobromir Dobrev","is_ca":true},{"name":"Ben Freedman","is_ca":false},{"name":"Isabelle C. Van Gelder","is_ca":false},{"name":"Taya V. Glotzer","is_ca":false},{"name":"Jeff S. Healey","is_ca":true},{"name":"Theodoros Karapanayiotides","is_ca":false},{"name":"Gregory Y.H. Lip","is_ca":false},{"name":"José Luís Merino","is_ca":false},{"name":"George Ntaios","is_ca":false},{"name":"Renate B. Schnabel","is_ca":false},{"name":"Jesper Hastrup Svendsen","is_ca":false},{"name":"Emma Svennberg","is_ca":false},{"name":"Rolf Wachter","is_ca":false},{"name":"Karl Georg Hæusler","is_ca":false},{"name":"A. John Camm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2590496961243975,"gpt":0.4719161439663588,"spread":0.2128664478419613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03805689,0.0002362167,0.00170505,0.0001651355,0.0001320065,0.00002196109,0.0001473431,0.000234893,0.000002284148],"category_scores_gemma":[0.02434428,0.0001418453,0.0005262667,0.0006362347,0.0006756664,0.00002515702,0.0005942868,0.0009665097,0.00001457255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002530237,"about_ca_system_score_gemma":0.0009473542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001269229,"about_ca_topic_score_gemma":0.000005544,"domain_scores_codex":[0.9835885,0.01253759,0.002260759,0.0005047949,0.0008417764,0.0002665785],"domain_scores_gemma":[0.9866068,0.01075479,0.00141212,0.0004761176,0.0007013141,0.00004881132],"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":[0.001166977,0.00002157791,0.05836073,0.006145619,0.002598485,0.00004026247,0.0004619714,0.00003722985,9.215509e-7,0.000970315,0.03272893,0.897467],"study_design_scores_gemma":[0.00326982,0.0002291536,0.009824918,0.002008799,0.0006359964,0.000020187,0.0001564171,0.000013727,1.979603e-7,0.00001845888,0.9837233,0.00009899915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003311837,0.9273213,0.00003267108,0.02257298,0.001148087,0.005260905,0.00005102358,0.00006182663,0.04023936],"genre_scores_gemma":[0.001858916,0.9890529,0.0005004518,0.0000650312,0.001583446,0.00000183499,0.00001745801,0.00003682466,0.006883142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9509944,"threshold_uncertainty_score":0.9905229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139573429","doi":"10.1053/eupc.2000.0136","title":"Limitations of the use of spectral analysis of heart rate variability for the estimation of cardiac sympathetic activity in heart failure","year":2001,"lang":"en","type":"review","venue":"EP Europace","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Heart failure; Heart rate variability; Concordance; Cardiology; Spectral analysis; Population; Internal medicine; Heart rate; Autonomic function; Cardiac function curve; Blood pressure","authors":[{"name":"Catherine F. Notarius","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.11277856221237,"gpt":0.3257538552768273,"spread":0.2129752930644572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00241644,0.0002116926,0.002323752,0.0002239824,0.00003584086,0.000006523955,0.0001360829,0.0001408105,0.00001900689],"category_scores_gemma":[0.003744893,0.0001287087,0.001442917,0.001579047,0.000228788,0.00006236144,0.0000438219,0.0003046432,8.647414e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000982748,"about_ca_system_score_gemma":0.0006145129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002941896,"about_ca_topic_score_gemma":0.00007387287,"domain_scores_codex":[0.9968379,0.001555631,0.0009523902,0.0002864657,0.0001935623,0.0001740901],"domain_scores_gemma":[0.9910618,0.007072259,0.0006027653,0.001016218,0.0002054092,0.00004152755],"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":[0.0003320767,0.004247446,0.008959908,0.05825571,0.01160084,0.000001667226,0.003225324,0.06895392,0.01462377,0.001900151,0.0008896093,0.8270096],"study_design_scores_gemma":[0.0006117567,0.0003115376,0.05973206,0.003609499,0.02258663,0.000004226633,0.00005610311,0.03964554,0.0007937243,0.00006578559,0.8723248,0.0002582826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2455935,0.6884675,0.01458155,0.0177955,0.001054171,0.02780311,0.004421959,0.00008203313,0.0002006511],"genre_scores_gemma":[0.4822962,0.5114325,0.005361784,0.00006127865,0.00009857175,0.0002204459,0.0001040805,0.00008086174,0.0003443426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8714352,"threshold_uncertainty_score":0.5248589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377121518","doi":"10.1093/europace/euad123","title":"2023 HRS/EHRA/APHRS/LAHRS Expert Consensus Statement on Practical Management of the Remote Device Clinic","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of Calgary","funders":"","keywords":"Medicine; Staffing; Medical emergency; Workflow; Statement (logic); Multidisciplinary approach; Nursing","authors":[{"name":"Aileen M. Ferrick","is_ca":false},{"name":"Satish R. Raj","is_ca":true},{"name":"Thomas Deneke","is_ca":false},{"name":"Pipin Kojodjojo","is_ca":false},{"name":"Néstor López-Cabanillas","is_ca":false},{"name":"Haruhiko Abe","is_ca":false},{"name":"Serge Bovéda","is_ca":false},{"name":"Derek S. Chew","is_ca":true},{"name":"Jong‐Il Choi","is_ca":false},{"name":"Nikolaos Dagres","is_ca":false},{"name":"Aarti Dalal","is_ca":false},{"name":"Brynn E. Dechert","is_ca":false},{"name":"Camille Frazier‐Mills","is_ca":false},{"name":"Olivia Gilbert","is_ca":false},{"name":"Janet K. Han","is_ca":false},{"name":"Sherri Hewit","is_ca":false},{"name":"Christine Kneeland","is_ca":false},{"name":"Starr DeEllen Mirza","is_ca":false},{"name":"Suneet Mittal","is_ca":false},{"name":"Renato Pietro Ricci","is_ca":false},{"name":"Mary Runté","is_ca":true},{"name":"Susan Sinclair","is_ca":false},{"name":"Ricardo Alkmim Teixeira","is_ca":false},{"name":"Bert Vandenberk","is_ca":true},{"name":"Niraj Varma","is_ca":false},{"name":"Elizabeth Davenport","is_ca":false},{"name":"Vicki Freedenberg","is_ca":false},{"name":"Taya V. Glotzer","is_ca":false},{"name":"Jin‐Long Huang","is_ca":false},{"name":"Takanori Ikeda","is_ca":false},{"name":"Daniel B. Kramer","is_ca":false},{"name":"David Lin","is_ca":false},{"name":"Ulises Rojel-Martínez","is_ca":false},{"name":"Markus Stühlinger","is_ca":false},{"name":"Paul D. Varosy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1366608689595118,"gpt":0.4328391554588947,"spread":0.2961782864993828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006231789,0.000147382,0.0003339552,0.00006175342,0.0001122202,0.00001113179,0.00002851749,0.00003476146,0.00008621346],"category_scores_gemma":[0.0003387881,0.0001024388,0.0001783027,0.0005381729,0.0001044292,0.00001367156,0.0001263867,0.000151687,0.001733217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005187896,"about_ca_system_score_gemma":0.0000412647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003290648,"about_ca_topic_score_gemma":0.000002908529,"domain_scores_codex":[0.9983483,0.0001910227,0.0003784121,0.0002896418,0.0005497452,0.0002429054],"domain_scores_gemma":[0.9986621,0.0004819229,0.0001390012,0.0005286388,0.000108309,0.00008003186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006856446,0.0001062536,0.001911191,0.0003233041,0.0007991464,0.000378695,0.001313178,0.0001931414,0.0006171293,0.0002846679,0.9807953,0.01259236],"study_design_scores_gemma":[0.001552718,0.0002465568,0.07034189,0.0004751667,0.0002027536,0.0001006038,0.003605823,0.000198354,0.0008122606,0.00003514505,0.9222536,0.0001751381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5698059,0.0005679341,0.00005218539,0.01862824,0.0009692825,0.0006711785,0.00002069271,0.0002033011,0.4090813],"genre_scores_gemma":[0.838457,0.003039715,0.001445006,0.001982884,0.0002676734,0.000009651654,0.00001063066,0.00005937993,0.154728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2686511,"threshold_uncertainty_score":0.9990441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019703830","doi":"10.1093/europace/euu327","title":"Syncope recurrence and mortality: a systematic review","year":2014,"lang":"en","type":"review","venue":"EP Europace","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Syncope (phonology); Cardiology; Internal medicine; Intensive care medicine","authors":[{"name":"Monica Solbiati","is_ca":false},{"name":"Giovanni Casazza","is_ca":false},{"name":"Franca Dipaola","is_ca":false},{"name":"Anna Maria Rusconi","is_ca":false},{"name":"Giulia Cernuschi","is_ca":false},{"name":"Franca Barbic","is_ca":false},{"name":"Nicola Montano","is_ca":false},{"name":"Robert S. Sheldon","is_ca":true},{"name":"Raffaello Furlan","is_ca":false},{"name":"Giorgio Costantino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03549081910690223,"gpt":0.3418109253762507,"spread":0.3063201062693485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001296013,0.0004668214,0.00548606,0.00009876183,0.00004229962,0.00004109948,0.0001890636,0.0001225586,0.00004973854],"category_scores_gemma":[0.0009316652,0.0003320887,0.001129533,0.0002919209,0.00007474959,0.00003910157,0.0001244416,0.0003764817,0.0008436622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005721031,"about_ca_system_score_gemma":0.000227456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008581645,"about_ca_topic_score_gemma":0.00000136832,"domain_scores_codex":[0.9973851,0.0006042597,0.0008631485,0.000576643,0.0003137683,0.0002570147],"domain_scores_gemma":[0.9979427,0.0001453641,0.0004236613,0.00124757,0.00005695011,0.0001837954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[4.064957e-7,0.00001231376,6.54738e-7,0.8245199,0.0005452578,0.00007049707,0.000007131792,7.867291e-9,7.405519e-9,0.00002716337,0.00235174,0.172465],"study_design_scores_gemma":[0.0000803032,0.00002293223,8.714019e-7,0.4747663,0.01024755,0.0005192552,0.000002493662,0.000001191054,1.207639e-8,0.000001355076,0.5141947,0.000163057],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.560582e-7,0.9893447,0.0000851568,0.00007413464,0.0002325271,0.003260817,0.00001125127,0.00007248661,0.006918399],"genre_scores_gemma":[0.000001245375,0.9961637,0.0000445136,0.000574513,0.0001183584,0.0001812324,0.00005141712,0.00008184639,0.00278318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.511843,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}