{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":25,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":25,"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":"4295e99a913e","filters":{"venue":"Journal of Atrial Fibrillation"}},"results":[{"id":"W2805702003","doi":"10.4022/jafib.1870","title":"What is the Impact of Frailty on Prescription of Anticoagulation in Elderly Patients with Atrial Fibrillation? A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Atrial Fibrillation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Atrial fibrillation; Medical prescription; Odds ratio; Internal medicine; MEDLINE; Meta-analysis","authors":[{"name":"Zardasht Oqab","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08574802401648803,"gpt":0.3803997834878787,"spread":0.2946517594713907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001909226,0.0004790861,0.00788308,0.0009789747,0.00004486488,0.00007162534,0.0001476863,0.0003173795,0.00008943659],"category_scores_gemma":[0.00129465,0.0002336301,0.005968983,0.001472221,0.00009176515,0.0006377328,0.00003193242,0.0002779081,0.000002714097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000263295,"about_ca_system_score_gemma":0.0003518364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007087018,"about_ca_topic_score_gemma":0.0000114577,"domain_scores_codex":[0.9934697,0.001034603,0.003747896,0.0003180721,0.001249335,0.0001804365],"domain_scores_gemma":[0.9888273,0.001015951,0.008077915,0.000645966,0.001335998,0.00009684102],"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":[0.002349287,0.00005250396,0.004525395,0.6518924,0.3104028,0.000004065068,0.0008420675,0.003918876,0.000001178939,0.00001149694,0.0003818324,0.02561807],"study_design_scores_gemma":[0.002328208,0.00391022,0.003485702,0.1272022,0.861448,0.00006053971,0.00001652038,0.0002338168,0.000001258955,0.00003368517,0.00102121,0.0002586439],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00662727,0.9879527,0.00003791001,0.0001806968,0.0001917835,0.004904238,0.00009258559,0.000004910316,0.000007874759],"genre_scores_gemma":[0.01451911,0.9843396,0.000149376,0.00001087335,0.0007728398,0.00000183801,0.0001197998,0.0000403343,0.00004620567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5510451,"threshold_uncertainty_score":0.9527157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772673006","doi":"10.4022/jafib.1475","title":"Stroke Prevention for Patients with Atrial Fibrillation: Beyond the Guidelines","year":2017,"lang":"en","type":"review","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":41,"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; Atrial fibrillation; Stroke (engine); Internal medicine; Cardiology; Incidence (geometry); Intensive care medicine","authors":[{"name":"Jeff S. Healey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.188740814594156,"gpt":0.4393644665568439,"spread":0.2506236519626879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001629898,0.0005451019,0.002572104,0.0004914165,0.0004634517,0.0002739028,0.0002858055,0.0004393399,0.00005665889],"category_scores_gemma":[0.002566987,0.0003054151,0.004673399,0.0002554287,0.00008126388,0.0005796409,0.00008176955,0.0002781741,0.00001618071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415781,"about_ca_system_score_gemma":0.0008504495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003385397,"about_ca_topic_score_gemma":0.00000304038,"domain_scores_codex":[0.995226,0.000231671,0.002708397,0.0003550348,0.001169528,0.0003093924],"domain_scores_gemma":[0.9897527,0.0009782208,0.006644133,0.0006114687,0.001866846,0.0001466387],"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":[0.002476914,0.000001567158,0.00518044,0.001530826,0.001879404,0.00000214683,0.00002008012,0.0005361292,1.158414e-7,0.0001423262,0.002684438,0.9855456],"study_design_scores_gemma":[0.006110731,0.001561617,0.0008087364,0.00355079,0.01021858,0.00004850907,0.000009031641,0.00008461335,2.628598e-7,0.0002201053,0.9770743,0.0003127451],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003658846,0.9874468,0.0009047918,0.001370377,0.004397528,0.005134092,0.00009865079,0.00003286723,0.0002490473],"genre_scores_gemma":[0.00009685587,0.9154393,0.003407525,0.0000135464,0.07759977,8.249313e-7,0.0004954119,0.00009829532,0.002848492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852329,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794058006","doi":"10.4022/jafib.1657","title":"Reduced P-wave Voltage in Lead I is Associated with Development of Atrial Fibrillation in Patients with Coronary Artery Disease","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Coronary artery disease; Internal medicine; Cardiology; Population","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04961740337903271,"gpt":0.297114078349494,"spread":0.2474966749704613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007148546,0.0002366032,0.0007663253,0.0005244786,0.0001343249,0.00006059546,0.00008550278,0.0001333214,0.00003872614],"category_scores_gemma":[0.000834749,0.0001823019,0.000294529,0.0002680165,0.00006785247,0.0007223833,0.00004854142,0.0001571279,0.000003155481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510641,"about_ca_system_score_gemma":0.0004783133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001222989,"about_ca_topic_score_gemma":0.0000401695,"domain_scores_codex":[0.9972035,0.00009190348,0.001295491,0.0002354983,0.0009327747,0.0002408345],"domain_scores_gemma":[0.9967709,0.0001822038,0.002189962,0.0002864905,0.000436236,0.0001341715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02306444,0.000008343474,0.9584851,0.00004209264,0.0003006994,0.00004338802,0.0004452907,0.003177366,0.0001365981,0.00001102454,0.00002923001,0.01425638],"study_design_scores_gemma":[0.01947773,0.000805629,0.9770178,0.0007046618,0.0002756077,0.000006117737,0.00004625858,0.000836364,0.0001215998,0.00005991237,0.0004443461,0.0002039548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978471,0.0001346361,0.0001187995,0.0004745378,0.0004168621,0.0008834188,0.00001069751,0.00001092754,0.0001029705],"genre_scores_gemma":[0.9972736,0.00003935547,0.0008014626,0.00001131028,0.001606516,1.49449e-7,0.00008210659,0.00002931006,0.0001562191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01853267,"threshold_uncertainty_score":0.7434055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773809355","doi":"10.4022/jafib.1546","title":"Evaluating the Utility of mHealth ECG Heart Monitoring for the Detection and Management of Atrial Fibrillation in Clinical Practice","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Atrial fibrillation; Medicine; Hazard ratio; Cohort; Internal medicine; Atrial flutter; mHealth; Cardiology; Physical therapy; Emergency medicine; Psychological intervention; Confidence interval","authors":[{"name":"Kathleen T. Hickey","is_ca":false},{"name":"Angelo Biviano","is_ca":false},{"name":"Hasan Garan","is_ca":false},{"name":"Robert R. Sciacca","is_ca":false},{"name":"Teresa C. Riga","is_ca":false},{"name":"Kate Warren","is_ca":false},{"name":"Ashton Frulla","is_ca":false},{"name":"Nicole R. Hauser","is_ca":false},{"name":"Daniel Y. Wang","is_ca":true},{"name":"William Whang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2856116928379458,"gpt":0.5242154055991888,"spread":0.238603712761243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008922707,0.0001185,0.0005118995,0.00012193,0.0003093803,0.0000576024,0.0001044703,0.0001073254,0.000005499099],"category_scores_gemma":[0.005487426,0.00007548923,0.0005809902,0.0001396314,0.00009802829,0.0004531453,0.00007619329,0.0001578655,4.309876e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000577502,"about_ca_system_score_gemma":0.00009764251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006695625,"about_ca_topic_score_gemma":0.000007161915,"domain_scores_codex":[0.9970652,0.0003307186,0.001673528,0.0001614341,0.000627515,0.0001416153],"domain_scores_gemma":[0.9932724,0.002915001,0.002919897,0.0003466615,0.0004962251,0.00004980071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01280461,0.000002616385,0.5504048,0.0002524786,0.0003926758,8.356275e-7,0.0001622153,0.00538347,0.0003834685,0.0001138094,0.00001908734,0.4300799],"study_design_scores_gemma":[0.005759001,0.001179005,0.9383901,0.0002557888,0.001151804,0.0000210592,0.0003700926,0.04670645,0.0002381929,0.0003413541,0.005518726,0.00006835908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858605,0.002388896,0.002637131,0.004902916,0.002473027,0.001627708,0.000002654346,0.000006101683,0.0001010256],"genre_scores_gemma":[0.9818733,0.002870863,0.006821973,0.000007149607,0.008385561,2.733577e-7,0.000001253672,0.00001174036,0.0000279066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4300116,"threshold_uncertainty_score":0.6569358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997151245","doi":"10.4022/jafib.2183","title":"Left Atrial Appendage Morphology as a Determinant for Stroke Risk Assessment in Atrial Fibrillation Patients: Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Internal medicine; Meta-analysis; Cardiology; Stroke (engine); Relative risk; Atrial Appendage; Forest plot; Confidence interval","authors":[{"name":"Anan Abu Rmilah","is_ca":false},{"name":"Fareed Jumah","is_ca":false},{"name":"Suhaib Jaber","is_ca":false},{"name":"Rafat Roubi","is_ca":false},{"name":"M. Daana","is_ca":false},{"name":"Isam Bsisu","is_ca":false},{"name":"Tariq Muamar","is_ca":false},{"name":"Patricia J. Erwin","is_ca":false},{"name":"Alexander C. Egbe","is_ca":false},{"name":"Vaidya Vaibha","is_ca":false},{"name":"Peter A. Noseworthy","is_ca":false},{"name":"Abhishek Deshmukh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04694562432471075,"gpt":0.3620238582689475,"spread":0.3150782339442367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003248326,0.0003662404,0.004040208,0.0009683945,0.00009812516,0.00009224948,0.0001120671,0.0002322276,0.0003668953],"category_scores_gemma":[0.002313198,0.0002658924,0.005339064,0.0005461053,0.00003124854,0.0005617127,0.00007016912,0.0002317589,0.00002046498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002471271,"about_ca_system_score_gemma":0.0001745053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003736977,"about_ca_topic_score_gemma":0.00001688098,"domain_scores_codex":[0.9949354,0.0006921326,0.002808626,0.0004092027,0.0008429239,0.0003116981],"domain_scores_gemma":[0.9940491,0.001325004,0.003489058,0.0003818703,0.000601172,0.0001537968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004978476,0.000006298858,0.8577712,0.02553616,0.09275772,0.0000135101,0.0001987273,0.01773067,0.0001064114,0.0002364932,0.0001322261,0.0005320617],"study_design_scores_gemma":[0.01669671,0.002951346,0.07339581,0.001113631,0.8975237,0.00008492329,0.0001022966,0.004881372,0.00002062833,0.0003180674,0.002376524,0.0005349905],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433184,0.0365121,0.002134986,0.003374929,0.00197851,0.01234161,0.0001730273,0.00003960724,0.0001268377],"genre_scores_gemma":[0.9846819,0.007471143,0.002948454,0.0001182894,0.003595952,6.337184e-7,0.0001750536,0.00005208575,0.0009564771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.804766,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774409291","doi":"10.4022/jafib.1478","title":"Inappropriate dosing of direct oral anticoagulants in patients with atrial fibrillation","year":2016,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Cégep Saint-Jean-sur-Richelieu; Centre Hospitalier de l’Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Université de Sherbrooke","funders":"","keywords":"Apixaban; Medicine; Rivaroxaban; Dabigatran; Atrial fibrillation; Dosing; Medical prescription; Warfarin; Confidence interval; Retrospective cohort study; Internal medicine; Edoxaban; Intensive care medicine; Pharmacology","authors":[{"name":"Katy Lavoie","is_ca":true},{"name":"Marie-Hélène Turgeon","is_ca":true},{"name":"Caroline Brais","is_ca":true},{"name":"Josiane Larochelle","is_ca":true},{"name":"Lucie Blais","is_ca":true},{"name":"Paul Farand","is_ca":true},{"name":"Geneviève Letemplier","is_ca":true},{"name":"Sylvie Perreault","is_ca":true},{"name":"Marie-France Beauchesne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03593627187973529,"gpt":0.3031021894849648,"spread":0.2671659176052295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000814632,0.0001951744,0.0008785321,0.0005887289,0.00004430567,0.00002600445,0.00006361823,0.0001352367,0.00004958337],"category_scores_gemma":[0.0007425775,0.0001180239,0.000481537,0.0004964446,0.00005327107,0.0005938213,0.00003416312,0.00007979486,0.000006296979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674961,"about_ca_system_score_gemma":0.0001394866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001984471,"about_ca_topic_score_gemma":0.000005394955,"domain_scores_codex":[0.9974195,0.0001585044,0.001213742,0.0001890009,0.0007982659,0.0002209877],"domain_scores_gemma":[0.9975749,0.0003221535,0.001356375,0.0001796964,0.0004716466,0.00009527351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01247976,0.000002746173,0.9410433,0.00004081581,0.0002312949,0.000004054108,0.00007928691,0.00244016,0.001076296,0.00006104922,0.00002664368,0.04251464],"study_design_scores_gemma":[0.01845949,0.001455565,0.9750894,0.000538578,0.0004047692,0.000009189211,0.0000157951,0.0002243398,0.0008015646,0.0001553771,0.002670171,0.0001757992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971845,0.0002028351,0.0004680858,0.0006072024,0.0007490783,0.0005751732,0.000007929135,0.00001735659,0.0001878441],"genre_scores_gemma":[0.9940859,0.0001581225,0.00145851,0.000005233363,0.004167624,2.311867e-8,0.00001343627,0.00002611566,0.00008501932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04233884,"threshold_uncertainty_score":0.4812874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206093970","doi":"10.4022/jafib.20200477","title":"Fluoroless Catheter Ablation of Atrial Fibrillation: Integration of Intracardiac Echocardiography and Cartosound Module","year":2021,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; Southlake Regional Health Center","funders":"","keywords":"Medicine; Fluoroscopy; Atrial fibrillation; Pulmonary vein; Catheter ablation; Ablation; Radiofrequency ablation; Cardiac tamponade; Internal medicine; Tamponade; Complication; Catheter; Cardiology; Surgery; Radiology","authors":[{"name":"Alfredo Pantano","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0325033259438347,"gpt":0.3049859592280199,"spread":0.2724826332841852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008677017,0.0002052212,0.0009469514,0.0005426527,0.00006997027,0.00004519259,0.00004961695,0.0002139713,0.00004438331],"category_scores_gemma":[0.0006582914,0.000182447,0.00144734,0.0006846609,0.00008218441,0.0005214952,0.00004475933,0.0001411099,0.000001672412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000770073,"about_ca_system_score_gemma":0.0001815574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001867602,"about_ca_topic_score_gemma":0.000002631609,"domain_scores_codex":[0.9971623,0.0002244578,0.001491891,0.0002179167,0.0007474615,0.0001559012],"domain_scores_gemma":[0.996722,0.0003226722,0.001443875,0.0002484837,0.001154877,0.0001081342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004180938,0.000006751844,0.7966262,0.0003221743,0.001842889,0.00001323324,0.0009950995,0.03849084,0.04811864,0.00192042,0.000221484,0.1072613],"study_design_scores_gemma":[0.01602495,0.002508311,0.8811807,0.0008927726,0.004973619,0.0002834958,0.0008335368,0.0100619,0.0570991,0.004408632,0.02105188,0.0006810701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882795,0.004107878,0.004802217,0.0006717785,0.001282563,0.0004230813,0.00001873641,0.00001642736,0.0003978225],"genre_scores_gemma":[0.9846195,0.00201325,0.004308302,0.000008627978,0.008886809,7.361081e-8,0.00006750738,0.00002383199,0.0000720977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065803,"threshold_uncertainty_score":0.7439975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2774519272","doi":"10.4022/jafib.1548","title":"Clinical Role of Dominant Frequency Measurements in Atrial Fibrillation Ablation – A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Queen's University","funders":"","keywords":"Ablation; Atrial fibrillation; Medicine; Catheter ablation; Pulmonary vein; Cochrane Library; Randomized controlled trial; MEDLINE; Cardiology; Meta-analysis; Internal medicine; Clinical trial; Systematic review","authors":[{"name":"Lucaz Gadenz","is_ca":true},{"name":"Javad Hashemi","is_ca":true},{"name":"Mohammad Hassan Shariat","is_ca":true},{"name":"Lorne J. Gula","is_ca":true},{"name":"Damian Redfearn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2486552430496577,"gpt":0.4639532453767353,"spread":0.2152980023270775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008794423,0.0005994627,0.008628919,0.001116199,0.0001057933,0.00007628258,0.000330372,0.0007087674,0.00006149401],"category_scores_gemma":[0.01125335,0.0004428268,0.00665475,0.0006153498,0.00007544294,0.0006294271,0.00009026379,0.0004777559,0.00003904117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469793,"about_ca_system_score_gemma":0.001090623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002838126,"about_ca_topic_score_gemma":0.00000795604,"domain_scores_codex":[0.9870386,0.001499849,0.009046176,0.0004346734,0.001659415,0.0003213263],"domain_scores_gemma":[0.9806703,0.001189566,0.01617859,0.0008285672,0.0009409573,0.0001920714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007688565,0.000005407109,0.02120141,0.5805193,0.002219652,0.00001573736,0.00004801594,0.0001349086,0.000006390844,0.000102619,0.00009205336,0.3948857],"study_design_scores_gemma":[0.004818729,0.0008012208,0.001228731,0.7392875,0.02717161,0.0002013344,0.00001438638,0.0001132089,0.000001698305,0.0002832813,0.225564,0.0005143278],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002096176,0.9913222,0.00005491992,0.0001432952,0.002173958,0.005702908,0.00001464673,0.00001525175,0.0003632385],"genre_scores_gemma":[0.0007868772,0.9842508,0.0007174968,0.000006892044,0.01391204,9.582818e-7,0.000112309,0.00007003111,0.0001426283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3943714,"threshold_uncertainty_score":0.9998024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772243598","doi":"10.4022/jafib.1494","title":"Atrial Fibrillation is Associated with Increased Pacemaker Implantation Rates in the Placement of AoRTic Transcatheter Valve (PARTNER) Trial","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; Université Laval","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Sinus rhythm; Internal medicine; Sick sinus syndrome; Permanent pacemaker; Aortic valve","authors":[{"name":"Angelo Biviano","is_ca":false},{"name":"Tamim Nazif","is_ca":false},{"name":"José Dizon","is_ca":false},{"name":"Hasan Garan","is_ca":false},{"name":"Mark P. Abrams","is_ca":false},{"name":"Jessica Fleitman","is_ca":false},{"name":"Dua Hassan","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Ke Xu","is_ca":false},{"name":"Josep Rodés‐Cabau","is_ca":true},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"William F. Fearon","is_ca":false},{"name":"Danny Dvir","is_ca":true},{"name":"Todd Dewey","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Steven Kindsvater","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"D. Craig Miller","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Susheel Kodali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0316787819091867,"gpt":0.3602803820585448,"spread":0.3286016001493581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000867693,0.0001703252,0.0005770076,0.0001595826,0.0001402326,0.00008209368,0.00005867544,0.0001115443,0.0000363251],"category_scores_gemma":[0.0005166322,0.0001057583,0.002366061,0.0001240371,0.00004832832,0.0002997953,0.000009497115,0.0001036125,0.000002382941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366939,"about_ca_system_score_gemma":0.0002429699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110757,"about_ca_topic_score_gemma":0.00001342914,"domain_scores_codex":[0.9979113,0.0002385936,0.0008061177,0.0001470015,0.0007292573,0.0001677007],"domain_scores_gemma":[0.9974855,0.0003206388,0.001560806,0.0002575314,0.0002954575,0.00008011087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2078371,0.00007146967,0.7780888,0.00005164742,0.004633647,0.00002508565,0.001562186,0.002085993,0.0004740887,0.00002614743,0.0001416245,0.005002142],"study_design_scores_gemma":[0.1151449,0.003513342,0.8747039,0.0003185158,0.004837119,0.00006623258,0.0001600041,0.0005136397,0.0003135337,0.0001552025,0.0001321928,0.0001413642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975538,0.0003806142,0.00003124831,0.0003710151,0.0004074048,0.001073743,0.00005145029,0.000005021974,0.0001256791],"genre_scores_gemma":[0.9972597,0.0001695468,0.00003917259,0.00001905627,0.002391033,9.539955e-7,0.00009078982,0.00001653965,0.00001314625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09661511,"threshold_uncertainty_score":0.4312699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775448617","doi":"10.4022/jafib.1526","title":"Left Atrial Appendage characteristics in patients with Persistent Atrial Fibrillation undergoing catheter ablation (LAAPAF Study)","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Atrial fibrillation; Medicine; Pulmonary vein; Cardiology; Internal medicine; Catheter ablation; Ablation; Atrial Appendage; Catheter; Sinus rhythm; Surgery","authors":[{"name":"Enes Elvin Gül","is_ca":true},{"name":"Usama Boles","is_ca":true},{"name":"Sohaib Haseeb","is_ca":true},{"name":"Justin Flood","is_ca":false},{"name":"Benedict M. Glover","is_ca":true},{"name":"Damian Redfearn","is_ca":true},{"name":"Chris Simpson","is_ca":true},{"name":"Hoshiar Abdollah","is_ca":true},{"name":"Adrián Baranchuk","is_ca":true},{"name":"Kevin A. Michael","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03938702335294589,"gpt":0.3062067611407371,"spread":0.2668197377877912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001241259,0.0003514313,0.0009909659,0.000608696,0.0004412016,0.0003477228,0.0001796466,0.0002106,0.00009881621],"category_scores_gemma":[0.001393339,0.0002857886,0.0012517,0.000180261,0.00006440824,0.001243367,0.0000989272,0.0002613708,0.00002214021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347796,"about_ca_system_score_gemma":0.0002696814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004168618,"about_ca_topic_score_gemma":0.00005786941,"domain_scores_codex":[0.9962238,0.0002160941,0.001633723,0.0003598173,0.001221189,0.000345374],"domain_scores_gemma":[0.9956528,0.0002753494,0.00282743,0.0005071872,0.0005632165,0.0001740271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01080121,0.00000928881,0.9728367,0.00004658799,0.0005843137,0.00001528379,0.0005905348,0.007449361,0.00002885922,0.00003132528,0.00002541496,0.007581063],"study_design_scores_gemma":[0.02252888,0.003467977,0.9677237,0.0002175853,0.001166269,0.0000171796,0.0001754408,0.001442211,0.000009659327,0.00004647574,0.002901411,0.0003031912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944056,0.0001305743,0.0002421828,0.0008918321,0.002375076,0.001677789,0.00001071677,0.000028603,0.0002376098],"genre_scores_gemma":[0.9824985,0.0001009472,0.0005353559,0.000009731781,0.01649518,3.349665e-8,0.00008456378,0.00005100538,0.0002246343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141201,"threshold_uncertainty_score":0.9999594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886513272","doi":"10.4022/jafib.1809","title":"Coronary Sinus Electrograms May Predict New-onset Atrial Fibrillation After Typical Atrial Flutter Radiofrequency Ablation (CSE-AF)","year":2018,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Coronary sinus; Atrial fibrillation; Radiofrequency ablation; Atrial flutter; Cardiology; Internal medicine; Ablation; Sinus rhythm; Catheter ablation; Atrium (architecture)","authors":[{"name":"Usama Boles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03252078190105556,"gpt":0.3134434850586543,"spread":0.2809227031575988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001255181,0.0005085176,0.001070932,0.0007357592,0.0002558369,0.0002079141,0.000172558,0.0005500985,0.001108058],"category_scores_gemma":[0.001206009,0.0004433018,0.002251556,0.0008719472,0.0001730788,0.00114884,0.00007766308,0.0003929136,0.0002108712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005147662,"about_ca_system_score_gemma":0.0006573972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004007317,"about_ca_topic_score_gemma":0.00001081848,"domain_scores_codex":[0.9948351,0.0003833228,0.002199623,0.0005132575,0.001449768,0.0006189391],"domain_scores_gemma":[0.9962544,0.000502436,0.001544511,0.0004520842,0.0007842062,0.000462299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06947893,0.000004671455,0.8009059,0.00005823647,0.001110241,0.00005378112,0.0003341505,0.002975004,0.001514072,0.0002595629,0.007233837,0.1160717],"study_design_scores_gemma":[0.02258361,0.006926286,0.5577309,0.000286971,0.002515791,0.001486556,0.00004762587,0.005067144,0.0005150926,0.001912669,0.4001082,0.0008192669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767575,0.00344763,0.004227221,0.004798932,0.008513527,0.00161846,0.00002351038,0.0001649479,0.0004482648],"genre_scores_gemma":[0.8589911,0.0006336269,0.004093751,0.00008787835,0.1349728,2.079957e-7,0.0001520042,0.00007787487,0.0009907245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928743,"threshold_uncertainty_score":0.9998051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997064854","doi":"10.4022/jafib.2256","title":"Systematic Review of Contiguous Vessel and Valve Injury Associated with Endocardial Left Atrial Appendage Occlusion Devices","year":2019,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Left atrial appendage occlusion; Cardiology; Atrial fibrillation; Pulmonary artery; Internal medicine; Cardiac tamponade; Pulmonary vein; Tamponade; Artery; Surgery; Radiology; Warfarin","authors":[{"name":"Sharma Sharan Prakash","is_ca":false},{"name":"Madoukh Bader","is_ca":false},{"name":"Atkins Donita","is_ca":false},{"name":"Nydegger Cherie","is_ca":false},{"name":"Jeffery Courtney","is_ca":false},{"name":"B Sudha","is_ca":false},{"name":"Gopinathannair Rakesh","is_ca":false},{"name":"Saw Jacqueline","is_ca":true},{"name":"Andrea Natale","is_ca":false},{"name":"Lakkireddy Dhanunjaya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01733602175924254,"gpt":0.2992874129935366,"spread":0.2819513912342941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001748454,0.000200718,0.001614474,0.0002583026,0.0000554295,0.00003491718,0.00007192312,0.0001203322,0.0000797639],"category_scores_gemma":[0.001652774,0.0001375627,0.0009362788,0.0002605253,0.00003573616,0.0003553798,0.0000490948,0.0001356572,0.000009830116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009373987,"about_ca_system_score_gemma":0.0001489665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005388869,"about_ca_topic_score_gemma":0.000001210421,"domain_scores_codex":[0.9970641,0.0003021832,0.001459404,0.0001631116,0.0008510631,0.0001601665],"domain_scores_gemma":[0.9961293,0.0005886364,0.002455302,0.0001889469,0.0005355193,0.0001022616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008273774,0.000008778668,0.8126234,0.1666945,0.006062043,0.00003811256,0.0003872669,0.000562041,0.003013516,0.0003213472,0.0007561019,0.001259154],"study_design_scores_gemma":[0.03995727,0.01068265,0.3757353,0.5246716,0.03482443,0.0009611027,0.0005810329,0.001215458,0.001092219,0.0002369476,0.008758908,0.001283086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634224,0.03105476,0.0001236677,0.000796225,0.001248494,0.002635167,0.00001524432,0.00002808151,0.0006759668],"genre_scores_gemma":[0.9901385,0.006917562,0.0002279739,0.0000788468,0.002323756,2.772677e-8,0.00003337935,0.0000262172,0.0002536845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.436888,"threshold_uncertainty_score":0.5609645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772785837","doi":"10.4022/jafib.1551","title":"Baseline Demographics, Safety, and Patient Acceptance of an Insertable Cardiac Monitor for Atrial Fibrillation Screening: The REVEAL-AF Study","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"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":"","keywords":"Medicine; Atrial fibrillation; Palpitations; Internal medicine; Stroke (engine); Cardiology; Obstructive sleep apnea; Coronary artery disease","authors":[{"name":"Sergio Conti","is_ca":true},{"name":"James A. Reiffel","is_ca":false},{"name":"Bernard J. Gersh","is_ca":false},{"name":"Peter R. Kowey","is_ca":false},{"name":"Rolf Wachter","is_ca":false},{"name":"Jonathan L. Halperin","is_ca":false},{"name":"Rachelle E. Kaplon","is_ca":false},{"name":"Erika Pouliot","is_ca":false},{"name":"Atul Verma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05300614014602517,"gpt":0.3486637718330911,"spread":0.2956576316870659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230555,0.0002194132,0.0008169072,0.000250095,0.000648156,0.000154928,0.0001580227,0.0001332104,0.00001190741],"category_scores_gemma":[0.002260697,0.0001566412,0.0008354677,0.0001851273,0.00009197131,0.0008001409,0.00008744663,0.0001335631,5.952678e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000478937,"about_ca_system_score_gemma":0.00009071931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007600208,"about_ca_topic_score_gemma":0.0000162043,"domain_scores_codex":[0.9972192,0.000273902,0.001362024,0.0002420248,0.0006955938,0.00020728],"domain_scores_gemma":[0.9954634,0.0007191345,0.002419695,0.0005076357,0.0007499097,0.0001402344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01694343,0.000005273554,0.7761401,0.0000586235,0.000702619,0.000002476479,0.0004990828,0.007772077,0.0006098335,0.0001180683,0.0002170693,0.1969314],"study_design_scores_gemma":[0.01271392,0.004688678,0.9275557,0.0001778706,0.001997144,0.00001923608,0.001161778,0.007624466,0.000419614,0.0003529564,0.04299246,0.0002961894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903513,0.001630071,0.001404222,0.002497533,0.001821363,0.002190987,0.00003301609,0.00001647293,0.00005508344],"genre_scores_gemma":[0.9802727,0.0006846532,0.003890424,0.00001352035,0.01498391,2.837897e-7,0.00002437888,0.0000309403,0.0000992134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1966352,"threshold_uncertainty_score":0.6387642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771755708","doi":"10.4022/jafib.1527","title":"Use of acoustic cardiography immediately following electrical cardioversion to predict relapse of atrial fibrillation","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"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; Cardiology; Atrial fibrillation; Internal medicine; Sinus rhythm; Cardioversion; Proportional hazards model; Hazard ratio; Heart failure; Impedance cardiography; Heart rate; Blood pressure; Ejection fraction; Stroke volume; Confidence interval","authors":[{"name":"Paul Erné","is_ca":false},{"name":"Thérèse J. Resink","is_ca":false},{"name":"Andrea Mueller","is_ca":false},{"name":"Michael Coslovsky","is_ca":false},{"name":"Richard Kobza","is_ca":false},{"name":"David Conen","is_ca":true},{"name":"Peter Bauer","is_ca":false},{"name":"Patricia Arand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05582546056528036,"gpt":0.3235666356931556,"spread":0.2677411751278753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241891,0.000253103,0.001306961,0.0009469346,0.0002058892,0.00008742605,0.0001669348,0.0002601846,0.00001561249],"category_scores_gemma":[0.00476281,0.0002212694,0.003412004,0.0005242628,0.00006256481,0.0009168992,0.0001066959,0.0001800152,0.00000493131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147778,"about_ca_system_score_gemma":0.00021707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008467839,"about_ca_topic_score_gemma":0.000002834797,"domain_scores_codex":[0.9962856,0.0001756217,0.001630042,0.0002568459,0.001373659,0.0002782752],"domain_scores_gemma":[0.9955788,0.0006835191,0.00231783,0.0005282367,0.0006512558,0.0002403294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01131176,0.000002613932,0.8622968,0.0001026245,0.001830242,0.00002665189,0.0001716455,0.08454466,0.01581233,0.00007127276,0.001018137,0.02281129],"study_design_scores_gemma":[0.01509026,0.00421877,0.9235948,0.0007958133,0.007148844,0.00009605522,0.0000954845,0.005246856,0.005399291,0.0002344791,0.03753431,0.0005450194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922614,0.000976176,0.001752403,0.0006121002,0.003316914,0.0008637663,0.0000215261,0.00002292817,0.0001727735],"genre_scores_gemma":[0.984191,0.0007615284,0.002335594,0.000008106775,0.01254995,7.319977e-8,0.00002147232,0.00003437979,0.00009790632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0792978,"threshold_uncertainty_score":0.9023103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775012817","doi":"10.4022/jafib.1656","title":"Ashman phenomenon dynamicity during atrial fibrillation: the critical role of the long cycles","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Atrial fibrillation; Medicine; Cardiology; Internal medicine; Phenomenon","authors":[{"name":"Damián Longo","is_ca":false},{"name":"Adrián Baranchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01274298371200619,"gpt":0.2930923406335941,"spread":0.2803493569215879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004751955,0.0001205156,0.0004127462,0.00005863997,0.0005060541,0.00005069515,0.0001437148,0.0001269998,0.00002467076],"category_scores_gemma":[0.001259619,0.00007023372,0.0009348879,0.00007508752,0.0002286884,0.0002444729,0.0000805729,0.0002693023,0.000003414311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008706562,"about_ca_system_score_gemma":0.0001435935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002148892,"about_ca_topic_score_gemma":0.000005697788,"domain_scores_codex":[0.9985856,0.0001693774,0.0005615192,0.0001194079,0.0003872183,0.0001768401],"domain_scores_gemma":[0.9981385,0.0003242606,0.0008200451,0.0003942871,0.0002605758,0.00006227592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02927837,0.00002326994,0.5863053,0.0003064313,0.002242204,0.0001186696,0.002026038,0.07170897,0.2366051,0.005705552,0.0002722939,0.06540788],"study_design_scores_gemma":[0.003023855,0.000475807,0.982045,0.0002070922,0.0006296173,0.0009249719,0.00008659815,0.001581601,0.00616531,0.003874967,0.0008531481,0.0001320304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927682,0.001333117,0.00002500866,0.003976095,0.001185264,0.0002236865,0.000005249144,0.000006870721,0.0004765551],"genre_scores_gemma":[0.9812368,0.0001902525,0.00007169919,0.00001147767,0.01842342,6.911981e-8,0.000001838098,0.00001239661,0.0000520845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3957398,"threshold_uncertainty_score":0.3892211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771582393","doi":"10.4022/jafib.1539","title":"Giant Left Atrial Appendage Aneurysm Mimicking Mediastinal Mass and Associated with Incessant Atrial Arrhythmias","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec","funders":"","keywords":"Medicine; Mediastinal mass; Atrial fibrillation; Cardiology; Internal medicine; Embolization; Atrial Appendage; Appendage; Aneurysm; Radiology; Anatomy","authors":[{"name":"Joëlle Morin","is_ca":true},{"name":"Luce Cantin","is_ca":true},{"name":"Sergio Pasian","is_ca":true},{"name":"François Philippon","is_ca":true},{"name":"Jonathan Beaudoin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01932595530232178,"gpt":0.2754635499210891,"spread":0.2561375946187673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008069674,0.0002221342,0.0007619255,0.0001463494,0.0004161037,0.0001877108,0.00009106917,0.0001893719,0.00004937067],"category_scores_gemma":[0.001360452,0.0001451745,0.0007948192,0.00006622181,0.0001575066,0.0003955867,0.00005983958,0.0003134536,0.000001692516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243736,"about_ca_system_score_gemma":0.0002370507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003692077,"about_ca_topic_score_gemma":0.00002179418,"domain_scores_codex":[0.9979802,0.0001122574,0.0007213163,0.0002163525,0.0007049406,0.0002649077],"domain_scores_gemma":[0.9973114,0.0002639181,0.001672766,0.0002113372,0.0003257499,0.0002148967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04348014,0.00000841544,0.8840677,0.0001845909,0.0029315,0.003508267,0.001267977,0.003459243,0.01852914,0.0001207824,0.0008090712,0.04163317],"study_design_scores_gemma":[0.02422408,0.0032853,0.9438709,0.0008922382,0.002454582,0.0144248,0.0003300502,0.002363384,0.0006950069,0.0003626301,0.00657028,0.0005267191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935002,0.0009793832,0.0000672514,0.001939582,0.002869101,0.0003136018,0.00002114466,0.00002135986,0.0002883359],"genre_scores_gemma":[0.9755749,0.0003971294,0.0007036122,0.00001209322,0.02315925,1.863909e-8,0.00001570475,0.00002402441,0.0001132956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05980323,"threshold_uncertainty_score":0.5920045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900254414","doi":"10.4022/jafib.2100","title":"Remote Monitoring of Atrial High Rate Episodes in Pacemaker Patients. The Rapid Study Design","year":2018,"lang":"en","type":"review","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"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","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Subclinical infection; Guideline; Stroke risk; Internal medicine; Cardiology; Intensive care medicine; Emergency medicine; Ischemic stroke; Pathology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1542812650829826,"gpt":0.3941727746506622,"spread":0.2398915095676796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004587743,0.0004560743,0.002836154,0.0008102126,0.0001065489,0.00006835999,0.0001811067,0.0003248999,0.00006423627],"category_scores_gemma":[0.002417736,0.0002774718,0.002094366,0.000917133,0.00006940545,0.0002784438,0.0001044892,0.0004020142,0.0000180282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089413,"about_ca_system_score_gemma":0.0003707955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003160764,"about_ca_topic_score_gemma":0.000001582401,"domain_scores_codex":[0.9936228,0.001687337,0.003157953,0.0003031478,0.0009474349,0.0002812763],"domain_scores_gemma":[0.9926779,0.001922843,0.004263055,0.0004316157,0.00060438,0.0001002653],"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":[0.005131051,0.00001575617,0.0335833,0.001937836,0.002113635,0.00003192323,0.0004057222,0.001148534,0.000001937456,0.00001733678,0.0004375987,0.9551753],"study_design_scores_gemma":[0.02286154,0.007856905,0.03380412,0.01615869,0.01645601,0.0000652598,0.0003080278,0.000168943,0.00001840955,0.0003115054,0.9011423,0.0008482788],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01878894,0.9688506,0.000377627,0.0001799325,0.006558784,0.005154171,0.000008724553,0.00002049767,0.0000607656],"genre_scores_gemma":[0.009265322,0.957486,0.00142401,0.000003708487,0.03159009,3.253291e-7,0.00002069381,0.00007203693,0.000137825],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9543271,"threshold_uncertainty_score":0.9999678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998569744","doi":"10.4022/jafib.2230","title":"Left Septal Fascicular Block Following Alcohol Septal Ablation for Hypertrophic Obstructive Cardiomyopathy","year":2019,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Alcohol septal ablation; Medicine; Cardiology; Internal medicine; Obstructive cardiomyopathy; Left bundle branch block; Circumflex; Hypertrophic cardiomyopathy; Bundle branch block; Cardiomyopathy; Artery; Right bundle branch block; Ablation; Electrocardiography; Heart failure","authors":[{"name":"Gul Enes Elvin","is_ca":false},{"name":"Pérez-Riera Andrés Ricardo","is_ca":false},{"name":"Haseeb Sohaib","is_ca":true},{"name":"Abuelatta Reda","is_ca":false},{"name":"B Adrian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01750911689562771,"gpt":0.2797425947636131,"spread":0.2622334778679853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376969,0.0001996763,0.0007951508,0.0002371388,0.0001272226,0.00003998083,0.00005080626,0.0001548888,0.00001221137],"category_scores_gemma":[0.0002979962,0.0001693972,0.003241557,0.0001715934,0.00002652466,0.0003649164,0.00003233805,0.0001655544,0.00001311719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199219,"about_ca_system_score_gemma":0.0001451524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005734556,"about_ca_topic_score_gemma":6.425589e-7,"domain_scores_codex":[0.9982341,0.00007013907,0.0006571719,0.0002166283,0.0005864663,0.0002355198],"domain_scores_gemma":[0.9985592,0.0001923335,0.0004800951,0.000173309,0.0004893447,0.0001057374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01625245,0.00004799967,0.6035879,0.0005517231,0.01484693,0.0003138589,0.00468721,0.05383869,0.2654195,0.0005303653,0.001623601,0.03829982],"study_design_scores_gemma":[0.07054234,0.01019537,0.693406,0.001954044,0.01959914,0.01108084,0.00434533,0.005889434,0.0167539,0.001940765,0.1622588,0.002033976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904104,0.003377124,0.0007015668,0.0002367122,0.003804888,0.0008317775,0.00001355377,0.00002435705,0.0005996139],"genre_scores_gemma":[0.991179,0.0001035343,0.001544404,0.00002412692,0.006906265,7.470754e-7,0.00001843159,0.00003132844,0.0001921347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2486656,"threshold_uncertainty_score":0.6907818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900327604","doi":"10.4022/jafib.2060","title":"Contact-Force Guided Pulmonary Vein Isolation does not Improve Success Rate in Persistent Atrial Fibrillation Patients and Severe Left Atrial Enlargement: A 12-month Follow-Up Study","year":2018,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"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; Atrial fibrillation; Catheter ablation; Pulmonary vein; Ablation; Internal medicine; Cardiology; Catheter; Surgery","authors":[{"name":"Enes Elvin Gül","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03277445147100447,"gpt":0.3042422798127745,"spread":0.27146782834177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002277661,0.0004644819,0.001135277,0.0008110271,0.0003074228,0.0002002453,0.0001370661,0.0002952527,0.0001328297],"category_scores_gemma":[0.001495788,0.000369185,0.001251161,0.0003981737,0.00006610494,0.001425917,0.0001546203,0.0002522233,0.00001458042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844421,"about_ca_system_score_gemma":0.0002086261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001480107,"about_ca_topic_score_gemma":0.0001589115,"domain_scores_codex":[0.9949456,0.0005490405,0.00233183,0.0005575101,0.001159054,0.0004569271],"domain_scores_gemma":[0.9960456,0.0004911016,0.001977572,0.0003191577,0.0009253044,0.0002412451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03190971,0.00001256451,0.94884,0.0000761839,0.0007595182,0.00001648722,0.001499101,0.002247462,0.00347225,0.00005304597,0.00009415793,0.0110195],"study_design_scores_gemma":[0.06808073,0.01194181,0.8840761,0.0002805261,0.00269195,0.00005103507,0.001158101,0.02136753,0.0005615146,0.0002442601,0.0086972,0.0008492175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893782,0.0002760007,0.0001778502,0.001059607,0.005772351,0.00295923,0.00003068692,0.00004404253,0.0003020598],"genre_scores_gemma":[0.9753489,0.0002310886,0.0002608284,0.00004067159,0.02270823,2.922032e-7,0.0001026944,0.00005419496,0.001253021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0647639,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805632465","doi":"10.4022/jafib.1791","title":"Use of Intraprocedural Ibutilide During Stepwise Ablation of Long-Standing Persistent Atrial Fibrillation","year":2018,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Ibutilide; Medicine; Atrial fibrillation; Internal medicine; Cardiology; Sinus rhythm; Ablation; Catheter ablation; Catheter; Anesthesia; Surgery","authors":[{"name":"Damian Redfearn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08060752214342744,"gpt":0.3289592522821041,"spread":0.2483517301386767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007791138,0.000228419,0.0008191899,0.0007054465,0.0001284549,0.00004982146,0.0000765218,0.0001912166,0.0001298031],"category_scores_gemma":[0.001380005,0.0002014085,0.001429141,0.0006724261,0.0001239779,0.0009616911,0.00005446798,0.0001253803,0.000004632297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672534,"about_ca_system_score_gemma":0.0001828259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002287508,"about_ca_topic_score_gemma":0.000006640121,"domain_scores_codex":[0.9965937,0.0001324562,0.001880632,0.0002125231,0.0009371359,0.0002435418],"domain_scores_gemma":[0.9956532,0.0003563236,0.002397733,0.0002302925,0.001224785,0.0001376777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01995639,0.00000402643,0.8833934,0.0004027829,0.00107317,0.000008889939,0.0009431956,0.04703604,0.03124777,0.0002757572,0.0001138269,0.01554477],"study_design_scores_gemma":[0.01527834,0.004486877,0.9089905,0.001254758,0.003254812,0.0003276739,0.0005323605,0.02227033,0.03780616,0.0002581834,0.004979291,0.0005607195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995128,0.0006088906,0.00162374,0.0004984117,0.001396418,0.0006049975,0.00001131711,0.00002471332,0.0001035469],"genre_scores_gemma":[0.9828083,0.0003424686,0.001840678,0.000005130705,0.01474782,3.704963e-8,0.00002778707,0.00002941277,0.0001983788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02559712,"threshold_uncertainty_score":0.82132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214139183","doi":"10.4022/jafib.20200480","title":"Hemoptysis post Radiofrequency Ablation of Atrial Fibrillation","year":2020,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Radiofrequency ablation; Ablation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05152337613045049,"gpt":0.3162650365265096,"spread":0.2647416603960591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006583323,0.0002417575,0.0009101325,0.0004145381,0.00008971991,0.00004723253,0.000100949,0.0002091817,0.0003588361],"category_scores_gemma":[0.002046826,0.0002135794,0.001573184,0.0007883017,0.00005205378,0.0007135525,0.00004952334,0.0001691088,0.00003045334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001550665,"about_ca_system_score_gemma":0.000266864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002390652,"about_ca_topic_score_gemma":0.000001074362,"domain_scores_codex":[0.9966536,0.0001574441,0.001785968,0.000233489,0.0009565037,0.0002129668],"domain_scores_gemma":[0.9963076,0.0003635946,0.001976312,0.0001965126,0.0009182871,0.0002377203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01873281,0.000003702057,0.629909,0.0004256466,0.001457491,0.00002891473,0.001434162,0.09410393,0.04241981,0.001802459,0.001043211,0.2086388],"study_design_scores_gemma":[0.05138693,0.01319996,0.5052,0.0007672996,0.008682804,0.0005175655,0.0009829093,0.05614038,0.01719294,0.003427236,0.3407023,0.001799657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797447,0.002286461,0.002851351,0.01156459,0.001549887,0.0008343955,0.00001712122,0.0000625981,0.001088895],"genre_scores_gemma":[0.9642778,0.0009065733,0.004487438,0.00008043374,0.03003079,3.329845e-8,0.0000852677,0.00003711964,0.00009453326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3396591,"threshold_uncertainty_score":0.8709515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773798003","doi":"10.4022/jafib.1517","title":"High Voltage Guided Pulmonary Vein Isolation in Paroxysmal Atrial Fibrillation","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Paroxysmal atrial fibrillation; Ablation; Antrum; Cardiology; Internal medicine; Catheter ablation; Radiofrequency ablation; Fluoroscopy; Surgery","authors":[{"name":"Usama Boles","is_ca":false},{"name":"Enes Elvin Gül","is_ca":false},{"name":"Andrés Enríquez","is_ca":false},{"name":"Howard Lee","is_ca":false},{"name":"Dave Riegert","is_ca":true},{"name":"Adrián Andrés","is_ca":false},{"name":"Adrián Baranchuk","is_ca":false},{"name":"Damian Redfearn","is_ca":false},{"name":"Benedict M. Glover","is_ca":false},{"name":"Chris Simpson","is_ca":false},{"name":"Hoshiar Abdollah","is_ca":false},{"name":"Kevin Michael","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06134627571766954,"gpt":0.3436770704326816,"spread":0.2823307947150121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001561231,0.0002944977,0.0008855579,0.0006697295,0.0003346804,0.0002115607,0.0001818741,0.0003061378,0.0001670372],"category_scores_gemma":[0.00230951,0.000266757,0.001053971,0.0002745113,0.0000722468,0.001505523,0.0001023731,0.0002558535,0.00004389996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052346,"about_ca_system_score_gemma":0.0002249772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001733763,"about_ca_topic_score_gemma":0.00001834244,"domain_scores_codex":[0.9965434,0.0001475213,0.001786126,0.0003071476,0.0008837639,0.0003320629],"domain_scores_gemma":[0.9961148,0.0003023127,0.00246021,0.0005127967,0.0004366233,0.000173237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006144495,0.000002904462,0.9025528,0.00006690325,0.0002172132,0.00007940644,0.0001137866,0.03298927,0.00502458,0.001248611,0.0004598139,0.05110015],"study_design_scores_gemma":[0.0103149,0.0006575595,0.9308329,0.0002545739,0.0005024425,0.0001819982,0.00005045685,0.01568427,0.0004875484,0.002115534,0.03855015,0.0003677208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871446,0.0006759228,0.00181967,0.004611787,0.003738729,0.0008387286,0.000007609935,0.000042517,0.001120417],"genre_scores_gemma":[0.9608071,0.0004497354,0.002379332,0.00002198556,0.03547406,1.057632e-7,0.00006008653,0.00003990137,0.0007677315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05073243,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977596737","doi":"10.4022/jafib.2137","title":"Safe Delivery of Endoscopic Brachytherapy in a Patient with a Dual Chamber Pacemaker","year":2019,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Dysphagia; Brachytherapy; Esophageal cancer; Esophageal adenocarcinoma; Endoscopy; Radiology; Surgery; Adenocarcinoma; Radiation therapy; Cancer; Internal medicine","authors":[{"name":"Chang Nancy Wang","is_ca":true},{"name":"Cynthia Yeung","is_ca":true},{"name":"Andrés Enríquez","is_ca":true},{"name":"Adrián Baranchuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01061455529086122,"gpt":0.2558123755756992,"spread":0.245197820284838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001957828,0.00007648394,0.0003717315,0.0001682402,0.000008125291,0.000003410615,0.000006862716,0.00007435864,0.0001424218],"category_scores_gemma":[0.00003577525,0.00005136135,0.0001219093,0.0001458752,0.00001884151,0.0001067244,0.000008073144,0.0001178279,0.000009132363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004230683,"about_ca_system_score_gemma":0.0001203283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000166271,"about_ca_topic_score_gemma":0.000007038594,"domain_scores_codex":[0.9990519,0.00006742358,0.0004538188,0.00007822979,0.0002490341,0.00009958351],"domain_scores_gemma":[0.9991941,0.0000886873,0.0004300402,0.00008424273,0.0001578013,0.00004515156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0164911,0.00005359397,0.931519,0.0001184918,0.0001827416,0.001764003,0.001868309,0.003510685,0.02870249,0.0001134153,0.00009516547,0.01558096],"study_design_scores_gemma":[0.02718851,0.02076709,0.9263166,0.0008903397,0.0001910508,0.01162824,0.0002642671,0.0006385403,0.007889604,0.0002531388,0.003778106,0.0001945061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977624,0.0009590002,0.00002131818,0.0003391449,0.0003158342,0.0002495727,0.000001936638,0.000002451028,0.0003483586],"genre_scores_gemma":[0.9984154,0.000134081,0.0007118462,0.00005339396,0.000585735,1.343614e-7,0.00000253607,0.000008615101,0.00008832724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02081289,"threshold_uncertainty_score":0.2094455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886759818","doi":"10.4022/jafib.2054","title":"Risk Stratification of an Accessory Pathway Using Isoproterenol after Cardiac Arrest","year":2018,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"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","funders":"","keywords":"Risk stratification; Medicine; Atrial fibrillation; Ventricular fibrillation; Cardiology; Accessory pathway; Guideline; Internal medicine; Refractory period; Risk assessment; Catheter ablation; Pathology","authors":[{"name":"Martin Bernier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02745646577102437,"gpt":0.3155287439156697,"spread":0.2880722781446453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003658734,0.00009730403,0.0003479313,0.0001319542,0.00005420107,0.00002476203,0.00002631339,0.00008998426,0.00003774033],"category_scores_gemma":[0.0001075207,0.00007643384,0.0003600615,0.0001291949,0.00004487626,0.0003490797,0.00001034197,0.00008294638,0.000004350898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008277031,"about_ca_system_score_gemma":0.0001640331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006314596,"about_ca_topic_score_gemma":0.000005769979,"domain_scores_codex":[0.9988335,0.0001132744,0.0005290164,0.0001086747,0.0003195248,0.00009603336],"domain_scores_gemma":[0.9984438,0.00004019841,0.0007803905,0.0001864506,0.0004579485,0.00009116775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01664794,0.00008364775,0.5510834,0.0001210325,0.001819006,0.0000805364,0.001976681,0.001508826,0.09107946,0.00007775424,0.00007860134,0.3354431],"study_design_scores_gemma":[0.005729652,0.003732648,0.915446,0.0003674699,0.001915329,0.0001823389,0.0001902753,0.00221205,0.06605823,0.0008410869,0.003063382,0.0002615676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973112,0.0004462311,0.0004116557,0.00003669927,0.001311479,0.0002718554,0.00004601138,0.000005980311,0.0001588677],"genre_scores_gemma":[0.9880751,0.00007784295,0.002492491,0.000003399038,0.009314076,3.039174e-7,0.00001356541,0.00001392158,0.000009325468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643626,"threshold_uncertainty_score":0.3116882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2773555480","doi":"10.4022/jafib.1529","title":"Rhythm control for post-operative atrial fibrillation. Still a promising future?","year":2017,"lang":"en","type":"article","venue":"Journal of Atrial Fibrillation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Rhythm; Cardiology; Internal medicine; Heart Rhythm","authors":[{"name":"Amr Salah Omar","is_ca":false},{"name":"Abdulaziz Alkhulaifi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04383932799122701,"gpt":0.3550435215959983,"spread":0.3112041936047713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198391,0.0002970938,0.0009691061,0.0003264,0.0005957344,0.0003753123,0.0001453375,0.0002372673,0.00009122077],"category_scores_gemma":[0.002938953,0.00023706,0.001727445,0.0001165499,0.00007780434,0.001123526,0.00004772685,0.0001719923,0.0000173815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170275,"about_ca_system_score_gemma":0.0003652706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001384309,"about_ca_topic_score_gemma":0.000006100664,"domain_scores_codex":[0.9973065,0.0001186345,0.001289922,0.0002818606,0.0006835725,0.0003195152],"domain_scores_gemma":[0.9951032,0.0005239677,0.00232504,0.0004101554,0.001429715,0.0002078831],"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":[0.1158992,0.00001110878,0.4058878,0.0006224049,0.00665519,0.0001193204,0.002467943,0.05937223,0.02434478,0.01112792,0.004344079,0.369148],"study_design_scores_gemma":[0.07162997,0.005037539,0.2690546,0.000505864,0.003904393,0.0005832128,0.000413271,0.02014598,0.001183701,0.001985843,0.624611,0.0009446027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418761,0.002589107,0.01217434,0.02933562,0.00943809,0.003862747,0.00008474084,0.00007592396,0.0005633499],"genre_scores_gemma":[0.878542,0.0002771941,0.00559507,0.00007226504,0.1147178,2.839097e-7,0.00003892454,0.0000473945,0.0007090616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6202669,"threshold_uncertainty_score":0.9667025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}