{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":50,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":50,"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":"edac2acd9e39","filters":{"venue":"Cardiovascular Engineering and Technology"}},"results":[{"id":"W2890609830","doi":"10.1007/s13239-018-00374-2","title":"Real-World Variability in the Prediction of Intracranial Aneurysm Wall Shear Stress: The 2015 International Aneurysm CFD Challenge","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Intracranial Aneurysms: Treatment and Complications","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":"University of Toronto","funders":"Norges Forskningsråd; Heart and Stroke Foundation of Canada","keywords":"Computational fluid dynamics; Shear stress; Aneurysm; Shear (geology); Geology; Materials science; Environmental science; Medicine; Engineering; Aerospace engineering; Composite material; Radiology","authors":[{"name":"Kristian Valen‐Sendstad","is_ca":false},{"name":"Aslak W. Bergersen","is_ca":false},{"name":"Yuji Shimogonya","is_ca":false},{"name":"Leonid Goubergrits","is_ca":false},{"name":"Jan Bruening","is_ca":false},{"name":"Jordi Pallarès","is_ca":false},{"name":"Salvatore Cito","is_ca":false},{"name":"Şenol Pişkin","is_ca":false},{"name":"Kerem Pekkan","is_ca":false},{"name":"Arjan J. Geers","is_ca":false},{"name":"Ignacio Larrabide","is_ca":false},{"name":"Saikiran Rapaka","is_ca":false},{"name":"Viorel Mihalef","is_ca":false},{"name":"Wenyu Fu","is_ca":false},{"name":"Aike Qiao","is_ca":false},{"name":"Kartik Jain","is_ca":false},{"name":"Sabine Roller","is_ca":false},{"name":"Kent‐André Mardal","is_ca":false},{"name":"Ramji Kamakoti","is_ca":false},{"name":"Thomas A. Spirka","is_ca":false},{"name":"Neil Ashton","is_ca":false},{"name":"Alistair Revell","is_ca":false},{"name":"Nicolas Aristokleous","is_ca":false},{"name":"J. Graeme Houston","is_ca":false},{"name":"Masanori Tsuji","is_ca":false},{"name":"Fujimaro Ishida","is_ca":false},{"name":"Prahlad G. Menon","is_ca":false},{"name":"Leonard Browne","is_ca":false},{"name":"Stephen P. Broderick","is_ca":false},{"name":"Masaaki Shojima","is_ca":false},{"name":"Satoshi Koizumi","is_ca":false},{"name":"Michael C. Barbour","is_ca":false},{"name":"Alberto Aliseda","is_ca":false},{"name":"Hernán G. Morales","is_ca":false},{"name":"Thierry Léfèvre","is_ca":false},{"name":"Simona Hodis","is_ca":false},{"name":"Yahia M. Al-Smadi","is_ca":false},{"name":"Justin Tran","is_ca":false},{"name":"Alison L. Marsden","is_ca":false},{"name":"Sreeja Vaippummadhom","is_ca":false},{"name":"George Albert Einstein","is_ca":false},{"name":"Alistair Brown","is_ca":false},{"name":"Kristian Debus","is_ca":false},{"name":"Kuniyasu Niizuma","is_ca":false},{"name":"Sherif Rashad","is_ca":false},{"name":"Shin‐ichiro Sugiyama","is_ca":false},{"name":"Muhammad Owais Khan","is_ca":true},{"name":"Adam Updegrove","is_ca":false},{"name":"Shawn C. Shadden","is_ca":false},{"name":"Bart M. W. Cornelissen","is_ca":false},{"name":"Charles B.L.M. Majoie","is_ca":false},{"name":"Philipp Berg","is_ca":false},{"name":"Sylvia Saalfield","is_ca":false},{"name":"Kenichi Kono","is_ca":false},{"name":"David A. Steinman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009846205596632879,"gpt":0.2266322848450959,"spread":0.216786079248463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01619995,0.0008777542,0.0008953477,0.001301533,0.0007202392,0.002363086,0.001386311,0.001665799,0.0009972046],"category_scores_gemma":[0.05889128,0.0003654003,0.0009363935,0.0008698969,0.001081631,0.001579002,0.002714869,0.001594339,0.0004932699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009796596,"about_ca_system_score_gemma":0.001482758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197782,"about_ca_topic_score_gemma":0.003837976,"domain_scores_codex":[0.990285,0.00416391,0.0007714711,0.00216127,0.002199399,0.0004190154],"domain_scores_gemma":[0.9380161,0.04442403,0.005004804,0.005036294,0.005472761,0.002045984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001417782,0.0005588052,0.707042,0.0008090774,0.0005798592,0.0006456504,0.003329792,0.05888458,0.003955288,0.002656892,0.024278,0.1958423],"study_design_scores_gemma":[0.0001063838,0.0008382611,0.707083,0.0008971572,0.0002720864,0.001930422,0.003425117,0.2417145,0.007699725,0.0112122,0.0243713,0.0004497856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463234,0.002988415,0.03716682,0.004755774,0.0005391977,0.000140884,0.004107024,0.0005343477,0.003444155],"genre_scores_gemma":[0.9761213,0.0005795746,0.01677381,0.0004520892,0.0003160844,0.0001258668,0.005117202,0.0001713303,0.0003428598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01619995,"threshold_uncertainty_score":0.08567458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2896165005","doi":"10.1007/s13239-018-00385-z","title":"Evaluation of Peak Wall Stress in an Ascending Thoracic Aortic Aneurysm Using FSI Simulations: Effects of Aortic Stiffness and Peripheral Resistance","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"European Research Council","keywords":"Fluid–structure interaction; Ascending aorta; Newtonian fluid; Aneurysm; Shear stress; Mechanics; Materials science; Compressibility; Aortic pressure; Aorta; Medicine; Structural engineering; Hemodynamics; Cardiology; Surgery; Finite element method; Physics; Engineering","authors":[{"name":"Rossella Campobasso","is_ca":false},{"name":"Francesca Condemi","is_ca":true},{"name":"Magalie Viallon","is_ca":false},{"name":"Pierre Croisille","is_ca":false},{"name":"Salvatore Campisi","is_ca":false},{"name":"Stéphane Avril","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02131797267697682,"gpt":0.2898354678134964,"spread":0.2685174951365196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003719905,0.0006032955,0.0005630841,0.000415898,0.0005557874,0.0008747548,0.0008761837,0.001883477,0.00138447],"category_scores_gemma":[0.001959358,0.0004114445,0.0005874487,0.0003821312,0.0007432502,0.0004748509,0.0004472055,0.0008131604,0.0001723648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004100638,"about_ca_system_score_gemma":0.0008181417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00907761,"about_ca_topic_score_gemma":0.003798165,"domain_scores_codex":[0.999868,0.00003647707,0.000009554932,0.00001825165,0.00003582698,0.00003179848],"domain_scores_gemma":[0.9990548,0.0005917806,0.00008765168,0.00006683022,0.0001184132,0.00008051581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000275444,0.0002323704,0.004354777,0.00006758393,0.00003318668,0.0003044441,0.0001380499,0.984215,0.005997423,0.0008012212,0.0003007045,0.00327994],"study_design_scores_gemma":[0.00002002038,0.00006671972,0.001759214,0.000008039367,0.00001119156,0.00003686735,0.00004073864,0.9963296,0.001463654,0.0001410137,0.0001126941,0.00001020402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797707,0.0001580313,0.01310774,0.0002972518,0.00006778328,0.00005461592,0.0004666084,0.0002377195,0.005839544],"genre_scores_gemma":[0.9964879,0.00006527987,0.00250823,0.0000343105,0.00001412603,0.00002888578,0.000122742,0.00002893414,0.0007096227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00907761,"threshold_uncertainty_score":0.01804954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803372050","doi":"10.1007/s13239-018-0363-0","title":"The Roles of Matrix Stiffness and ß-Catenin Signaling in Endothelial-to-Mesenchymal Transition of Aortic Valve Endothelial Cells","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ted Rogers Centre for Heart Research; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Myofibroblast; Extracellular matrix; Cell biology; Wnt signaling pathway; Transforming growth factor; Mesenchymal stem cell; Fibrosis; Epithelial–mesenchymal transition; Heart valve; Chemistry; SMAD; Aortic valve; Signal transduction; Pathology; Biology; Medicine; Internal medicine; Transition (genetics); Biochemistry","authors":[{"name":"Aileen Zhong","is_ca":true},{"name":"Zahra Mirzaei","is_ca":true},{"name":"Craig A. Simmons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00426741339735374,"gpt":0.235438333017302,"spread":0.2311709196199482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002827575,0.0002209309,0.0001340009,0.0003315861,0.0004125157,0.0007699027,0.0002048633,0.0003825577,0.0008194595],"category_scores_gemma":[0.0002269233,0.0002081032,0.0002012339,0.0001592219,0.0002785919,0.000785065,0.0003340037,0.0005767975,0.0001266306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281542,"about_ca_system_score_gemma":0.0004842805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008930176,"about_ca_topic_score_gemma":0.001511691,"domain_scores_codex":[0.9998379,0.0000305431,0.00001548782,0.00002362746,0.00004367809,0.00004886538],"domain_scores_gemma":[0.9998845,0.00001763257,0.0000280511,0.00000774632,0.00002118487,0.0000408794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004530521,0.00007707613,0.002980916,0.0001036468,0.00002396874,0.0003109731,0.0001330549,0.0002235664,0.9866043,0.002020289,0.0001147064,0.006954416],"study_design_scores_gemma":[0.0001124144,0.0006865878,0.1620445,0.00006252887,0.0001640224,0.001934046,0.001400304,0.00860178,0.811055,0.00281161,0.01105962,0.00006762524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870449,0.009224588,0.0012786,0.000381188,0.00003718939,0.000007635984,0.0000857502,0.00001243445,0.001927857],"genre_scores_gemma":[0.9951599,0.002609153,0.0003306126,0.00005137173,0.00001122015,0.000006340377,0.00006446987,0.000001830143,0.001765061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008930176,"threshold_uncertainty_score":0.002741337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891940995","doi":"10.1007/s13239-018-00376-0","title":"Multiple Aneurysms AnaTomy CHallenge 2018 (MATCH): Phase I: Segmentation","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Segmentation; Aneurysm; Sphericity; Ostium; Artificial intelligence; Similarity (geometry); Computer science; Radiology; Medicine; Anatomy; Computer vision; Mathematics; Image (mathematics); Surgery; Geometry","authors":[{"name":"Philipp Berg","is_ca":false},{"name":"Samuel Voß","is_ca":false},{"name":"Sylvia Saalfeld","is_ca":false},{"name":"Gábor Janiga","is_ca":false},{"name":"Aslak W. Bergersen","is_ca":false},{"name":"Kristian Valen‐Sendstad","is_ca":false},{"name":"Jan Bruening","is_ca":false},{"name":"Leonid Goubergrits","is_ca":false},{"name":"Andreas Spuler","is_ca":false},{"name":"Nicole M Cancelliere","is_ca":true},{"name":"David A. Steinman","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"Tin Lok Chiu","is_ca":false},{"name":"Anderson Chun On Tsang","is_ca":false},{"name":"Bong Jae Chung","is_ca":false},{"name":"Juan R. Cebral","is_ca":false},{"name":"Salvatore Cito","is_ca":false},{"name":"Jordi Pallarès","is_ca":false},{"name":"Gabriele Copelli","is_ca":false},{"name":"Benjámin Csippa","is_ca":false},{"name":"György Paál","is_ca":false},{"name":"Soichiro Fujimura","is_ca":false},{"name":"Hiroyuki Takao","is_ca":false},{"name":"Simona Hodis","is_ca":false},{"name":"Georg Hille","is_ca":false},{"name":"Christof Karmonik","is_ca":false},{"name":"Saba Elias","is_ca":false},{"name":"Kerstin Kellermann","is_ca":false},{"name":"Muhammad Owais Khan","is_ca":false},{"name":"Alison L. Marsden","is_ca":false},{"name":"Hernán G. Morales","is_ca":false},{"name":"Şenol Pişkin","is_ca":false},{"name":"Ender A. Finol","is_ca":false},{"name":"Mariya Pravdivtseva","is_ca":false},{"name":"Hamidreza Rajabzadeh-Oghaz","is_ca":false},{"name":"Nikhil Paliwal","is_ca":false},{"name":"Hui Meng","is_ca":false},{"name":"Santhosh Seshadhri","is_ca":false},{"name":"Matthew J. Howard","is_ca":false},{"name":"Masaaki Shojima","is_ca":false},{"name":"Shin‐ichiro Sugiyama","is_ca":false},{"name":"Kuniyasu Niizuma","is_ca":false},{"name":"S. V. Sindeev","is_ca":false},{"name":"С. В. Фролов","is_ca":false},{"name":"Thomas Wagner","is_ca":false},{"name":"Alexander Brawanski","is_ca":false},{"name":"Yi Qian","is_ca":false},{"name":"Yu-An Wu","is_ca":false},{"name":"Kent Carlson","is_ca":false},{"name":"Dan Dragomir‐Daescu","is_ca":false},{"name":"Oliver Beuing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01034933366355145,"gpt":0.2405409363582528,"spread":0.2301916026947014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009289848,0.001489473,0.002438391,0.003185494,0.001960184,0.003875639,0.003636837,0.005989359,0.003815962],"category_scores_gemma":[0.02646624,0.0008469663,0.001775174,0.002191763,0.001097973,0.003158649,0.005909514,0.003560925,0.003618174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673139,"about_ca_system_score_gemma":0.006566128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199838,"about_ca_topic_score_gemma":0.01636413,"domain_scores_codex":[0.9959466,0.0008568846,0.0003271723,0.0008701338,0.001538224,0.0004610012],"domain_scores_gemma":[0.9911976,0.002720215,0.0005681957,0.00116562,0.002795234,0.001553012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002093033,0.002241335,0.01931625,0.003431511,0.0004964357,0.0009454694,0.0006531981,0.01851278,0.007741868,0.005351197,0.5484449,0.390772],"study_design_scores_gemma":[0.001837366,0.002661719,0.05168184,0.002280387,0.0007290906,0.007887425,0.002296104,0.1327976,0.02645436,0.02387753,0.7471779,0.0003187403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4012931,0.05674833,0.1751826,0.0833547,0.02106241,0.01089322,0.1758913,0.02012721,0.05544717],"genre_scores_gemma":[0.3125996,0.01440657,0.2978784,0.01565734,0.008322256,0.005086437,0.3186787,0.005443433,0.02192736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01199838,"threshold_uncertainty_score":0.04912996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901242044","doi":"10.1007/s13239-018-00393-z","title":"Editorial: Special Issue on Verification, Validation, and Uncertainty Quantification of Cardiovascular Models: Towards Effective VVUQ for Translating Cardiovascular Modelling to Clinical Utility","year":2018,"lang":"en","type":"editorial","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Uncertainty quantification; Model validation; Computer science; Management science; Risk analysis (engineering); Data science; Machine learning; Medicine; Engineering","authors":[{"name":"David A. Steinman","is_ca":true},{"name":"Francesco Migliavacca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01667526399157538,"gpt":0.2704872445657664,"spread":0.253811980574191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00922635,0.003532867,0.004309343,0.003004272,0.002359941,0.007614494,0.003164718,0.0150143,0.01223901],"category_scores_gemma":[0.04301864,0.001184935,0.002935795,0.001063705,0.00263512,0.003924792,0.001803248,0.0208426,0.008859891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817425,"about_ca_system_score_gemma":0.002677605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133185,"about_ca_topic_score_gemma":0.002947726,"domain_scores_codex":[0.9939283,0.001152891,0.001015593,0.0008148652,0.002809955,0.0002783534],"domain_scores_gemma":[0.9612479,0.02159884,0.002260443,0.001008734,0.01153033,0.00235378],"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":[0.00004515885,0.00001459765,0.00003188009,0.00023785,0.00003394009,0.0001133009,0.000009721441,0.0000549215,0.00005577182,0.000383639,0.9937815,0.005237839],"study_design_scores_gemma":[0.0001391388,0.00005092692,0.0003970058,0.0009663734,0.0001353404,0.0004258918,0.00004715548,0.0007211796,0.0002516774,0.003886501,0.992938,0.00004087046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002489871,0.003719438,0.0003517244,0.02009338,0.9750759,0.00001344808,0.00006044385,0.00005494397,0.0006058663],"genre_scores_gemma":[0.0003064545,0.002327966,0.0001976863,0.009955479,0.9840857,0.00001520744,0.00003041243,0.00003890202,0.003042185],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0150143,"threshold_uncertainty_score":0.04879421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3009552690","doi":"10.1007/s13239-020-00460-4","title":"Transcatheter Mitral Valve Replacement: State of the Art","year":2020,"lang":"en","type":"review","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Mitacs","keywords":"Mitral regurgitation; Valve replacement; Mitral valve replacement; Mitral valve; Heart valve; Medicine; Cardiology; Mitral valve repair; Internal medicine; Surgery","authors":[{"name":"Dylan Goode","is_ca":true},{"name":"Ruby Dhaliwal","is_ca":true},{"name":"Hadi Mohammadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009649639897351972,"gpt":0.2594624670655336,"spread":0.2498128271681817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008486046,0.0008891438,0.002175814,0.002175216,0.0002329088,0.001524485,0.0008845347,0.001277569,0.006443711],"category_scores_gemma":[0.001341899,0.0002430699,0.0007922559,0.002251473,0.0004103825,0.001362044,0.0007243393,0.00182454,0.001685511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005019535,"about_ca_system_score_gemma":0.001455447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038023,"about_ca_topic_score_gemma":0.002555774,"domain_scores_codex":[0.9997373,0.00004426282,0.00005009511,0.00005148248,0.00009247609,0.00002438883],"domain_scores_gemma":[0.9989723,0.0006517326,0.0001429582,0.00001601031,0.0001515605,0.00006549239],"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":[0.0001275016,0.00006822701,0.0001322942,0.03841457,0.0001268061,0.00008120073,0.00003326451,0.0002110683,0.0008296871,0.001820183,0.01808034,0.9400749],"study_design_scores_gemma":[0.00007558097,0.0002209289,0.00140739,0.02197344,0.0007735351,0.001125527,0.00009628595,0.0001986832,0.0003473407,0.002076892,0.9716672,0.00003724523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004214243,0.9993165,0.0000384321,0.0001569598,0.000101369,0.000001969091,0.00001357643,0.000003247492,0.000325761],"genre_scores_gemma":[0.0002762004,0.9992343,0.00007458196,0.0001360434,0.0001348077,0.000002282204,0.00001514842,5.804069e-7,0.0001260466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006443711,"threshold_uncertainty_score":0.02155638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953671187","doi":"10.1007/s13239-019-00422-5","title":"In-Vitro Pulsatile Flow Testing of Prosthetic Heart Valves: A Round-Robin Study by the ISO Cardiac Valves Working Group","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ViVitro Labs (Canada)","funders":"St. Jude Medical; U.S. Food and Drug Administration; U.S. Department of Health and Human Services","keywords":"Pulsatile flow; Cardiac valve; Geology; Aortic valve; Body orifice; Biomedical engineering; Internal medicine; Cardiology; Medicine; Anatomy","authors":[{"name":"Changfu Wu","is_ca":false},{"name":"Neelakantan Saikrishnan","is_ca":false},{"name":"Aaron Chalekian","is_ca":false},{"name":"Rob Fraser","is_ca":true},{"name":"Ornella Ieropoli","is_ca":false},{"name":"Stephen M. Retta","is_ca":false},{"name":"Russell Joseph","is_ca":false},{"name":"Shouyan Lee","is_ca":false},{"name":"Salvador Marquez","is_ca":false},{"name":"David Mester","is_ca":false},{"name":"Ning Pan","is_ca":false},{"name":"Sepehr Vatanpour","is_ca":false},{"name":"Ulrich Steinseifer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006454202456935536,"gpt":0.2295782213811111,"spread":0.2231240189241756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00723329,0.0009848465,0.0007962715,0.001074436,0.0007937279,0.0008683975,0.001122111,0.001363626,0.001452456],"category_scores_gemma":[0.004653621,0.0004580043,0.00106834,0.0006381056,0.001360234,0.0007104594,0.0007910357,0.0009388323,0.0006308432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348433,"about_ca_system_score_gemma":0.000431657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106028,"about_ca_topic_score_gemma":0.0007762189,"domain_scores_codex":[0.9956971,0.002365499,0.0003668679,0.0005077688,0.0008359463,0.0002267293],"domain_scores_gemma":[0.9928728,0.00321459,0.0005165657,0.001409387,0.001718552,0.0002680787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001553513,0.002157193,0.0108559,0.0001946462,0.00008751841,0.0002696168,0.001540961,0.000419843,0.9582346,0.0002485713,0.000293544,0.02414409],"study_design_scores_gemma":[0.0003039473,0.03106139,0.09721041,0.0001069048,0.0004688534,0.002794587,0.001547863,0.003734532,0.8560981,0.0002947869,0.006254971,0.0001237458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759932,0.002764019,0.01761502,0.0001756958,0.0001229167,0.0004664369,0.0002712064,0.0000866203,0.002504942],"genre_scores_gemma":[0.9802988,0.002178269,0.01329544,0.0003863682,0.00007879204,0.0003536927,0.0008893683,0.00009341888,0.002425906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00723329,"threshold_uncertainty_score":0.03825378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558309482","doi":"10.1007/s13239-016-0287-5","title":"The Relationship Between Pulsatile Flow Impingement and Intraluminal Thrombus Deposition in Abdominal Aortic Aneurysms","year":2016,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"Western Canada Research Grid; University of Manitoba","keywords":"Pulsatile flow; Thrombus; Shear stress; Abdominal aortic aneurysm; Vortex; Blood flow; Materials science; Abdominal aorta; Aneurysm; Aorta; Turbulence; Biomedical engineering; Medicine; Cardiology; Anatomy; Radiology; Mechanics; Composite material; Physics","authors":[{"name":"Richard J. Lozowy","is_ca":true},{"name":"D. Kuhn","is_ca":true},{"name":"Annie A. Ducas","is_ca":true},{"name":"April J. Boyd","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01044154149037631,"gpt":0.2242944619326858,"spread":0.2138529204423095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222721,0.0002469014,0.000249575,0.001439714,0.0002948264,0.001329906,0.0003665792,0.0008390585,0.002816856],"category_scores_gemma":[0.009293407,0.0003089949,0.000307233,0.0009094368,0.0008264907,0.0007374504,0.0003998781,0.0008570701,0.0003271383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024101,"about_ca_system_score_gemma":0.0002560826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003523648,"about_ca_topic_score_gemma":0.0002348352,"domain_scores_codex":[0.9995153,0.0001921548,0.00008635271,0.00004888811,0.00009478899,0.0000624422],"domain_scores_gemma":[0.9914067,0.004637291,0.002881543,0.0003437492,0.0003603485,0.0003703551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002857293,0.0002556249,0.9641659,0.0001068125,0.0001231214,0.00341525,0.000303591,0.0002774266,0.008322372,0.0002866884,0.0001158195,0.01977002],"study_design_scores_gemma":[0.00003245539,0.0006710168,0.9897435,0.00002027016,0.0001466917,0.005352684,0.0003628182,0.001065227,0.001872297,0.0003437422,0.0003735191,0.00001569733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965934,0.002216225,0.0003951251,0.00009028903,0.00002464902,0.000005400325,0.00002403274,0.000004664975,0.0006462668],"genre_scores_gemma":[0.9988956,0.0005691342,0.0002322745,0.00002038474,0.0001003427,0.000003676166,0.00002094733,0.000001664552,0.0001557084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002816856,"threshold_uncertainty_score":0.009423316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217254956","doi":"10.1007/s13239-021-00596-x","title":"Predictive Model for Thrombus Formation After Transcatheter Valve Replacement","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; American Heart Association","keywords":"Thrombus; Thrombosis; Cardiology; Medicine; Valve replacement; Internal medicine; Radiology; Stenosis","authors":[{"name":"Hoda Hatoum","is_ca":false},{"name":"Shelly Singh-Gryzbon","is_ca":false},{"name":"Fateme Esmailie","is_ca":false},{"name":"Philipp Ruile","is_ca":false},{"name":"Franz‐Josef Neumann","is_ca":false},{"name":"Philipp Blanke","is_ca":true},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Ajit P. Yoganathan","is_ca":false},{"name":"Lakshmi Prasad Dasi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007026922181425137,"gpt":0.2368772319907739,"spread":0.2298503098093488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114445,0.0009397719,0.001340618,0.000962556,0.0004139571,0.001373457,0.00156839,0.001969781,0.002502211],"category_scores_gemma":[0.003700691,0.0006100932,0.0009961079,0.0004747456,0.0006378259,0.000718711,0.0006865927,0.002078803,0.0005391085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008275037,"about_ca_system_score_gemma":0.001043017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187198,"about_ca_topic_score_gemma":0.00931354,"domain_scores_codex":[0.9996771,0.0000539949,0.00001921462,0.0001068077,0.00006244094,0.00008048318],"domain_scores_gemma":[0.9972294,0.001931431,0.0003337999,0.00009616048,0.0003358601,0.00007331288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001077692,0.00006361978,0.003496883,0.00003480542,0.00005145041,0.0001306869,0.00002084398,0.9873888,0.0005589144,0.001442142,0.0004968511,0.006207193],"study_design_scores_gemma":[0.000003747657,0.00001079758,0.0004287524,0.000002052336,0.000008196375,0.0000117228,0.000001547316,0.9990423,0.0000971888,0.0003602224,0.00003036852,0.000003040049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5029946,0.002152193,0.4838335,0.001833644,0.0004579278,0.0001297411,0.002429788,0.001547137,0.004621626],"genre_scores_gemma":[0.9927261,0.0002513776,0.003481225,0.00006423374,0.00006035577,0.00005756052,0.0005469454,0.00001897612,0.002793254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0187198,"threshold_uncertainty_score":0.03722167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220686199","doi":"10.1007/s13239-022-00615-5","title":"Deep Learning Forecasts the Occurrence of Sleep Apnea from Single-Lead ECG","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deep learning; Sleep apnea; Apnea; Multilayer perceptron; Lead (geology); Artificial intelligence; Computer science; Machine learning; Obstructive sleep apnea; Sleep (system call); Artificial neural network; Medicine; Internal medicine","authors":[{"name":"Mahsa Bahrami","is_ca":false},{"name":"Mohamad Forouzanfar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0104971627099006,"gpt":0.2095542100894876,"spread":0.199057047379587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004036337,0.0005172441,0.0004586995,0.0006404845,0.0001184831,0.0003629505,0.00031191,0.0005977773,0.0006106013],"category_scores_gemma":[0.002376853,0.0002048977,0.0003837032,0.0004319573,0.0001356851,0.0003435794,0.0002896216,0.0008253905,0.0002798276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459858,"about_ca_system_score_gemma":0.0003178098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005130481,"about_ca_topic_score_gemma":0.007405152,"domain_scores_codex":[0.9998719,0.00001891442,0.0000103759,0.00004538761,0.00002443987,0.00002897884],"domain_scores_gemma":[0.9992085,0.0004813723,0.00008100962,0.00004834151,0.0001192957,0.00006150251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001236219,0.0007587031,0.3230299,0.0001809442,0.0003806805,0.0006801224,0.00009185266,0.3526421,0.0202912,0.001088599,0.0079905,0.2916293],"study_design_scores_gemma":[0.000007725183,0.00005988407,0.03138054,0.000009071468,0.0000196593,0.0001199515,0.00001285752,0.9664881,0.00114722,0.000578979,0.0001698024,0.000006273144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087082,0.001208829,0.08533578,0.0006813747,0.0002900441,0.00002971739,0.002130263,0.0005037896,0.001112054],"genre_scores_gemma":[0.994534,0.0002223597,0.003638851,0.00004994653,0.00009544429,0.000005638518,0.0008953365,0.000007440035,0.0005509668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005130481,"threshold_uncertainty_score":0.01020122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900055032","doi":"10.1007/s13239-018-00390-2","title":"Steady Flow in a Patient-Averaged Inferior Vena Cava—Part I: Particle Image Velocimetry Measurements at Rest and Exercise Conditions","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Food and Drug Administration; U.S. Department of Health and Human Services; National Institutes of Health; Pennsylvania State University; Hamilton Health Sciences Foundation; University of Pennsylvania","keywords":"Particle image velocimetry; Rest (music); Inferior vena cava; Flow (mathematics); Particle (ecology); Velocimetry; Mechanics; Computer science; Medicine; Physics; Acoustics; Radiology; Geology; Turbulence","authors":[{"name":"Maureen Gallagher","is_ca":false},{"name":"Kenneth I. Aycock","is_ca":false},{"name":"Brent A. Craven","is_ca":false},{"name":"Keefe B. Manning","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065011072106043,"gpt":0.2160651455789635,"spread":0.2054150348579031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003669166,0.0002090032,0.0004244235,0.0004172139,0.0003345419,0.0008017229,0.0002270167,0.0006093782,0.001081533],"category_scores_gemma":[0.001002351,0.0002057159,0.0002625761,0.0003797862,0.0004585115,0.0004126944,0.0002696398,0.0003914183,0.000192908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002221925,"about_ca_system_score_gemma":0.0003146401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002621491,"about_ca_topic_score_gemma":0.001546394,"domain_scores_codex":[0.9998287,0.00004382815,0.00001839155,0.00004563617,0.00003910243,0.00002437674],"domain_scores_gemma":[0.9997572,0.0001197443,0.00002227052,0.00004174445,0.00003097073,0.00002798819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008100768,0.0005781123,0.2247091,0.000270416,0.0002957801,0.001650907,0.001900694,0.009698336,0.647469,0.001333023,0.002013786,0.10198],"study_design_scores_gemma":[0.00008847763,0.001914611,0.8611476,0.00002986352,0.0001944575,0.003843099,0.0004842439,0.02534927,0.1036848,0.0003080208,0.002865291,0.00009023939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914373,0.0003419993,0.006721431,0.00004833643,0.00001872457,0.00003714494,0.0004869961,0.00009651796,0.0008115677],"genre_scores_gemma":[0.9970399,0.0001065164,0.002219761,0.00002650447,0.00001665925,0.0000274109,0.0003228206,0.00003378361,0.0002067256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002621491,"threshold_uncertainty_score":0.005212426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958155696","doi":"10.1007/s13239-019-00424-3","title":"A Virtual Comparison of the eCLIPs Device and Conventional Flow-Diverters as Treatment for Cerebral Bifurcation Aneurysms","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":24,"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":"Flow diverter; Aneurysm; Occlusion; Stent; Inflow; Lumen (anatomy); Bifurcation; Medicine; Materials science; Radiology; Biomedical engineering; Cardiology; Internal medicine; Mechanics; Physics","authors":[{"name":"Thomas Peach","is_ca":false},{"name":"Donald R. Ricci","is_ca":true},{"name":"Yiannis Ventikos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01131698840706911,"gpt":0.2292738974299336,"spread":0.2179569090228645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059519,0.0002460024,0.0006836421,0.0006163953,0.0001632779,0.0006155813,0.000327812,0.000357156,0.00109755],"category_scores_gemma":[0.0008815344,0.0001621839,0.0003659083,0.0002265775,0.0005149696,0.0004125833,0.0004403835,0.000243705,0.0002411466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266111,"about_ca_system_score_gemma":0.0002459972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002723405,"about_ca_topic_score_gemma":0.0003853578,"domain_scores_codex":[0.9997101,0.00006754835,0.0000353153,0.00004304692,0.0001110241,0.00003292028],"domain_scores_gemma":[0.9997461,0.0001009303,0.00004948884,0.00004315152,0.00002780699,0.00003251847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.02144077,0.00174444,0.04514056,0.002081509,0.000587657,0.004377878,0.001046662,0.02380415,0.4004663,0.005001763,0.002823879,0.4914845],"study_design_scores_gemma":[0.003746561,0.1967082,0.3645531,0.0006863215,0.001812281,0.02650052,0.001592193,0.0839823,0.2567961,0.004007237,0.05923983,0.0003754022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914487,0.002682339,0.003761397,0.0001211667,0.0001101119,0.00003679119,0.0001075153,0.00007065421,0.001661225],"genre_scores_gemma":[0.992771,0.001778092,0.004635785,0.00007926783,0.00007643343,0.00003458928,0.0001269693,0.00002040618,0.0004774509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00109755,"threshold_uncertainty_score":0.003671706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122079197","doi":"10.1007/s13239-020-00517-4","title":"Similar but Distinct Roles of Membrane and Interior Fluid Viscosities in Capsule Dynamics in Shear Flows","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Blood properties and coagulation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscoelasticity; Viscosity; Membrane; Mechanics; Shear rate; Shear stress; Viscous liquid; Materials science; Elasticity (physics); Deformation (meteorology); Chemistry; Thermodynamics; Composite material; Physics","authors":[{"name":"Li Ping","is_ca":true},{"name":"Junfeng Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004356919264635828,"gpt":0.1766146850466063,"spread":0.1722577657819705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005795399,0.000578931,0.0004737904,0.000813441,0.0005583423,0.001480464,0.0004203443,0.0006900734,0.002442795],"category_scores_gemma":[0.003095066,0.0004759223,0.0005143851,0.0002022941,0.001366422,0.00217616,0.0007112931,0.001027237,0.0003282104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849903,"about_ca_system_score_gemma":0.0002861595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003506443,"about_ca_topic_score_gemma":0.0002896835,"domain_scores_codex":[0.9997614,0.00004993763,0.00001451337,0.00006498762,0.0000473862,0.00006170785],"domain_scores_gemma":[0.9988871,0.0005056335,0.0001444039,0.0001335676,0.0001185635,0.0002106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001010546,0.0002922927,0.008401114,0.0003206055,0.00007842253,0.0004491908,0.001508245,0.01204636,0.8891059,0.05754593,0.0007699266,0.02847149],"study_design_scores_gemma":[0.0003037066,0.000588553,0.1493685,0.0002252505,0.0002192567,0.001009447,0.001708967,0.355287,0.4511171,0.03474078,0.004806847,0.0006245758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386189,0.001458247,0.04664794,0.0005024697,0.0002110225,0.00007323506,0.000202638,0.0001856255,0.0120999],"genre_scores_gemma":[0.9951499,0.0003546152,0.00312605,0.00004752873,0.00003211624,0.00002705509,0.00004507463,0.00005478261,0.001162778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002442795,"threshold_uncertainty_score":0.008171976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2278922170","doi":"10.1007/s13239-015-0250-x","title":"An In Vitro Hemodynamic Flow System to Study the Effects of Quantified Shear Stresses on Endothelial Cells","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Pulsatile flow; Laminar flow; Turbulence; Flow (mathematics); Mechanics; Shear stress; Hemodynamics; Open-channel flow; Laser Doppler velocimetry; Reynolds number; Materials science; Physics; Blood flow; Medicine; Cardiology","authors":[{"name":"Hamed Avari","is_ca":true},{"name":"Eric Savory","is_ca":true},{"name":"Kem A. Rogers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007375059024632365,"gpt":0.224345706470377,"spread":0.2169706474457446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028615,0.0004883073,0.0004857474,0.0003735874,0.000589331,0.0005017244,0.0006104838,0.0007247985,0.001418018],"category_scores_gemma":[0.0004400612,0.0003008876,0.0004810906,0.000275651,0.0003057961,0.0003695516,0.0003618661,0.001141402,0.0002715442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995539,"about_ca_system_score_gemma":0.0005830531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272757,"about_ca_topic_score_gemma":0.001900807,"domain_scores_codex":[0.999487,0.0001549183,0.00003996539,0.0001224538,0.0001266046,0.0000689349],"domain_scores_gemma":[0.9995684,0.0001740711,0.00007068444,0.00007553473,0.00005653688,0.00005487325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009804499,0.0001736304,0.0002994879,0.00003804934,0.000007632996,0.0000240695,0.00003075282,0.0002075381,0.9976485,0.00013056,0.0001126925,0.001229133],"study_design_scores_gemma":[0.00005288086,0.001602733,0.007017439,0.000009929303,0.00007572472,0.0001430607,0.00002880143,0.006758076,0.9818395,0.0001182564,0.002332985,0.00002051508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217218,0.001858249,0.07114139,0.0004620041,0.000562345,0.0002828624,0.00154246,0.0004412756,0.001987738],"genre_scores_gemma":[0.9271009,0.001862517,0.0650209,0.0005524977,0.0002200282,0.0008016974,0.00149311,0.00007435325,0.002874019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001418018,"threshold_uncertainty_score":0.005439878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977584826","doi":"10.1007/s13239-010-0025-3","title":"Segmented Symbolic Dynamics for Risk Stratification in Patients with Ischemic Heart Failure","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"Deutscher Akademischer Austauschdienst","keywords":"Multivariate statistics; Heart failure; Univariate; Cardiology; Internal medicine; Risk stratification; Medicine; Multivariate analysis; Symbolic dynamics; Heart rate variability; Mathematics; Statistics; Heart rate; Blood pressure","authors":[{"name":"Andreas Voss","is_ca":false},{"name":"Rico Schroeder","is_ca":false},{"name":"P. Caminal","is_ca":false},{"name":"Montserrat Vallverdú","is_ca":false},{"name":"Héléna Brunel","is_ca":false},{"name":"Iwona Cygankiewicz","is_ca":true},{"name":"Rafael Vázquez","is_ca":false},{"name":"Antoni Bayés de Luna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001517923409709746,"gpt":0.1631603009727703,"spread":0.1616423775630606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002882435,0.0004305501,0.0004489237,0.001146086,0.0002233058,0.0008610053,0.0002074685,0.0003776019,0.002221549],"category_scores_gemma":[0.002464913,0.0001163819,0.0002310322,0.000451142,0.0001742964,0.0003764338,0.0003948114,0.0003704604,0.0003139398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241847,"about_ca_system_score_gemma":0.000386913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177876,"about_ca_topic_score_gemma":0.002462504,"domain_scores_codex":[0.999874,0.00004857716,0.00001005874,0.00002201846,0.00002644071,0.00001889589],"domain_scores_gemma":[0.9995087,0.0003049584,0.00004057036,0.00003392869,0.00006017363,0.00005173182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008802634,0.0005780213,0.287781,0.0002525923,0.0004146837,0.001131123,0.0007229125,0.05918984,0.03199553,0.0052819,0.005844916,0.5980048],"study_design_scores_gemma":[0.0001856348,0.0007321938,0.297653,0.00010383,0.0002155353,0.0007274719,0.0006198753,0.6782289,0.004823068,0.0142283,0.002407587,0.00007454272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355569,0.0009582503,0.05775264,0.0006200491,0.0001482813,0.00006618432,0.001612627,0.0003702359,0.002914748],"genre_scores_gemma":[0.9916545,0.0001617793,0.007283678,0.00002953036,0.00005014382,0.0000292118,0.0004235198,0.00001580444,0.0003518318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002221549,"threshold_uncertainty_score":0.007431865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594636365","doi":"10.1007/s13239-017-0299-9","title":"Effect of Loss of Heart Rate Variability on T-Wave Heterogeneity and QT Variability in Heart Failure Patients: Implications in Ventricular Arrhythmogenesis","year":2017,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"Australian Research Council; National Heart Foundation of Australia","keywords":"Cardiology; Repolarization; Internal medicine; Heart rate variability; Medicine; QRS complex; QT interval; Heart rate; Ventricular tachycardia; Electrocardiography; Ventricular Repolarization; Electrophysiology; Blood pressure","authors":[{"name":"Sachin Nayyar","is_ca":false},{"name":"Muhammad A. Hasan","is_ca":true},{"name":"Kurt C. Roberts‐Thomson","is_ca":false},{"name":"Thomas Sullivan","is_ca":false},{"name":"Mathias Baumert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003901068595043894,"gpt":0.2128222531607768,"spread":0.2089211845657329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298606,0.0002212436,0.0006017312,0.0002347517,0.0002054742,0.0006570347,0.000208727,0.0005161776,0.00150297],"category_scores_gemma":[0.00671852,0.0001013189,0.000512942,0.0002446113,0.0003168402,0.0006053673,0.0004072267,0.000868249,0.0001598101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001515148,"about_ca_system_score_gemma":0.0001888344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004036872,"about_ca_topic_score_gemma":0.0003826887,"domain_scores_codex":[0.9993817,0.0002507772,0.00007079847,0.0001056204,0.0001214697,0.0000696516],"domain_scores_gemma":[0.9946086,0.003538286,0.0006629272,0.0004981337,0.0001670989,0.0005249545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0437699,0.00138736,0.8445972,0.0002183583,0.002286864,0.001590786,0.0003186192,0.002487859,0.02744362,0.0004895178,0.0004590455,0.07495082],"study_design_scores_gemma":[0.00006696955,0.001656995,0.9957333,0.000006157877,0.0002058637,0.0003339396,0.00004487748,0.001106518,0.0005668484,0.0001414175,0.0001297505,0.000007406801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976702,0.0006050217,0.0006847078,0.0001345245,0.00002746061,0.000007679718,0.0001128979,0.0000093552,0.0007481634],"genre_scores_gemma":[0.9996663,0.00005581214,0.0001006285,0.00002720438,0.00002648475,0.000003426572,0.00004595226,0.000004282068,0.00006994039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00150297,"threshold_uncertainty_score":0.006867766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2516745109","doi":"10.1007/s13239-016-0279-5","title":"Effects of Leaflet Design on Transvalvular Gradients of Bioprosthetic Heart Valves","year":2016,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; Libin Cardiovascular Institute of Alberta; Alberta Health; University of Calgary","funders":"","keywords":"Curvature; Geometry; Leaflet (botany); Mechanics; Materials science; Arch; von Mises yield criterion; Finite element method; Mathematics; Structural engineering; Physics; Engineering; Geology","authors":[{"name":"Yaghoub Dabiri","is_ca":true},{"name":"Janet L. Ronsky","is_ca":true},{"name":"Imtiaz S. Ali","is_ca":true},{"name":"Ameen Basha","is_ca":true},{"name":"Alisha Bhanji","is_ca":true},{"name":"Kishan Narine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004681592530280898,"gpt":0.2186146696611087,"spread":0.2139330771308278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000888195,0.0004760841,0.0004417525,0.0003565877,0.0002501815,0.001020566,0.000268574,0.000542896,0.002024774],"category_scores_gemma":[0.00393471,0.0003272459,0.000325622,0.0002207267,0.0004230001,0.0006144102,0.0003050001,0.0004615106,0.0004278592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132237,"about_ca_system_score_gemma":0.0001773223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203223,"about_ca_topic_score_gemma":0.0002169497,"domain_scores_codex":[0.999323,0.0003153273,0.00008021357,0.00009106255,0.00009595649,0.00009456247],"domain_scores_gemma":[0.9958423,0.002633864,0.0005594685,0.0002761328,0.0003408405,0.0003473507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01528682,0.001262699,0.011638,0.0002408201,0.0001331106,0.0004805905,0.0003954756,0.00410693,0.9463581,0.0002037382,0.0001402537,0.01975341],"study_design_scores_gemma":[0.0009787815,0.02613731,0.1332708,0.00009784907,0.0008664571,0.002075086,0.0008225999,0.02462891,0.8078068,0.0006752642,0.002495416,0.0001447088],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982991,0.0003856328,0.0009380852,0.00002009798,0.00002418331,0.000006040964,0.00002580647,0.00001557077,0.0002856735],"genre_scores_gemma":[0.9990048,0.0000911697,0.0005388868,0.0000281719,0.00001270249,0.000004200631,0.0000276096,0.00003061255,0.0002619331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002024774,"threshold_uncertainty_score":0.006773531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124581047","doi":"10.1007/s13239-021-00519-w","title":"Proper Orthogonal Decomposition Analysis of the Flow Downstream of a Dysfunctional Bileaflet Mechanical Aortic Valve","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Particle image velocimetry; Aortic valve; Dysfunctional family; Shear stress; Cardiology; Materials science; Mechanics; Medicine; Physics; Composite material; Turbulence","authors":[{"name":"Ahmed Darwish","is_ca":true},{"name":"Giuseppe Di Labbio","is_ca":true},{"name":"Wael Saleh","is_ca":true},{"name":"Lyes Kadem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004051751392637006,"gpt":0.1699845303660164,"spread":0.1659327789733794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003533655,0.0004469459,0.0003069592,0.0005285685,0.0002781848,0.0007581991,0.0002221876,0.0004161611,0.001372084],"category_scores_gemma":[0.000585281,0.0001689631,0.0003349127,0.0002838465,0.0003415791,0.0004453229,0.0003153437,0.0006068416,0.0002059155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893982,"about_ca_system_score_gemma":0.0004734417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001450706,"about_ca_topic_score_gemma":0.001311435,"domain_scores_codex":[0.9999239,0.0000195161,0.000005019373,0.0000127654,0.00002177503,0.0000169384],"domain_scores_gemma":[0.9997621,0.00008225676,0.00003220702,0.0000244714,0.00006768825,0.00003125204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001314889,0.000589466,0.01446547,0.0001991624,0.0001064486,0.001711038,0.0004151614,0.3310094,0.4430382,0.03864614,0.003732925,0.1647716],"study_design_scores_gemma":[0.000006962656,0.00004492345,0.005087803,0.000004608351,0.000009490122,0.0001026786,0.0000476222,0.9844767,0.00832577,0.001462567,0.0004181043,0.00001271242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6080967,0.0001654792,0.3886067,0.0003114973,0.00008290114,0.00002643032,0.0002233198,0.0003561417,0.002130893],"genre_scores_gemma":[0.9367887,0.0002057544,0.05985108,0.00004328839,0.00003825397,0.00001783356,0.0002753669,0.00009590495,0.002683715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001450706,"threshold_uncertainty_score":0.004590034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994074935","doi":"10.1007/s13239-019-00447-w","title":"The Implementation of an Adjustable Afterload Module for Ex Situ Heart Perfusion","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; Ted Rogers Centre for Heart Research; University of Toronto","funders":"Toronto General and Western Hospital Foundation","keywords":"Afterload; Cardiology; Compliance (psychology); Perfusion; Resistor; Internal medicine; Diastole; Biomedical engineering; Materials science; Medicine; Hemodynamics; Aortic pressure; Blood pressure; Engineering; Electrical engineering","authors":[{"name":"B. Gellner","is_ca":true},{"name":"Liming Xin","is_ca":true},{"name":"Roberto Vanin Pinto Ribeiro","is_ca":true},{"name":"V. Bissoondath","is_ca":true},{"name":"Pengzhou Lu","is_ca":true},{"name":"M. Adamson","is_ca":true},{"name":"Frank Yu","is_ca":true},{"name":"E. Paradiso","is_ca":true},{"name":"Jean W. Zu","is_ca":true},{"name":"Craig A. Simmons","is_ca":true},{"name":"Mitesh Badiwala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004176310260647973,"gpt":0.1980501217411337,"spread":0.1938738114804857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124931,0.0004017992,0.0002370279,0.0002608919,0.0002239241,0.0005154371,0.0008124444,0.0005278488,0.002887595],"category_scores_gemma":[0.0004607142,0.0001688652,0.0003480014,0.0000943195,0.0001991563,0.0005250696,0.0004748805,0.000573942,0.0006570645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140523,"about_ca_system_score_gemma":0.0002450954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001214838,"about_ca_topic_score_gemma":0.0001617229,"domain_scores_codex":[0.9997687,0.00002748894,0.00002207539,0.00006691318,0.00007512554,0.00003984283],"domain_scores_gemma":[0.9996812,0.00007536581,0.0000589656,0.00006567971,0.00005965412,0.00005904404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005239891,0.0003027225,0.003361906,0.0002057103,0.00004345003,0.0005719408,0.0001330737,0.0008919993,0.9093307,0.0007614493,0.000888481,0.08298449],"study_design_scores_gemma":[0.0001680861,0.004412905,0.03365324,0.0000491286,0.0001395294,0.003656259,0.00006042005,0.02341938,0.9085449,0.0004526722,0.02533519,0.0001082827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6688225,0.0005896359,0.3209769,0.0004973993,0.0006870558,0.0002401279,0.0003782858,0.003401716,0.004406449],"genre_scores_gemma":[0.9417791,0.0002179081,0.0523457,0.0002990796,0.0001872944,0.0001294204,0.0002138271,0.000241688,0.00458602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887595,"threshold_uncertainty_score":0.009660006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2811118789","doi":"10.1007/s13239-018-0364-z","title":"Transcatheter Mitral Valve Replacement: Functional Requirements for Device Design, Bench-Top, and Pre-Clinical Evaluation","year":2018,"lang":"en","type":"review","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Neovasc Tiara (Canada)","funders":"","keywords":"Mitral valve replacement; Valve replacement; Mitral regurgitation; Mitral valve; Medicine; Population; Cardiology; Engineering; Internal medicine","authors":[{"name":"Ramji Iyer","is_ca":false},{"name":"Aaron Chalekian","is_ca":true},{"name":"Randy Lane","is_ca":false},{"name":"Mike Evans","is_ca":false},{"name":"Seung‐Muk Yi","is_ca":false},{"name":"John Morris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08163461070565486,"gpt":0.3842249555153279,"spread":0.302590344809673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00537396,0.001087107,0.002746346,0.001896842,0.0002604525,0.002570113,0.001557359,0.001743968,0.002265298],"category_scores_gemma":[0.005989288,0.0004342679,0.001033943,0.00115072,0.0008216759,0.002175004,0.0008733848,0.002403398,0.001295721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207192,"about_ca_system_score_gemma":0.003026282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006882823,"about_ca_topic_score_gemma":0.001236371,"domain_scores_codex":[0.9982011,0.000336711,0.0003767832,0.0001779506,0.0008241243,0.00008330536],"domain_scores_gemma":[0.9934511,0.00428671,0.0006700485,0.0001818507,0.00127815,0.0001320496],"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":[0.0001157654,0.0001358045,0.0004176827,0.03342112,0.000101538,0.0001585534,0.00008872723,0.0006973123,0.005271471,0.006795522,0.008184517,0.9446119],"study_design_scores_gemma":[0.00009079157,0.0007973845,0.003547898,0.02673187,0.0006546345,0.002651629,0.00025367,0.001039136,0.005140814,0.007731789,0.9512445,0.0001159471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005723726,0.9953178,0.001421748,0.0008624158,0.0002247458,0.00003631952,0.00006250913,0.00001791603,0.00148431],"genre_scores_gemma":[0.003675858,0.9900102,0.004498726,0.0006847571,0.0004206489,0.00005537238,0.0001692747,0.00001033715,0.000474776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00537396,"threshold_uncertainty_score":0.02842051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005846402","doi":"10.1007/s13239-014-0179-5","title":"Investigating the Effect of Blood Sample Volume in the Chandler Loop Model: Theoretical and Experimental Analysis","year":2014,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Platelet; Platelet aggregation; Shear stress; Platelet activation; Mean platelet volume; Volume (thermodynamics); In vitro; Chemistry; Biocompatibility; Biomedical engineering; Microparticle; Stent; Biophysics; Materials science; Surgery; Internal medicine; Composite material; Medicine; Thermodynamics; Engineering; Chemical engineering; Biology; Physics; Biochemistry","authors":[{"name":"Tidimogo Gaamangwe","is_ca":true},{"name":"Sean D. Peterson","is_ca":true},{"name":"Maud Gorbet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003247785836385598,"gpt":0.19855292495907,"spread":0.1953051391226844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166968,0.0006008982,0.0009437941,0.0004970697,0.0005431214,0.001085557,0.001568083,0.001452425,0.002080015],"category_scores_gemma":[0.007969682,0.0003541574,0.0005797772,0.0003122131,0.001105316,0.001760908,0.0005878149,0.001030879,0.0001680883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005729189,"about_ca_system_score_gemma":0.0007501135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962345,"about_ca_topic_score_gemma":0.0009370784,"domain_scores_codex":[0.9995062,0.0001635102,0.00001380701,0.00009019577,0.0001579372,0.00006820454],"domain_scores_gemma":[0.9945778,0.004480598,0.0003733489,0.000234659,0.0002433974,0.0000901813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003832088,0.001050286,0.002916218,0.001014906,0.0001697756,0.000933219,0.0008973003,0.6040635,0.2826672,0.07192389,0.001854425,0.02867717],"study_design_scores_gemma":[0.00004190532,0.0001430666,0.0003706421,0.00001153399,0.00003106273,0.00005925529,0.00002149335,0.9801006,0.01691319,0.002098039,0.0001828306,0.00002627718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7427832,0.001741037,0.244426,0.001243206,0.0001994144,0.0001363797,0.0001901718,0.0008986116,0.008381951],"genre_scores_gemma":[0.9924859,0.0002603706,0.005960659,0.00004991674,0.00002204141,0.00002348528,0.0000271946,0.00004264998,0.001127734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002962345,"threshold_uncertainty_score":0.006958365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229082156","doi":"10.1007/s13239-021-00552-9","title":"Personalized Pre- and Post-Operative Hemodynamic Assessment of Aortic Coarctation from 3D Rotational Angiography","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","keywords":"Hemodynamics; Angiography; Medicine; Cardiology; Rotational angiography; Radiology; Internal medicine","authors":[{"name":"Cosmin-Ioan Niță","is_ca":false},{"name":"Andrei Puiu","is_ca":false},{"name":"Daniel Bunescu","is_ca":false},{"name":"Lucian Itu","is_ca":false},{"name":"Viorel Mihalef","is_ca":false},{"name":"Gouthami Chintalapani","is_ca":false},{"name":"Aimee K. Armstrong","is_ca":false},{"name":"Jeffrey D. Zampi","is_ca":false},{"name":"Lee Benson","is_ca":true},{"name":"Puneet Sharma","is_ca":false},{"name":"Saikiran Rapaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003267980944234037,"gpt":0.2619721121173512,"spread":0.2587041311731172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429005,0.0004013737,0.0006003301,0.001015556,0.0001577058,0.00105126,0.0003263589,0.000553641,0.001169079],"category_scores_gemma":[0.001702135,0.0002409618,0.0003908281,0.0003678416,0.0001450118,0.000359429,0.0005635383,0.0004789801,0.0005129559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324886,"about_ca_system_score_gemma":0.0002512141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001292374,"about_ca_topic_score_gemma":0.002720856,"domain_scores_codex":[0.999715,0.0000790222,0.00002880277,0.00007157242,0.00007030217,0.00003525205],"domain_scores_gemma":[0.9995329,0.0001486045,0.00008143234,0.00007055283,0.0001070449,0.00005951919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002536197,0.0004304295,0.5729938,0.0003075451,0.0002886849,0.002540671,0.0005498047,0.01269874,0.04810739,0.000748915,0.005069897,0.3537278],"study_design_scores_gemma":[0.00005301898,0.0006109018,0.8891348,0.0001410421,0.0004542085,0.004853274,0.0005774109,0.08273314,0.01433704,0.001948799,0.0049713,0.0001851107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317392,0.002735958,0.05727337,0.0005728187,0.0001515772,0.00009805796,0.002067142,0.0009646791,0.00439728],"genre_scores_gemma":[0.9811642,0.0007687937,0.01649957,0.0001355156,0.0001379298,0.00004566641,0.0006889263,0.00007399973,0.0004854106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292374,"threshold_uncertainty_score":0.003910959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W634946542","doi":"10.1007/s13239-015-0229-7","title":"Performance Evaluation of New-Generation Pulse Oximeters in the NICU: Observational Study","year":2015,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario; Carleton University","funders":"","keywords":"Medicine; Neonatal intensive care unit; Observational study; ALARM; Oxygen saturation; Intensive care unit; Pulse oximetry; Emergency medicine; Anesthesia; Internal medicine; Pediatrics","authors":[{"name":"Shermeen Nizami","is_ca":true},{"name":"Kim Greenwood","is_ca":true},{"name":"Nick Barrowman","is_ca":true},{"name":"JoAnn Harrold","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08525338832195982,"gpt":0.2492899940349696,"spread":0.1640366057130098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001749169,0.0006106188,0.0009513516,0.0006701372,0.0007023193,0.001011762,0.0007765949,0.001102012,0.0007782381],"category_scores_gemma":[0.006513307,0.0004058486,0.001037236,0.001451573,0.0005305884,0.00113464,0.0007177482,0.001276121,0.000303407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612832,"about_ca_system_score_gemma":0.001392255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250103,"about_ca_topic_score_gemma":0.01039729,"domain_scores_codex":[0.9976605,0.0007190714,0.0002878537,0.0004131529,0.0005512849,0.0003682295],"domain_scores_gemma":[0.9946431,0.001107984,0.001960166,0.0005436491,0.000944685,0.0008003755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005587423,0.000326327,0.9975477,0.0000180886,0.0001095184,0.00009274784,0.0001612055,0.000053949,0.000136985,0.00001315046,0.0001082634,0.0008733943],"study_design_scores_gemma":[0.00002260242,0.0009394222,0.9974673,0.00001086582,0.00008730924,0.0002067602,0.0006349348,0.0003567263,0.00008333108,0.00001743354,0.0001601681,0.00001317256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993788,0.0001235171,0.00005858572,0.00002354159,0.000005417825,0.00001281686,0.0001673264,0.000001851331,0.0002281187],"genre_scores_gemma":[0.9992815,0.0001039718,0.00006317708,0.00004630465,0.00001391071,0.00001760562,0.0003870974,0.000003427711,0.00008307894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250103,"threshold_uncertainty_score":0.02485651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2931421228","doi":"10.1007/s13239-019-00413-6","title":"Mechanics of Atherosclerotic Plaques: Effect of Heart Rate","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Cardiology; Internal medicine; Medicine","authors":[{"name":"Mehrdad Zareh","is_ca":true},{"name":"Ramsey Katul","is_ca":true},{"name":"Hadi Mohammadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002589480304347985,"gpt":0.1498160054711087,"spread":0.1472265251667607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000369566,0.0003103009,0.0003631049,0.0003520647,0.0001576906,0.0005967495,0.0002377583,0.0003900132,0.001409658],"category_scores_gemma":[0.001936339,0.0002030551,0.0003338486,0.0001668821,0.0002473411,0.0003506037,0.0002982205,0.0003269777,0.0003362281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007201496,"about_ca_system_score_gemma":0.00009800964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002991229,"about_ca_topic_score_gemma":0.0001642642,"domain_scores_codex":[0.9998637,0.00005031001,0.000007260332,0.00002273932,0.00002929119,0.00002658801],"domain_scores_gemma":[0.9993382,0.0004196542,0.00008449262,0.00006887621,0.00004016177,0.00004857739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006676412,0.001235929,0.08304799,0.0003238087,0.0003063956,0.00242923,0.0008215875,0.1483277,0.6738094,0.00354975,0.001023763,0.07844806],"study_design_scores_gemma":[0.0001507577,0.002253434,0.3584936,0.00005898293,0.0003687646,0.003297043,0.0003915104,0.5434914,0.08682772,0.002857736,0.00169412,0.0001149054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936103,0.0007034072,0.00348497,0.0001189357,0.00003614256,0.000008563139,0.00006629775,0.00003403374,0.001937325],"genre_scores_gemma":[0.9987349,0.0003080277,0.000367758,0.0000115664,0.00002399667,0.000003664976,0.0000234225,0.00001371918,0.0005129282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001409658,"threshold_uncertainty_score":0.004715741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024807118","doi":"10.1007/s13239-011-0068-0","title":"An Inverse Numerical Approach for Modeling Aortic Heart Valve Leaflet Tissue Oxygenation","year":2011,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Finite element method; Discretization; Lagrange multiplier; Heart valve; Aortic valve; Biomedical engineering; Finite difference; Numerical analysis; Computer science; Algorithm; Mathematical optimization; Mathematics; Engineering; Structural engineering; Cardiology; Medicine; Mathematical analysis","authors":[{"name":"Hadi Mohammadi","is_ca":true},{"name":"Kibret Mequanint","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01807399004189006,"gpt":0.2630101899760298,"spread":0.2449361999341398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004353738,0.0005454443,0.0006958785,0.0005865252,0.0004728071,0.000998792,0.00110911,0.002039832,0.00175053],"category_scores_gemma":[0.00136972,0.0005631644,0.0007446773,0.0004088433,0.0008426199,0.0006610157,0.0008619094,0.0009030772,0.0003737457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004365534,"about_ca_system_score_gemma":0.001023712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005033779,"about_ca_topic_score_gemma":0.003286052,"domain_scores_codex":[0.9998236,0.0000399809,0.00001057945,0.00002589266,0.00008595606,0.00001396391],"domain_scores_gemma":[0.9997479,0.0001113792,0.00003349924,0.00002293001,0.00006890024,0.00001533688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000174701,0.00003345462,0.0002423375,0.00005143481,0.00001428939,0.0001211283,0.00008529919,0.969495,0.007456236,0.0122341,0.0002834121,0.009965869],"study_design_scores_gemma":[0.000002605902,0.000005971356,0.0000261752,0.000002431717,0.000002484227,0.00002690191,0.000005421055,0.9982709,0.0002971641,0.0009737639,0.0003827312,0.000003349007],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01162294,0.000197297,0.9821911,0.000197518,0.00007470647,0.00004132164,0.00003050734,0.0001669264,0.005477638],"genre_scores_gemma":[0.5335077,0.000815865,0.450243,0.0002335603,0.0001298411,0.0002537416,0.0001082093,0.0002071952,0.01450092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005033779,"threshold_uncertainty_score":0.01000899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311449809","doi":"10.1007/s13239-022-00652-0","title":"Aneurysm Neck Overestimation has a Relatively Modest Impact on Simulated Hemodynamics","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hemodynamics; Aneurysm; Medicine; Cardiology; Anesthesia; Surgery","authors":[{"name":"Daniel E. MacDonald","is_ca":true},{"name":"Nicole M Cancelliere","is_ca":true},{"name":"Vítor Mendes Pereira","is_ca":true},{"name":"David A. Steinman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023162135127589,"gpt":0.2176663526239853,"spread":0.2074347312727094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00135524,0.0006606149,0.0007032244,0.0003368367,0.0004464875,0.001485863,0.0006026398,0.001258376,0.002728968],"category_scores_gemma":[0.01301253,0.0004017318,0.0006262258,0.0003512957,0.0004882156,0.001005239,0.0009139124,0.001172558,0.0006800363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105929,"about_ca_system_score_gemma":0.001037359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005970901,"about_ca_topic_score_gemma":0.00340849,"domain_scores_codex":[0.9989542,0.0004343394,0.00006572552,0.0002085015,0.0001724519,0.0001648428],"domain_scores_gemma":[0.9886801,0.008498349,0.0005721604,0.001118637,0.0008275988,0.0003030206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001561759,0.000434094,0.05619311,0.000214657,0.0001847707,0.0005655932,0.0001932639,0.9028567,0.01087585,0.001134054,0.002447092,0.02333911],"study_design_scores_gemma":[0.0001028263,0.000764348,0.0355126,0.0000700642,0.0001511761,0.0006158929,0.0002707593,0.9424215,0.01583851,0.001135842,0.003009653,0.0001067935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588912,0.0004066569,0.03112532,0.0005618789,0.0003270102,0.00004928064,0.00141862,0.001117872,0.006102096],"genre_scores_gemma":[0.9949044,0.00008660265,0.003266094,0.0001148939,0.00002141602,0.00002323289,0.0007312055,0.0001174683,0.0007346231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005970901,"threshold_uncertainty_score":0.01187229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2480516666","doi":"10.1007/s13239-016-0274-x","title":"Simulation of Anastomosis in Coronary Artery Bypass Surgery","year":2016,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; University of British Columbia Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Anastomosis; Medicine; Artery; Bypass grafting; Vein; Cardiac surgery; Cardiopulmonary bypass; Surgery; Cardiology","authors":[{"name":"Hadi Mohammadi","is_ca":true},{"name":"Bret Nestor","is_ca":true},{"name":"Guy Fradet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007580515362252419,"gpt":0.199793378344453,"spread":0.1922128629822006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370838,0.0004926109,0.000463215,0.0002744607,0.0003745852,0.0008789632,0.0008858172,0.001230977,0.004236891],"category_scores_gemma":[0.00163704,0.0003357542,0.0004032989,0.0002084011,0.0004920257,0.0003881205,0.0006667268,0.0005879077,0.0003259528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004179191,"about_ca_system_score_gemma":0.0007297457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006515412,"about_ca_topic_score_gemma":0.003587449,"domain_scores_codex":[0.9998006,0.00009780651,0.000007843105,0.00002525231,0.00003719308,0.00003128294],"domain_scores_gemma":[0.999088,0.0006604689,0.00005678663,0.00004512261,0.00007153463,0.00007802617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009026152,0.0001012896,0.001813599,0.00003281562,0.00001272624,0.0001061893,0.0000579088,0.9908754,0.001206494,0.001987929,0.0003428855,0.003372452],"study_design_scores_gemma":[0.0000174535,0.00005984548,0.0005592016,0.000008949566,0.000006044842,0.00003238533,0.00003355369,0.9964936,0.0007157145,0.001383609,0.0006828174,0.000006746995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7787042,0.0004699864,0.172832,0.0007912969,0.0002664327,0.0002257294,0.0007297455,0.0006634957,0.04531711],"genre_scores_gemma":[0.9817951,0.0001910083,0.01431441,0.00005718409,0.00001772048,0.00007422492,0.0001635932,0.00003700232,0.003349827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006515412,"threshold_uncertainty_score":0.01417375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094481637","doi":"10.1007/s13239-011-0033-y","title":"A Computer-Controlled Apparatus for the Characterization of Mechanical and Viscoelastic Properties of Tissue-Engineered Vascular Constructs","year":2011,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies; Canada Research Chairs","keywords":"Viscoelasticity; Creep; Biomedical engineering; Materials science; Characterization (materials science); Transducer; Pressure vessel; Pressure sensor; Mechanical engineering; Composite material; Engineering; Nanotechnology","authors":[{"name":"Philippe Lévesque","is_ca":true},{"name":"Robert Gauvin","is_ca":true},{"name":"Danielle Larouche","is_ca":true},{"name":"François A. Auger","is_ca":true},{"name":"Lucie Germain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009615660782347045,"gpt":0.1545976017923602,"spread":0.1449819410100131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131227,0.0006913168,0.0005963112,0.001049846,0.0008654786,0.0004573608,0.001502043,0.000792433,0.004375664],"category_scores_gemma":[0.001709568,0.0004333871,0.0002599561,0.0006551545,0.0008498216,0.0007741721,0.0007682864,0.0008313868,0.0007182563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939827,"about_ca_system_score_gemma":0.001310166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009001263,"about_ca_topic_score_gemma":0.001654573,"domain_scores_codex":[0.9992041,0.00006072367,0.00005819807,0.0002566446,0.0003647004,0.00005552324],"domain_scores_gemma":[0.9979811,0.0009306424,0.0001702792,0.000467966,0.000303208,0.0001467862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002301501,0.0001969716,0.0007758852,0.0001058864,0.0000112776,0.00003936743,0.0001146285,0.0002764262,0.9765563,0.0008991588,0.0007787748,0.02001515],"study_design_scores_gemma":[0.0002487994,0.0011621,0.01361249,0.00005280187,0.0001109634,0.0005321501,0.00005950283,0.02591479,0.9401783,0.0005289433,0.01749805,0.0001012148],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2860465,0.0006006335,0.6993588,0.0003898099,0.0003571823,0.001708475,0.002120913,0.006928783,0.002488843],"genre_scores_gemma":[0.6266641,0.000680093,0.3587438,0.0003675035,0.000141962,0.004300014,0.001267656,0.0004747045,0.007360196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004375664,"threshold_uncertainty_score":0.01463807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3027843825","doi":"10.1007/s13239-020-00465-z","title":"An Insight to the Role of Thermal Effects on the Onset of Atrioesophageal Fistula: A Computer Model of Open-Irrigated Radiofrequency Ablation","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Mitacs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ablation; Esophagus; Catheter ablation; Atrial fibrillation; Radiofrequency ablation; Lumen (anatomy); Cardiology; Internal medicine; Radiology; Medicine","authors":[{"name":"Hamed Avari","is_ca":true},{"name":"Carolyn Berkmortel","is_ca":true},{"name":"Eric Savory","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0172370175254274,"gpt":0.2310168252840655,"spread":0.2137798077586381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001587848,0.0002908242,0.0003712534,0.000298144,0.0002742695,0.001044362,0.0007507774,0.001203215,0.00425911],"category_scores_gemma":[0.0009256799,0.0002418214,0.0005697047,0.0002324012,0.0008017027,0.0007838827,0.0004459526,0.0006864786,0.0002961948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003379894,"about_ca_system_score_gemma":0.0007778198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007291006,"about_ca_topic_score_gemma":0.003781651,"domain_scores_codex":[0.9999119,0.00002964685,0.000004437908,0.00002191911,0.00001917684,0.00001287491],"domain_scores_gemma":[0.9996237,0.000244857,0.00003785895,0.00002968775,0.00004273589,0.00002111988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001340709,0.0001535918,0.00229176,0.00006934012,0.00003319981,0.0004176763,0.0002225715,0.9323896,0.01359941,0.04288018,0.0007458368,0.007062818],"study_design_scores_gemma":[0.0000171058,0.00003619555,0.0005852177,0.000004572509,0.00001076675,0.00008347607,0.00002414872,0.9951773,0.0004409437,0.003016813,0.0005928207,0.00001068025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4357289,0.001013308,0.4957854,0.002217577,0.0003931371,0.0001225925,0.0006036349,0.0004992632,0.06363618],"genre_scores_gemma":[0.9750881,0.0003491188,0.01438039,0.0001300035,0.00005172256,0.00005295509,0.00007254009,0.00007215235,0.009803043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007291006,"threshold_uncertainty_score":0.01449716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387012693","doi":"10.1007/s13239-023-00685-z","title":"The Effect of Skeletal Muscle-Pump on Blood Pressure and Postural Control in Parkinson's Disease","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"National Institute on Aging","keywords":"Parkinson's disease; Physical medicine and rehabilitation; Medicine; Disease; Skeletal muscle; Internal medicine","authors":[{"name":"Rabie Fadil","is_ca":false},{"name":"Asenath X. A. Huether","is_ca":false},{"name":"Farshid Sadeghian","is_ca":true},{"name":"Ajay Verma","is_ca":false},{"name":"Andrew P. Blaber","is_ca":true},{"name":"Jau‐Shin Lou","is_ca":false},{"name":"Kouhyar Tavakolian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00385185316094458,"gpt":0.2342421814777412,"spread":0.2303903283167966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005419372,0.0002709104,0.0005055303,0.0002248169,0.0003302323,0.0004290426,0.0001531791,0.0005468641,0.001680353],"category_scores_gemma":[0.002050062,0.0001564587,0.0004107301,0.0002001432,0.0002590167,0.0002990065,0.0002450298,0.0005539818,0.0001847361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002686603,"about_ca_system_score_gemma":0.0002683608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111258,"about_ca_topic_score_gemma":0.003331198,"domain_scores_codex":[0.9997708,0.00009959184,0.00002658269,0.00001947846,0.00004768226,0.00003587742],"domain_scores_gemma":[0.999262,0.0004059786,0.0001021789,0.00002223779,0.00007757924,0.0001300149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1038253,0.005000082,0.6805215,0.0008486418,0.002105406,0.001733275,0.0005690593,0.001106521,0.03244771,0.0003555675,0.001093168,0.1703937],"study_design_scores_gemma":[0.0002372827,0.005076798,0.9926419,0.00001468325,0.0002873063,0.0002028996,0.00006834452,0.0004192159,0.000746792,0.00004981087,0.0002489544,0.000005979097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955689,0.002971233,0.00006075235,0.0001227067,0.0000279896,0.000009446305,0.0000685949,0.000005068404,0.001165172],"genre_scores_gemma":[0.9986099,0.0007141651,0.0001077728,0.00006777414,0.0000377769,0.000007785487,0.00004855315,0.000002143099,0.0004042012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003111258,"threshold_uncertainty_score":0.006186306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198631355","doi":"10.1007/s13239-021-00547-6","title":"A New Semi-automated Algorithm for Volumetric Segmentation of the Left Ventricle in Temporal 3D Echocardiography Sequences","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian VIGOUR Centre; Virtual Materials Group (Canada); University of Alberta","funders":"Servier Canada","keywords":"Segmentation; Hausdorff distance; Artificial intelligence; Cardiac Ultrasound; Ventricle; Speckle noise; Ultrasound; Cardiac cycle; Computer vision; Computer science; 3D ultrasound; Speckle pattern; Image registration; Pattern recognition (psychology); Algorithm; Radiology; Medicine; Cardiology; Image (mathematics)","authors":[{"name":"Deepa Krishnaswamy","is_ca":true},{"name":"Abhilash Rakkunedeth Hareendranathan","is_ca":true},{"name":"Tan Suwatanaviroj","is_ca":false},{"name":"Pierre Boulanger","is_ca":true},{"name":"Harald Becher","is_ca":false},{"name":"Michelle Noga","is_ca":true},{"name":"Kumaradevan Punithakumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00519136617668532,"gpt":0.2067288422461032,"spread":0.2015374760694179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001312304,0.001044078,0.001293047,0.002874043,0.0007410068,0.002380993,0.002061071,0.001885648,0.002880585],"category_scores_gemma":[0.002165802,0.00102285,0.001503088,0.001903863,0.0005146877,0.001140062,0.001484572,0.001299363,0.001882941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006428285,"about_ca_system_score_gemma":0.002492697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006972246,"about_ca_topic_score_gemma":0.0113515,"domain_scores_codex":[0.9990032,0.0001377987,0.00009630536,0.0002621216,0.0004208351,0.0000796019],"domain_scores_gemma":[0.9990039,0.0003459031,0.0001015295,0.0001092946,0.0003741795,0.00006507185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001917646,0.000118446,0.00152944,0.0002408777,0.0002116258,0.0001711527,0.0001475451,0.02405816,0.07775493,0.002464493,0.005204599,0.8879069],"study_design_scores_gemma":[0.00005670211,0.0001292901,0.00384768,0.00006448788,0.0001376361,0.00150713,0.00005349921,0.9304678,0.04586593,0.00323974,0.01451851,0.0001116269],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003219267,0.0001918203,0.9945852,0.00004505812,0.00003367358,0.00006989516,0.000100402,0.001527604,0.0002270266],"genre_scores_gemma":[0.01965742,0.0002157101,0.9781738,0.00007776845,0.00003957168,0.000159685,0.0003602967,0.0003245489,0.0009912938],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006972246,"threshold_uncertainty_score":0.01386333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390904067","doi":"10.1007/s13239-024-00714-5","title":"An Anatomically Shaped Mitral Valve for Hemodynamic Testing","year":2024,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Mitral valve; Ventricle; Cardiology; Internal medicine; Particle image velocimetry; Hemodynamics; Cardiac cycle; Aortic valve; Interventricular septum; Biomedical engineering; Medicine; Physics; Mechanics","authors":[{"name":"Ahmed Darwish","is_ca":true},{"name":"Chloé Papolla","is_ca":true},{"name":"Régis Rieu","is_ca":false},{"name":"Lyes Kadem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00739366376877841,"gpt":0.2679908040758382,"spread":0.2605971403070598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287149,0.0004773776,0.0003072227,0.000555061,0.0004432514,0.001211827,0.0007080343,0.001799698,0.00248039],"category_scores_gemma":[0.002340684,0.000282126,0.0004575784,0.000199731,0.0007044798,0.0008625347,0.000682537,0.0009097033,0.0007876303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082156,"about_ca_system_score_gemma":0.0006136186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002053371,"about_ca_topic_score_gemma":0.0003629426,"domain_scores_codex":[0.9994728,0.0001475641,0.00005867107,0.0001278156,0.0001418485,0.00005130287],"domain_scores_gemma":[0.9987587,0.0004892605,0.0001192215,0.0002650608,0.0001802957,0.0001875213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001393475,0.0003931239,0.01196392,0.0003949275,0.00006845286,0.01277042,0.0005725006,0.00475446,0.8207681,0.006965558,0.002361004,0.1375941],"study_design_scores_gemma":[0.0006097389,0.009481556,0.03581377,0.000512658,0.0003231746,0.1376284,0.0008042837,0.08682302,0.6437502,0.01120148,0.07254341,0.0005084517],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5989285,0.002345829,0.373311,0.003154497,0.002036001,0.0004539014,0.0006937978,0.001790451,0.01728609],"genre_scores_gemma":[0.7884675,0.0003539207,0.2054321,0.001446886,0.0001539309,0.00009269848,0.0001642865,0.0001425225,0.003746083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00248039,"threshold_uncertainty_score":0.008297741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089923923","doi":"10.1007/s13239-020-00490-y","title":"Impact of Mitral Regurgitation on the Flow in a Model of a Left Ventricle","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Ventricle; Mitral valve; Cardiology; Internal medicine; Mitral regurgitation; Medicine; Systole; Particle image velocimetry; Hemodynamics; valvular heart disease; Mechanics; Diastole; Physics","authors":[{"name":"Chloé Papolla","is_ca":false},{"name":"Ahmed Darwish","is_ca":true},{"name":"Lyes Kadem","is_ca":true},{"name":"Régis Rieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01083243774206116,"gpt":0.2482131110089894,"spread":0.2373806732669282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002455902,0.0006062591,0.0008661741,0.0008863748,0.0005759433,0.001507362,0.001005448,0.002306791,0.003097059],"category_scores_gemma":[0.0007664805,0.0003289356,0.0009294447,0.0003999324,0.001201613,0.0005657813,0.000675266,0.0007002756,0.0002476731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006009483,"about_ca_system_score_gemma":0.0008718058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007706648,"about_ca_topic_score_gemma":0.002282455,"domain_scores_codex":[0.9998338,0.00004897594,0.00001008265,0.00004001763,0.00002989052,0.00003714118],"domain_scores_gemma":[0.9995579,0.0001796229,0.0001024341,0.00003287731,0.00004644254,0.00008064368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004839246,0.0004603779,0.001897291,0.0001782669,0.0001017721,0.001076127,0.0001605592,0.9213902,0.05197148,0.01919316,0.0004970965,0.002589817],"study_design_scores_gemma":[0.0001434543,0.000256576,0.001435233,0.00001630364,0.00006371995,0.0001211534,0.00006614633,0.9921176,0.002630567,0.002572121,0.0005433295,0.00003380409],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355218,0.0007187636,0.04019115,0.00125519,0.0003388169,0.00007218727,0.0008451504,0.0003259302,0.020731],"genre_scores_gemma":[0.9893073,0.0003544339,0.003685821,0.0001021861,0.00005002494,0.00004015027,0.0001286357,0.0000401865,0.00629119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007706648,"threshold_uncertainty_score":0.01532358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380368840","doi":"10.1007/s13239-023-00669-z","title":"A Vector Fitting Approach for the Automated Estimation of Lumped Boundary Conditions of 1D Circulation Models","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canada Research Chairs; Politecnico di Torino","keywords":"Circulation (fluid dynamics); Boundary (topology); Estimation; Computer science; Mathematics; Engineering; Systems engineering; Mathematical analysis; Aerospace engineering","authors":[{"name":"Elisa Fevola","is_ca":false},{"name":"Tommaso Bradde","is_ca":false},{"name":"Piero Triverio","is_ca":true},{"name":"S. Grivet‐Talocia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01429343996502334,"gpt":0.2529392002152157,"spread":0.2386457602501924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000687155,0.0007930506,0.0006197034,0.0008483196,0.0003242142,0.0006266895,0.0006855345,0.000810563,0.003006532],"category_scores_gemma":[0.002452182,0.0004883433,0.0006274712,0.0006521377,0.0002817095,0.0008474656,0.0006656801,0.0008368196,0.001119153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002981065,"about_ca_system_score_gemma":0.0006329788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293283,"about_ca_topic_score_gemma":0.002253803,"domain_scores_codex":[0.9996662,0.00009982684,0.00002709108,0.00008265863,0.0001022204,0.00002196687],"domain_scores_gemma":[0.9993712,0.0003081281,0.00009707154,0.0000828533,0.0001207038,0.00002006712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001447073,0.0001018145,0.001480465,0.0001788005,0.00005262479,0.0001228896,0.0002497662,0.4630852,0.03491591,0.00665782,0.001172896,0.4918371],"study_design_scores_gemma":[0.000003419886,0.00001749118,0.0001594447,0.000006086997,0.000004102627,0.00002882131,0.00001061519,0.9954081,0.002537628,0.0009344355,0.0008818565,0.00000793564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002499443,0.00002780927,0.996775,0.000008812707,0.000003604366,0.00001133561,0.00001507861,0.0005497267,0.0001091505],"genre_scores_gemma":[0.2125733,0.000205029,0.785112,0.00004271548,0.00001898413,0.0001310825,0.0002971327,0.0002777017,0.001341949],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003006532,"threshold_uncertainty_score":0.01005781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387699632","doi":"10.1007/s13239-023-00687-x","title":"Comparison of Machine Learning Algorithms Using Manual/Automated Features on 12-Lead Signal Electrocardiogram Classification: A Large Cohort Study on Students Aged Between 6 to 18 Years Old","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Institute for Medical Research Development","keywords":"Artificial intelligence; Machine learning; Random forest; Quadratic classifier; Linear discriminant analysis; Pattern recognition (psychology); Computer science; Support vector machine; Algorithm","authors":[{"name":"Ghasem Hajianfar","is_ca":false},{"name":"Mohammadrafie Khorgami","is_ca":false},{"name":"Yousef Rezaei","is_ca":false},{"name":"Mehdi Amini","is_ca":false},{"name":"Niloufar Samiei","is_ca":false},{"name":"A Tabib","is_ca":false},{"name":"Bahareh Kazem Borji","is_ca":false},{"name":"Samira Kalayinia","is_ca":false},{"name":"Isaac Shiri","is_ca":false},{"name":"Saeid Hosseini","is_ca":false},{"name":"Mehrdad Oveisi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0259607976623273,"gpt":0.3304436257995301,"spread":0.3044828281372028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005300065,0.0008598243,0.0009542884,0.001492274,0.0005089639,0.001379743,0.001050887,0.001249864,0.001596361],"category_scores_gemma":[0.01243303,0.0003277674,0.001130468,0.0007016333,0.0004299167,0.001238735,0.0007801954,0.0007288696,0.0006479557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003940259,"about_ca_system_score_gemma":0.0004172625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149094,"about_ca_topic_score_gemma":0.004636746,"domain_scores_codex":[0.9972616,0.001072186,0.0002700962,0.0007176175,0.0004704442,0.000207975],"domain_scores_gemma":[0.9904937,0.005539048,0.0009341756,0.0007611078,0.001887708,0.0003842165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003160072,0.001106083,0.9795547,0.00005381657,0.0007108685,0.00007645647,0.0004206137,0.0005088795,0.001140203,0.00003644524,0.0002991046,0.01293281],"study_design_scores_gemma":[0.0002188848,0.002039001,0.98959,0.00002398771,0.0003217727,0.0001791383,0.0007549213,0.00599432,0.0005357583,0.00008110682,0.0002340953,0.00002700588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990597,0.0001004682,0.0004511578,0.00001916294,0.00001809004,0.00002773026,0.0001680652,0.00000771734,0.0001479344],"genre_scores_gemma":[0.9976362,0.0001109723,0.0008359965,0.00003816953,0.00002899324,0.00004946452,0.000836091,0.0000219482,0.0004420166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005300065,"threshold_uncertainty_score":0.02802974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987315231","doi":"10.1007/s13239-019-00440-3","title":"A New Approach Based on a Multiobjective Evolutionary Algorithm for Accurate Control of Flow Rate and Blood Pressure in Cardiac Bioreactors","year":2019,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Controller (irrigation); Bioreactor; Genetic algorithm; Control theory (sociology); Volumetric flow rate; Control variable; Computer science; Algorithm; Engineering; Control engineering; Control (management); Mathematical optimization; Mathematics; Artificial intelligence; Machine learning; Biology","authors":[{"name":"Jérôme Gosselin","is_ca":true},{"name":"André Bégin‐Drolet","is_ca":true},{"name":"Yvan Maciel","is_ca":true},{"name":"Jean Ruel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00361752705083573,"gpt":0.1974284622597908,"spread":0.193810935208955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009275908,0.0009081548,0.001093669,0.0007882775,0.0004965755,0.0009638802,0.001260527,0.001670768,0.001771856],"category_scores_gemma":[0.001153656,0.0005663953,0.0008769446,0.0005913439,0.0004323653,0.0006283482,0.00088942,0.0008616253,0.0003422356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788958,"about_ca_system_score_gemma":0.0007669865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298424,"about_ca_topic_score_gemma":0.002513986,"domain_scores_codex":[0.9995989,0.00009429659,0.00002847167,0.00007033686,0.0001757329,0.0000322037],"domain_scores_gemma":[0.9996098,0.0001568,0.00004098862,0.00003100715,0.0001386694,0.00002270655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006301377,0.0001069569,0.00039207,0.0001130458,0.0001015332,0.00008211581,0.00005710421,0.8668248,0.01120294,0.003815551,0.0005673355,0.1166735],"study_design_scores_gemma":[0.00000744024,0.00002487769,0.0000535054,0.000003619657,0.000006650886,0.00001250434,0.000002352799,0.9988236,0.0004700874,0.0002264508,0.0003648088,0.00000409807],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007447411,0.0001293804,0.9904715,0.00006270592,0.0000677181,0.00004150474,0.00001078205,0.0001480102,0.001621],"genre_scores_gemma":[0.2441478,0.0002229569,0.7506709,0.0001400142,0.00007083673,0.0003888086,0.00006474902,0.0000979133,0.004195969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00298424,"threshold_uncertainty_score":0.005933702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804990199","doi":"10.1007/s13239-018-0360-3","title":"Editorial: Special Issue on Heart Valve Mechanobiology","year":2018,"lang":"en","type":"editorial","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Mechanobiology; Heart valve; Computer science; Engineering; Data science; Medicine; Cardiology; Anatomy","authors":[{"name":"Craig A. Simmons","is_ca":true},{"name":"Hanjoong Jo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003192069366008973,"gpt":0.2454449487400958,"spread":0.2422528793740869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005773567,0.004712781,0.00466048,0.005086828,0.003379692,0.008114079,0.003577028,0.02053404,0.022444],"category_scores_gemma":[0.0218424,0.001547717,0.003144853,0.001497751,0.002323973,0.004033491,0.002908333,0.0166121,0.01387949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973506,"about_ca_system_score_gemma":0.002662832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009267,"about_ca_topic_score_gemma":0.003584038,"domain_scores_codex":[0.9955696,0.0007636784,0.0006042757,0.0006128845,0.002032456,0.0004170926],"domain_scores_gemma":[0.9842237,0.005181154,0.002055944,0.0004687146,0.005465815,0.002604724],"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":[0.0000458684,0.00001525576,0.00003820118,0.0002117849,0.00002528028,0.0001918332,0.000009544797,0.00002123367,0.00006102826,0.0001290238,0.9941186,0.005132425],"study_design_scores_gemma":[0.0001452453,0.00004257331,0.0003731303,0.0005995255,0.0001174307,0.0004325276,0.00003846949,0.0001717656,0.0001525604,0.0009023736,0.996999,0.0000254246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002486721,0.00427287,0.000066329,0.02029516,0.9744918,0.00001035409,0.00002816067,0.00003067275,0.0007798253],"genre_scores_gemma":[0.0002071433,0.002183402,0.00005228339,0.01115606,0.9823129,0.00001220444,0.00002194287,0.00001865469,0.004035371],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.022444,"threshold_uncertainty_score":0.07508272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024323066","doi":"10.1007/s13239-012-0088-4","title":"Optimization of Culture Conditions in a Bioreactor for Vascular Tissue Engineering Using a Mathematical Model of Vascular Growth and Remodeling","year":2012,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec; Université Laval","funders":"","keywords":"Bioreactor; Regeneration (biology); Tissue engineering; Process (computing); Vascular tissue; Biomedical engineering; Biochemical engineering; Computer science; Biology; Engineering; Cell biology","authors":[{"name":"Frédéric Couët","is_ca":true},{"name":"Diego Mantovani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00841291893876497,"gpt":0.2193966600903279,"spread":0.2109837411515629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007432717,0.0006570485,0.0007439425,0.0003964378,0.0005264005,0.00112924,0.0006755055,0.001472293,0.0007307098],"category_scores_gemma":[0.001598374,0.0005138355,0.0007967751,0.00033033,0.0005465178,0.000911165,0.0005104155,0.0006380748,0.0001631198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340571,"about_ca_system_score_gemma":0.001187366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006520099,"about_ca_topic_score_gemma":0.005500198,"domain_scores_codex":[0.9998086,0.00004718385,0.00001212351,0.00005314436,0.00004880499,0.00003021448],"domain_scores_gemma":[0.9994567,0.0003594034,0.00008385319,0.00001830587,0.0000621244,0.00001963218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003909277,0.00007875882,0.0004423446,0.00004852727,0.0000121788,0.00004789673,0.00002578739,0.9697726,0.02459597,0.002488272,0.0001003207,0.002348211],"study_design_scores_gemma":[0.00001229911,0.00003434452,0.0001732289,0.000003600055,0.000009921622,0.00001009555,0.00001213399,0.9931854,0.005914195,0.0004455396,0.0001891211,0.00001011335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4727117,0.0007247636,0.5174318,0.0007014106,0.00007089997,0.0001528928,0.0002148811,0.0001681086,0.007823611],"genre_scores_gemma":[0.9281072,0.0005537865,0.06833402,0.00006927542,0.00002116578,0.0002484613,0.0001215823,0.0000575276,0.002487038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006520099,"threshold_uncertainty_score":0.01296431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4321782989","doi":"10.1007/s13239-023-00662-6","title":"Quantification of Mechanical Characteristics of Conventional Steerable Ablation Catheters for Treatment of Atrial Fibrillation Using a Heart Phantom","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Soft Robotics and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canada Foundation for Innovation; Government of Ontario; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Toronto Metropolitan University","keywords":"Atrial fibrillation; Imaging phantom; Ablation; Cardiology; Medicine; Biomedical engineering; Internal medicine; Radiology","authors":[{"name":"Jacob Miller","is_ca":true},{"name":"Alykhan Sewani","is_ca":true},{"name":"Jeffrey Rezazada","is_ca":true},{"name":"Yara Alawneh","is_ca":true},{"name":"Pedram Kazemian","is_ca":false},{"name":"María Terricabras","is_ca":true},{"name":"Graham Wright","is_ca":true},{"name":"M. Ali Tavallaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02311971865804485,"gpt":0.2384136421889557,"spread":0.2152939235309109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005908193,0.0002846295,0.0001947067,0.000389898,0.0001286756,0.0004899557,0.0002475029,0.0008282168,0.0007115629],"category_scores_gemma":[0.001670326,0.000224608,0.0001489876,0.000219634,0.0003504301,0.0004435192,0.0002669135,0.0001499625,0.00008734827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001639581,"about_ca_system_score_gemma":0.0002545296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001856568,"about_ca_topic_score_gemma":0.0002015127,"domain_scores_codex":[0.9998,0.00005365151,0.00001056198,0.00003584399,0.00008430005,0.0000156065],"domain_scores_gemma":[0.9988422,0.000774891,0.0001257449,0.00007659629,0.0001298921,0.00005074481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004634796,0.000105733,0.002657543,0.0001211747,0.00002252182,0.0001573849,0.0001591293,0.01608142,0.9603124,0.0003214905,0.0001926477,0.01940508],"study_design_scores_gemma":[0.0001478758,0.003471009,0.07349965,0.00007321453,0.0001609633,0.002332123,0.0001811695,0.3220856,0.5930152,0.0006151154,0.004276096,0.0001420002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9061862,0.0007968199,0.09071075,0.0001719085,0.0000339752,0.00005471308,0.0001707412,0.0003563674,0.001518488],"genre_scores_gemma":[0.9764782,0.0002286945,0.02237835,0.00005475811,0.00001102083,0.00004094323,0.00009560746,0.00002929694,0.0006831966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008282168,"threshold_uncertainty_score":0.003124595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403052995","doi":"10.1007/s13239-024-00754-x","title":"Finite Element Simulation of Opening Angle Response of Porcine Aortas Using Layer Specific GAG Distributions in One and Two Layered Solid Matrices","year":2024,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Elasticity and Material Modeling","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Adventitia; Composite material; Matrix (chemical analysis); Biomedical engineering; Thoracic aorta; Stiffness; Glycosaminoglycan; Swelling; Ultimate tensile strength; Descending aorta; Aorta; Anatomy; Chemistry; Surgery; Biochemistry","authors":[{"name":"Noor M. Ghadie","is_ca":true},{"name":"Jean-Philippe St-Pierre","is_ca":true},{"name":"Michel R. Labrosse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02000705706573804,"gpt":0.2385290566969448,"spread":0.2185219996312067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003605132,0.000558694,0.0004351016,0.0004395064,0.0003304135,0.0006847522,0.0008652577,0.001366641,0.002039245],"category_scores_gemma":[0.001017187,0.0004002542,0.0006699497,0.0003270797,0.0005769402,0.0002665516,0.0004805491,0.0005171394,0.0002175519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005613217,"about_ca_system_score_gemma":0.0006560611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006052029,"about_ca_topic_score_gemma":0.004265078,"domain_scores_codex":[0.9998301,0.00003324571,0.00001341029,0.00003007969,0.00005499959,0.00003811891],"domain_scores_gemma":[0.9993419,0.0003904898,0.0000958246,0.00004593411,0.00008393564,0.00004189254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007473891,0.00005857771,0.001604191,0.0000536712,0.00001804338,0.00010137,0.00009037564,0.9865925,0.00936275,0.0004275496,0.00007891895,0.001537423],"study_design_scores_gemma":[0.0000104817,0.00005147502,0.0005188053,0.000007274647,0.000005385764,0.00001847174,0.00003232999,0.9966455,0.002437948,0.00009466361,0.0001709903,0.000006688694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479348,0.0001524261,0.04477075,0.0001211941,0.00004545404,0.00007684313,0.000629215,0.0003901047,0.005879153],"genre_scores_gemma":[0.9743935,0.0001115151,0.02327863,0.0000290662,0.000004676472,0.00009888075,0.0003398149,0.00005130619,0.001692666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006052029,"threshold_uncertainty_score":0.01203358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164784767","doi":"10.1007/s13239-021-00548-5","title":"Ineffective Orifice Area: Practical Limitations of Accurate EOA Assessment for Low-Gradient Heart Valve Prostheses","year":2021,"lang":"en","type":"review","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Monte Carlo method; Body orifice; Ranging; Differential pressure; Metric (unit); Range (aeronautics); Metrology; Computer science; Acoustics; Materials science; Mechanics; Mechanical engineering; Mathematics; Physics; Engineering; Statistics","authors":[{"name":"Jared Floersch","is_ca":true},{"name":"M.C.W. Evans","is_ca":true},{"name":"Prem A. Midha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05182720172579735,"gpt":0.3683426143786435,"spread":0.3165154126528461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003587026,0.001195678,0.003868847,0.002708549,0.0002505162,0.002965829,0.001735191,0.001760684,0.003081289],"category_scores_gemma":[0.007497622,0.0005206215,0.001345631,0.001869124,0.001175719,0.002231713,0.0009522639,0.002128267,0.001374515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005130676,"about_ca_system_score_gemma":0.001371947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644053,"about_ca_topic_score_gemma":0.00291092,"domain_scores_codex":[0.9979742,0.0004070404,0.0003084307,0.0003844758,0.0008609373,0.00006485363],"domain_scores_gemma":[0.9926369,0.005654566,0.0006781972,0.0001282374,0.0008222066,0.00007995427],"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":[0.0001836375,0.00004284921,0.001791955,0.02344043,0.000366873,0.0001436381,0.00009201778,0.0003570817,0.001557586,0.002116729,0.007978181,0.961929],"study_design_scores_gemma":[0.0002645202,0.0007714922,0.04057435,0.04422986,0.005024482,0.01071752,0.0008781693,0.003153344,0.006664167,0.01339553,0.8739307,0.000395888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000526784,0.9971841,0.0008907358,0.0002746214,0.0001517997,0.000008439918,0.00006789588,0.00001793435,0.0008776896],"genre_scores_gemma":[0.01352145,0.9803593,0.003886664,0.0007208926,0.0005691456,0.00003086497,0.0001567821,0.00001980264,0.0007351102],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003868847,"threshold_uncertainty_score":0.01897019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205743519","doi":"10.1007/s13239-021-00601-3","title":"Correction to: Predictive Model for Thrombus Formation After Transcatheter Valve Replacement","year":2022,"lang":"en","type":"erratum","venue":"Cardiovascular Engineering and Technology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Thrombus; Valve replacement; Computer science; Medicine; Cardiology","authors":[{"name":"Hoda Hatoum","is_ca":false},{"name":"Shelly Singh-Gryzbon","is_ca":false},{"name":"Fateme Esmailie","is_ca":false},{"name":"Philipp Ruile","is_ca":false},{"name":"Franz‐Josef Neumann","is_ca":false},{"name":"Philipp Blanke","is_ca":true},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Ajit P. Yoganathan","is_ca":false},{"name":"Lakshmi Prasad Dasi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007121481850021129,"gpt":0.2103320698843135,"spread":0.2032105880342924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002719008,0.002293477,0.002171489,0.00338429,0.001495633,0.003367665,0.002671618,0.004990879,0.1151997],"category_scores_gemma":[0.07130951,0.0008728091,0.001839762,0.001812975,0.001337331,0.001912082,0.001431304,0.007177633,0.0538267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219552,"about_ca_system_score_gemma":0.004331491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769513,"about_ca_topic_score_gemma":0.01514029,"domain_scores_codex":[0.9975191,0.0004281618,0.0004502209,0.0004030739,0.001002372,0.0001971048],"domain_scores_gemma":[0.9707308,0.008716253,0.001054774,0.00204981,0.01611749,0.0013309],"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":[0.00004943725,0.00000690227,0.0001247124,0.0001012038,0.00001572199,0.0002078332,0.00001027037,0.0001743462,0.00002911274,0.0006705856,0.9934424,0.005167475],"study_design_scores_gemma":[0.0002215367,0.00005122902,0.001516762,0.0004503287,0.00008830595,0.001618201,0.0001037039,0.004730573,0.0007124608,0.007207611,0.9832115,0.00008772845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002587816,0.000704866,0.002548309,0.03454001,0.9544526,0.00004092657,0.004302867,0.0006723002,0.002479343],"genre_scores_gemma":[0.03645123,0.005654126,0.01529918,0.06065845,0.4907636,0.000369286,0.01107686,0.004130401,0.375597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1151997,"threshold_uncertainty_score":0.3853814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216147440","doi":"10.1007/s13239-021-00590-3","title":"Spectral-Clustering of Lagrangian Trajectory Graphs: Application to Abdominal Aortic Aneurysms","year":2021,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Topological and Geometric Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Spectral clustering; Cluster analysis; Trajectory; Graph; Fluid dynamics; Topology (electrical circuits); Computer science; Physics; Discrete mathematics; Artificial intelligence; Combinatorics; Mechanics","authors":[{"name":"Ahmed Darwish","is_ca":true},{"name":"Shahrzad Norouzi","is_ca":true},{"name":"Lyes Kadem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004539281865310953,"gpt":0.1832368790102193,"spread":0.1786975971449083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009427076,0.0006938784,0.0007030311,0.004030448,0.001239264,0.001179718,0.001081003,0.001092695,0.00116831],"category_scores_gemma":[0.005014011,0.0003169275,0.0008352546,0.003860375,0.000956047,0.0008337628,0.001171998,0.0007152461,0.0004303058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075544,"about_ca_system_score_gemma":0.001081194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124263,"about_ca_topic_score_gemma":0.01085848,"domain_scores_codex":[0.9996151,0.0001384009,0.00002136013,0.00009806555,0.0000797964,0.00004725374],"domain_scores_gemma":[0.9973493,0.001162528,0.0003446081,0.0003420202,0.0005895001,0.0002121569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000309054,0.0002344041,0.01214524,0.0002842578,0.0001339335,0.0005218259,0.0006862673,0.6967021,0.01150291,0.04153952,0.004366282,0.2315742],"study_design_scores_gemma":[0.000006380351,0.0000219926,0.001264699,0.000008833127,0.00001163905,0.00008007361,0.0001177295,0.9829735,0.001339094,0.01340391,0.0007592646,0.00001292796],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2194401,0.0004340899,0.7759272,0.0004128602,0.00005973207,0.0001046202,0.0005898533,0.00125379,0.001777747],"genre_scores_gemma":[0.7436316,0.0004396336,0.2526179,0.00006085409,0.00006638451,0.00005884741,0.001039654,0.0002657561,0.001819278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01124263,"threshold_uncertainty_score":0.02235436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2466637695","doi":"10.1007/s13239-016-0271-0","title":"Modeling Current Density Maps Using Aliev–Panfilov Electrophysiological Heart Model","year":2016,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Current (fluid); Electrophysiology; Cardiac electrophysiology; Computer science; Work (physics); Current density; Neuroscience; Engineering; Physics; Electrical engineering; Psychology; Mechanical engineering","authors":[{"name":"Mohammad Taghi Hamidi Beheshti","is_ca":true},{"name":"F. H. Foomany","is_ca":true},{"name":"Karl Magtibay","is_ca":true},{"name":"Stéphane Massé","is_ca":true},{"name":"Patrick F.H. Lai","is_ca":true},{"name":"John Asta","is_ca":true},{"name":"David A. Jaffray","is_ca":true},{"name":"Kumaraswamy Nanthakumar","is_ca":true},{"name":"Sridhar Krishnan","is_ca":true},{"name":"Karthikeyan Umapathy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01221025713964687,"gpt":0.2196127549655655,"spread":0.2074024978259186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476098,0.0005550446,0.000674055,0.000678355,0.0003978103,0.000835673,0.001242836,0.001993418,0.002284927],"category_scores_gemma":[0.00157318,0.000492183,0.0008115654,0.0004754371,0.0004619811,0.001205323,0.0006933454,0.0007950072,0.0005620782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005460688,"about_ca_system_score_gemma":0.0006650184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008458203,"about_ca_topic_score_gemma":0.0048708,"domain_scores_codex":[0.9998951,0.00003155167,0.000007018864,0.00002070131,0.00002937491,0.0000162306],"domain_scores_gemma":[0.9996958,0.0001508991,0.00003867425,0.00002440355,0.00006671511,0.00002351876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001574895,0.00001479378,0.0003242203,0.00002223656,0.00001729451,0.00008314463,0.00004330522,0.9833996,0.0009503668,0.01048822,0.0003781757,0.004262851],"study_design_scores_gemma":[0.000002856672,0.000003004091,0.00005205021,0.000002853263,0.000002856383,0.00002262963,0.000003351708,0.9975337,0.0001070917,0.001984472,0.0002823746,0.000002793623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03426358,0.0005475639,0.9531348,0.000368129,0.00008601735,0.00006052827,0.0002363372,0.0005653222,0.01073776],"genre_scores_gemma":[0.9219173,0.0007813542,0.06364395,0.0001816141,0.0001076997,0.0001815401,0.0002804577,0.0002093591,0.01269666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008458203,"threshold_uncertainty_score":0.01681793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225381925","doi":"10.1007/s13239-022-00627-1","title":"Redo Transcatheter Aortic Valve Implantation with the ALLEGRA Transcatheter Heart Valve: Insights from Bench Testing","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Providence Health Care; Centre for Social Innovation; St. Paul's Hospital","funders":"","keywords":"Heart valve; Aortic valve; Cardiology; Medicine; Internal medicine","authors":[{"name":"Mariama Akodad","is_ca":true},{"name":"Maximilian Kütting","is_ca":false},{"name":"Stephanie Sellers","is_ca":true},{"name":"Alina Kirsten","is_ca":false},{"name":"Philipp Marx","is_ca":false},{"name":"Isabel Kim","is_ca":true},{"name":"Anson Cheung","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Lars Søndergaard","is_ca":false},{"name":"Stefan Toggweiler","is_ca":false},{"name":"David Wood","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Janarthanan Sathananthan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006910832175205397,"gpt":0.2184382347337645,"spread":0.2115274025585591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008012964,0.0005405296,0.0008533163,0.001078113,0.0005845905,0.005339236,0.001232673,0.001901625,0.00307951],"category_scores_gemma":[0.01052631,0.0002353229,0.000565287,0.0004074931,0.004580471,0.003417909,0.001772727,0.003439436,0.0007800207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008320303,"about_ca_system_score_gemma":0.001670217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004442495,"about_ca_topic_score_gemma":0.0008618729,"domain_scores_codex":[0.9971185,0.001023974,0.0001135814,0.0003181954,0.001222256,0.0002034971],"domain_scores_gemma":[0.9877234,0.007885234,0.000998314,0.0009439785,0.001493851,0.0009552111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001183188,0.001352551,0.03782416,0.001858503,0.0002887781,0.002605669,0.001927717,0.001871826,0.03820488,0.0773852,0.02438987,0.8111076],"study_design_scores_gemma":[0.0004830299,0.01069458,0.1706475,0.006194926,0.000603497,0.02404206,0.006657249,0.02147857,0.05513559,0.2693972,0.4340315,0.000634349],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3272056,0.3038832,0.09975117,0.1125911,0.006238346,0.0002167791,0.0004786148,0.000783198,0.1488519],"genre_scores_gemma":[0.8114147,0.09382797,0.05488982,0.02269367,0.007022148,0.0001251395,0.000341348,0.0002465047,0.009438606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008012964,"threshold_uncertainty_score":0.04237711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054104846","doi":"10.1007/s13239-012-0116-4","title":"Structural-Mechanical Changes in the Pericardium During Pregnancy","year":2013,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; University Health Network; National Institutes of Health; Adobe Systems","keywords":"Pericardium; Crimp; Pregnancy; Gestation; Ventricle; Medicine; Pericardial fluid; Histology; Internal medicine; Anatomy; Cardiology; Endocrinology; Chemistry; Biology","authors":[{"name":"Jennifer A. E. Doane","is_ca":true},{"name":"J. Michael Lee","is_ca":true},{"name":"Sarah Wells","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008369210341630448,"gpt":0.216861244651323,"spread":0.2084920343096925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004220278,0.0001952204,0.0002659276,0.0006452076,0.0003048326,0.0004580912,0.000267702,0.0004894163,0.001384499],"category_scores_gemma":[0.001705235,0.0002576996,0.0001870167,0.0003566123,0.0006269448,0.0003106706,0.0003194304,0.0005540623,0.0002143183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226988,"about_ca_system_score_gemma":0.000211547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008907448,"about_ca_topic_score_gemma":0.0007080549,"domain_scores_codex":[0.9997972,0.00007157448,0.00001287572,0.00003092018,0.00003943065,0.00004806145],"domain_scores_gemma":[0.9996305,0.0001285469,0.0001020152,0.00003320581,0.00004628346,0.0000595652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008396204,0.0005466091,0.227648,0.000374884,0.0001732746,0.02298652,0.004041173,0.001072705,0.6624952,0.001318141,0.0006404032,0.07030695],"study_design_scores_gemma":[0.00003628751,0.001239435,0.969289,0.00003329444,0.00005702972,0.007129092,0.001148351,0.0007546558,0.01863421,0.0004002817,0.001257573,0.00002081842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973131,0.00131925,0.0003098509,0.00008578144,0.00001396757,0.00001205669,0.00004769269,0.000005312358,0.0008930797],"genre_scores_gemma":[0.9990516,0.0004503879,0.0001009925,0.00002284476,0.00001485277,0.000008545025,0.00003828713,0.000002404326,0.0003101253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001384499,"threshold_uncertainty_score":0.004631579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809838558","doi":"10.1007/s13239-018-0365-y","title":"Correction to: Editorial: Special Issue on Heart Valve Mechanobiology","year":2018,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"National Heart, Lung, and Blood Institute","keywords":"Mechanobiology; Computer science; Data science; Medicine; Anatomy","authors":[{"name":"Craig A. Simmons","is_ca":true},{"name":"Hanjoong Jo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003884047152594666,"gpt":0.245900346218236,"spread":0.2420162990656413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005599324,0.00399134,0.004110929,0.005219061,0.003558926,0.007197239,0.003948995,0.01977417,0.02689627],"category_scores_gemma":[0.04430259,0.001813789,0.003486909,0.001878643,0.003256351,0.003419228,0.002892736,0.02175574,0.0173806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004215812,"about_ca_system_score_gemma":0.004570069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00317478,"about_ca_topic_score_gemma":0.006317438,"domain_scores_codex":[0.9944765,0.0008220764,0.0008764901,0.0009433016,0.002149907,0.0007318325],"domain_scores_gemma":[0.9717316,0.00811734,0.002500713,0.001302282,0.01319725,0.003150798],"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":[0.00003760847,0.000009118974,0.00004525438,0.0001415522,0.0000245574,0.0001895685,0.00001003967,0.00002150634,0.00004968652,0.0001139797,0.9970602,0.002296922],"study_design_scores_gemma":[0.0001476318,0.00004127798,0.0008364405,0.0005763579,0.000127198,0.0006738834,0.00005924996,0.0002638908,0.0002604285,0.0008559201,0.9961119,0.00004576954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002693984,0.001092887,0.00006601334,0.02176676,0.976683,0.000007035087,0.00003885287,0.00002997545,0.0002884475],"genre_scores_gemma":[0.0006994518,0.001792884,0.0001653061,0.03287496,0.9584077,0.00002430056,0.00005917103,0.00006381326,0.005912416],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02689627,"threshold_uncertainty_score":0.08997697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2732888932","doi":"10.1007/s13239-017-0315-0","title":"Arrhythmia Vulnerability in Diabetic Cardiac Tissue is Species-Dependent: Effects of I KATP, Uncoupling, and Connexin Lateralization","year":2017,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Ventricle; Connexin; Diabetes mellitus; Gap junction; Potassium channel; Internal medicine; Cardiology; Cardiac arrhythmia; Ischemia; Glibenclamide; Medicine; Endocrinology; Potassium; Chemistry; Biology; Atrial fibrillation; Cell biology","authors":[{"name":"A. Ghazanfari","is_ca":true},{"name":"Edward J. Vigmond","is_ca":false},{"name":"Anders Nygren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004332380242429283,"gpt":0.211653441253223,"spread":0.2073210610107937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004650368,0.000293365,0.0004032931,0.0003067267,0.0003559549,0.0007328102,0.0003170399,0.0003343908,0.00235994],"category_scores_gemma":[0.0004820102,0.0002879032,0.0003841503,0.000204967,0.0005976588,0.0009269512,0.0004800473,0.001106773,0.0001588371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000326941,"about_ca_system_score_gemma":0.0002312702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000515969,"about_ca_topic_score_gemma":0.0007215861,"domain_scores_codex":[0.9997326,0.00005984763,0.00003410276,0.00005984215,0.0000302876,0.00008338432],"domain_scores_gemma":[0.999448,0.0001076718,0.000144283,0.00008185761,0.00003303674,0.0001851504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003506322,0.0001581824,0.0009330211,0.00004508193,0.00002668936,0.0001305758,0.00009153138,0.00007828893,0.9932239,0.0003687677,0.00004655856,0.00139122],"study_design_scores_gemma":[0.0002413502,0.002595203,0.04901373,0.00003587077,0.0001958648,0.0006400498,0.0007385996,0.002292614,0.9418893,0.0006525498,0.001666163,0.00003875191],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971762,0.0008330696,0.0007502151,0.0001067141,0.00002496613,0.00001095774,0.00008669632,0.00001309515,0.0009982112],"genre_scores_gemma":[0.9981191,0.0004485224,0.0006072713,0.00008659311,0.00001250971,0.00002471924,0.00008951218,0.00002177892,0.0005900169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00235994,"threshold_uncertainty_score":0.007894754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388912946","doi":"10.1007/s13239-023-00700-3","title":"Motion Characterization of Pacemaker Lead Wire In Vivo for Piezoelectric Energy Harvesting Applications","year":2023,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Fluoroscopy; Energy harvesting; Finite element method; Energy (signal processing); Acoustics; Electronic engineering; Simulation; Computer science; Engineering; Physics; Radiology; Medicine","authors":[{"name":"Christopher Hu","is_ca":true},{"name":"Kamran Behdinan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007608850225914579,"gpt":0.1821195710454956,"spread":0.174510720819581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001534373,0.0001392529,0.0001008991,0.0001268518,0.0001327827,0.0001706328,0.0001545973,0.0003067641,0.001063968],"category_scores_gemma":[0.0002527919,0.0001141534,0.00008294719,0.00009240739,0.0001661351,0.000181828,0.000102119,0.0001360768,0.0001863403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000667218,"about_ca_system_score_gemma":0.00008559263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001865832,"about_ca_topic_score_gemma":0.0003508981,"domain_scores_codex":[0.9999539,0.000009752255,0.000002303916,0.00001336653,0.00001360277,0.000007213941],"domain_scores_gemma":[0.9998879,0.00005338881,0.00001886642,0.0000117934,0.00001488388,0.00001308981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004390398,0.000006557598,0.0001707755,0.00001059263,8.505442e-7,0.000023582,0.00001943217,0.00005160046,0.9985885,0.0000356519,0.00001907463,0.001029458],"study_design_scores_gemma":[0.00001692177,0.0006392788,0.01421598,0.00001157944,0.0000165704,0.0003719538,0.0001186556,0.005397721,0.9776217,0.0001272132,0.001454348,0.000008194545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755276,0.0004968839,0.02236358,0.00007518834,0.00002628222,0.00002157145,0.0001557411,0.00004923304,0.001283903],"genre_scores_gemma":[0.9891186,0.0004098558,0.007958932,0.00004408526,0.00001310931,0.00003778883,0.0001745139,0.0000257509,0.002217309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001063968,"threshold_uncertainty_score":0.003559351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402581749","doi":"10.1007/s13239-024-00750-1","title":"Benchtop Flow Stasis Quantification: In Vitro Methods and In Vivo Possibilities","year":2024,"lang":"en","type":"article","venue":"Cardiovascular Engineering and Technology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"","keywords":"In vivo; Biomedical engineering; Heart valve; Thrombosis; Washout; Medicine; Cardiology; Surgery; Internal medicine; Biology","authors":[{"name":"Vahid Sadri","is_ca":false},{"name":"Prem A. Midha","is_ca":true},{"name":"Immanuel David Madukauwa‐David","is_ca":false},{"name":"Norihiko Kamioka","is_ca":false},{"name":"Phillip M. Trusty","is_ca":false},{"name":"Priya Nair","is_ca":false},{"name":"S. Cohen","is_ca":false},{"name":"Vrishank Raghav","is_ca":false},{"name":"Rahul Sharma","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Ajit P. Yoganathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009928352940177469,"gpt":0.3062741419131616,"spread":0.2963457889729841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00291895,0.001154887,0.0006991066,0.001291787,0.0007532103,0.002048979,0.0009633372,0.001845516,0.003182434],"category_scores_gemma":[0.001827175,0.0006072306,0.0006675651,0.0008040139,0.001184044,0.001646508,0.0006859341,0.001661132,0.001197278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006658797,"about_ca_system_score_gemma":0.0009400348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585723,"about_ca_topic_score_gemma":0.001844878,"domain_scores_codex":[0.9983122,0.0005183007,0.00009050826,0.0003797314,0.0005643333,0.0001347993],"domain_scores_gemma":[0.9983037,0.0007871508,0.0002038572,0.0002828927,0.000332161,0.00009023256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000198253,0.0001938609,0.001551609,0.0002714095,0.00003602142,0.00003484164,0.0001412352,0.0003487773,0.9705086,0.001092841,0.0005719257,0.02505056],"study_design_scores_gemma":[0.00002044145,0.0004773208,0.00493591,0.00004479883,0.0001064604,0.0002027759,0.00009945095,0.009663246,0.977261,0.0008129939,0.00633442,0.00004125838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1800222,0.01720238,0.7898959,0.001013932,0.0007182524,0.0004246719,0.001469873,0.002083211,0.007169497],"genre_scores_gemma":[0.5838937,0.01491193,0.3879233,0.0008611947,0.000596836,0.0006814615,0.001619583,0.0003900331,0.009121977],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003182434,"threshold_uncertainty_score":0.01543701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}