{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":52,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":52,"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":"366a70c54fb8","filters":{"venue":"Radiology Cardiothoracic Imaging"}},"results":[{"id":"W4296664047","doi":"10.1148/ryct.220183","title":"CAD-RADS™ 2.0 – 2022 Coronary Artery Disease – Reporting and Data System An Expert Consensus Document of the Society of Cardiovascular Computed Tomography (SCCT), the American College of Cardiology (ACC), the American College of Radiology (ACR) and the North America Society of Cardiovascular Imaging (NASCI)","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":126,"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":"British Heart Foundation","keywords":"Medicine; Coronary artery disease; Stenosis; Fractional flow reserve; CAD; Radiology; Cardiology; Internal medicine; Computed tomography angiography; Angiography; Coronary angiography; Myocardial infarction","authors":[{"name":"Ricardo C. Cury","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Suhny Abbara","is_ca":false},{"name":"Stephan Achenbach","is_ca":false},{"name":"Daniel S. Berman","is_ca":false},{"name":"Márcio Sommer Bittencourt","is_ca":false},{"name":"Matthew J. Budoff","is_ca":false},{"name":"Kavitha M. Chinnaiyan","is_ca":false},{"name":"Andrew Choi","is_ca":false},{"name":"Brian Ghoshhajra","is_ca":false},{"name":"Jill Jacobs","is_ca":false},{"name":"Lynne Koweek","is_ca":false},{"name":"John R. Lesser","is_ca":false},{"name":"Christopher D. Maroules","is_ca":false},{"name":"Geoffrey D. Rubin","is_ca":false},{"name":"Frank J. Rybicki","is_ca":false},{"name":"Leslee J. Shaw","is_ca":false},{"name":"Michelle C. Williams","is_ca":false},{"name":"Eric E. Williamson","is_ca":false},{"name":"Charles S. White","is_ca":false},{"name":"Todd C. Villines","is_ca":false},{"name":"Ron Blankstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01368656268633364,"gpt":0.2723007305180378,"spread":0.2586141678317042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007276064,0.0005964204,0.004668551,0.0001854364,0.0007248075,0.00001102894,0.001110434,0.00006160546,0.000001456848],"category_scores_gemma":[0.0006614699,0.0003691867,0.004021057,0.001557806,0.01486976,0.00009156377,0.001746744,0.0008825695,6.253948e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981513,"about_ca_system_score_gemma":0.000652667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740722,"about_ca_topic_score_gemma":0.000003408982,"domain_scores_codex":[0.9899812,0.004836092,0.002191277,0.001183832,0.001070651,0.0007369522],"domain_scores_gemma":[0.9890216,0.002567483,0.003330528,0.004343461,0.0005427666,0.000194137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002079376,0.0001444373,0.8901817,0.001378872,0.03955387,0.0006429082,0.004526074,0.03262984,0.001574417,0.000145322,0.01334957,0.01379361],"study_design_scores_gemma":[0.008653608,0.000720965,0.7183327,0.0005350854,0.02492383,0.03524871,0.1236187,0.06862362,0.0004393655,0.00008538159,0.01759889,0.001219134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446669,0.141733,0.004007753,0.002973448,0.0007027813,0.002141055,0.003667252,0.00006270259,0.00004508154],"genre_scores_gemma":[0.9938681,0.003619455,0.001258835,0.0006098378,0.000284614,0.0001363292,0.0001414765,0.00007771752,0.000003710095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171849,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2989976879","doi":"10.1148/ryct.2019190050","title":"Coronary CT Angiography-derived Fractional Flow Reserve Testing in Patients with Stable Coronary Artery Disease: Recommendations on Interpretation and Reporting","year":2019,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Fractional flow reserve; Medicine; Coronary artery disease; Coronary angiography; Cardiology; Internal medicine; Angiography; Radiology; Myocardial infarction","authors":[{"name":"Bjarne Linde Nørgaard","is_ca":false},{"name":"Timothy Fairbairn","is_ca":false},{"name":"Robert D. Safian","is_ca":false},{"name":"Mark Rabbat","is_ca":false},{"name":"Brian Ko","is_ca":false},{"name":"Jesper Møller Jensen","is_ca":false},{"name":"Koen Nieman","is_ca":false},{"name":"Kavitha M. Chinnaiyan","is_ca":false},{"name":"Niels Peter Rønnow Sand","is_ca":false},{"name":"Hitoshi Matsuo","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Gilbert Raff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01846944763738147,"gpt":0.2932860091216408,"spread":0.2748165614842594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000469614,0.0002056835,0.0004325899,0.0003862731,0.0001276892,0.00002946161,0.00005385852,0.00003612262,0.00009708956],"category_scores_gemma":[0.0007038073,0.0001922742,0.0001625118,0.0002926852,0.00009590595,0.0003207198,0.00005349387,0.0003340438,0.000010186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722541,"about_ca_system_score_gemma":0.0001006907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003051031,"about_ca_topic_score_gemma":0.000005672434,"domain_scores_codex":[0.9981811,0.0001784482,0.0006576338,0.000482144,0.0001937283,0.0003069643],"domain_scores_gemma":[0.9983624,0.0005895854,0.000406264,0.0003287117,0.000183918,0.0001291654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009246511,0.0001700221,0.9639521,0.00007079509,0.0001535335,0.0004655294,0.00006681625,0.001161793,0.00006025282,0.000009385533,0.0002517557,0.03271343],"study_design_scores_gemma":[0.001604843,0.0003705319,0.9805189,0.0008397146,0.000144875,0.0006849865,0.0002019411,0.0152201,0.000006378761,0.00006509091,0.0001508698,0.0001917475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954755,0.0006542054,0.001416788,0.0006078227,0.0003477148,0.0006460915,0.00006013658,0.00007188616,0.0007199042],"genre_scores_gemma":[0.9943559,0.00002005685,0.004433177,0.0003264773,0.00006036226,0.00005245121,0.0006519116,0.00003333787,0.00006635144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03252168,"threshold_uncertainty_score":0.7840716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214498259","doi":"10.1148/ryct.210252","title":"Cardiac MRI Assessment of Nonischemic Myocardial Inflammation: State of the Art Review and Update on Myocarditis Associated with COVID-19 Vaccination","year":2021,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Myocarditis; Medicine; Viral Myocarditis; Cardiology; Cardiac imaging; Internal medicine; Vaccination; Inflammation; Coronavirus disease 2019 (COVID-19); Disease; Magnetic resonance imaging; Radiology; Intensive care medicine; Pathology; Infectious disease (medical specialty)","authors":[{"name":"Felipe Sánchez Tijmes","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Jacob A. Udell","is_ca":true},{"name":"Michael A. Seidman","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02392666106864309,"gpt":0.3841413319785366,"spread":0.3602146709098935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00217117,0.0004434032,0.004100263,0.0003273324,0.0001828032,0.00002066098,0.0001867564,0.0002456045,0.00004201098],"category_scores_gemma":[0.0009122945,0.0003002474,0.0009651269,0.0008844457,0.0004168886,0.0001017933,0.0001741294,0.001140696,0.000004406634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006789644,"about_ca_system_score_gemma":0.001887012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009857547,"about_ca_topic_score_gemma":7.062542e-7,"domain_scores_codex":[0.9953641,0.002332787,0.0009417924,0.0005789176,0.0004058233,0.0003765592],"domain_scores_gemma":[0.9970631,0.0005424557,0.0008919947,0.0008907002,0.0004897026,0.0001220248],"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":[0.00003711363,0.0000802248,0.008017032,0.04197956,0.01137324,0.0001344999,0.00005757887,0.00007117688,0.00007319917,0.0001492492,0.01178311,0.926244],"study_design_scores_gemma":[0.0009321616,0.0002849293,0.005180475,0.02749233,0.01189364,0.001602297,0.00002225923,0.00003496583,0.00006257017,0.00001179837,0.9520195,0.0004630478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001480473,0.9936399,0.0006210142,0.001203796,0.0003404423,0.001955991,0.0002224492,0.00003649238,0.001831844],"genre_scores_gemma":[0.00085178,0.9974108,0.0001729067,0.0002828955,0.0001221895,0.000225555,0.000695024,0.00005771017,0.000181081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9402364,"threshold_uncertainty_score":0.999945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399874189","doi":"10.1148/ryct.240135","title":"Cardiovascular Imaging, Climate Change, and Environmental Sustainability","year":2024,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Institutes of Health","keywords":"Sustainability; Climate change; Environmental science; Environmental resource management; Geology; Ecology; Oceanography; Biology","authors":[{"name":"Suvai Gunasekaran","is_ca":true},{"name":"Andrew Szava-Kovats","is_ca":true},{"name":"Thomas Battey","is_ca":true},{"name":"Jonathan Gross","is_ca":true},{"name":"Eugenio Picano","is_ca":true},{"name":"Subha V. Raman","is_ca":true},{"name":"E. Lee","is_ca":true},{"name":"Malenka M. Bissell","is_ca":true},{"name":"Mirvat Alasnag","is_ca":true},{"name":"Adrienne Campbell‐Washburn","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04252968058991276,"gpt":0.3447998094630223,"spread":0.3022701288731096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002027599,0.0009835419,0.002932045,0.0002736269,0.0003712258,0.000181731,0.0004080286,0.0003267608,0.0001925917],"category_scores_gemma":[0.00007953114,0.0008356042,0.001372033,0.0003491251,0.0009205648,0.0005681909,0.001265872,0.001009797,0.0005385241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211398,"about_ca_system_score_gemma":0.00005811807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619049,"about_ca_topic_score_gemma":0.000003609535,"domain_scores_codex":[0.9946976,0.0007611078,0.0007942792,0.001713934,0.0004148341,0.001618288],"domain_scores_gemma":[0.9979797,0.0001418931,0.0002323696,0.001174909,0.000007845897,0.0004633058],"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":[0.000003999258,0.00001578325,0.002887467,0.009573115,0.0001736716,0.0007530814,0.0003090058,0.00000189314,3.153507e-7,0.00001101633,0.00218642,0.9840842],"study_design_scores_gemma":[0.0001297809,0.00001958289,0.0003804342,0.001882285,0.003433618,0.00449214,0.0002121447,0.0001571695,1.521616e-7,0.0001627047,0.9883214,0.0008085608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007004481,0.9950318,0.00006003174,0.0002861061,0.0009152107,0.001828684,0.0003250483,0.0002125051,0.00127062],"genre_scores_gemma":[0.0008149541,0.9968053,0.00009168126,0.00034677,0.0009373841,0.00046655,0.0002523531,0.0001885825,0.00009649118],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.986135,"threshold_uncertainty_score":0.9994095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080736782","doi":"10.1148/ryct.2020190140","title":"Utility of FDG PET and Cardiac MRI in Diagnosis and Monitoring of Immunosuppressive Treatment in Cardiac Sarcoidosis","year":2020,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Ejection fraction; Cardiac sarcoidosis; Sarcoidosis; Standardized uptake value; Cardiac PET; Internal medicine; Nuclear medicine; Cardiology; Positron emission tomography; Radiology; Retrospective cohort study; Heart failure","authors":[{"name":"Richard Coulden","is_ca":true},{"name":"Emer Sonnex","is_ca":true},{"name":"Jonathan Abele","is_ca":true},{"name":"Andrew Crean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03076082918547577,"gpt":0.3300260610727594,"spread":0.2992652318872836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006394855,0.0002437449,0.001558575,0.000280482,0.00003846492,0.00001124459,0.00008722902,0.00009250169,0.000008936259],"category_scores_gemma":[0.0002661464,0.0002204128,0.0002392693,0.0003884953,0.0004189242,0.000112266,0.0001305967,0.0003057267,6.632775e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026002,"about_ca_system_score_gemma":0.0001137504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008528922,"about_ca_topic_score_gemma":0.000002780285,"domain_scores_codex":[0.9977383,0.0005654623,0.0005317863,0.0005245397,0.0002264904,0.0004134492],"domain_scores_gemma":[0.9987834,0.0005389033,0.0001135716,0.0003156662,0.00008377543,0.0001646457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002490075,0.00007819638,0.9363894,0.0003076671,0.0002486807,0.0001036908,0.001748728,0.000009968712,0.03428686,0.000005251457,0.0000350711,0.0265375],"study_design_scores_gemma":[0.001123415,0.0002097105,0.9329109,0.0002268514,0.000182265,0.00003666796,0.001504362,0.0005597245,0.06291464,0.000007746959,0.0001759353,0.000147764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958442,0.03910638,0.00001577177,0.001347219,0.0001124444,0.0006217629,0.00006928012,0.00001495914,0.0002701844],"genre_scores_gemma":[0.9841894,0.01486965,0.000653159,0.00002164579,0.000133683,0.00009153468,0.00001006551,0.00002369477,0.000007157215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862778,"threshold_uncertainty_score":0.8988173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129006655","doi":"10.1148/ryct.2021200314","title":"Chronic Lung Allograft Dysfunction: Review of CT and Pathologic Findings","year":2021,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Bronchiolitis obliterans; Lung; Lung transplantation; Bronchiolitis; Transplantation; Radiology; Surgery; Respiratory system; Internal medicine","authors":[{"name":"Danielle Byrne","is_ca":true},{"name":"Roland G. Nádor","is_ca":true},{"name":"John C. English","is_ca":true},{"name":"John Yee","is_ca":true},{"name":"Robert D. Levy","is_ca":true},{"name":"Céline Bergeron","is_ca":true},{"name":"John R. Swiston","is_ca":true},{"name":"Onno M. Mets","is_ca":true},{"name":"Néstor L. Müller","is_ca":true},{"name":"Ana-Maria Bilawich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03005440246514593,"gpt":0.3869996471628499,"spread":0.3569452446977039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001719828,0.0005484608,0.005159469,0.000299492,0.00009455085,0.00001574614,0.0001437754,0.0001727167,0.0001390438],"category_scores_gemma":[0.0003310395,0.000424045,0.001251264,0.0004720369,0.000306678,0.00007633039,0.00006982961,0.0007773758,0.000006338325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252595,"about_ca_system_score_gemma":0.0005685872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005143471,"about_ca_topic_score_gemma":2.586043e-7,"domain_scores_codex":[0.9964048,0.001126218,0.00104254,0.0007760315,0.000220502,0.0004299599],"domain_scores_gemma":[0.998116,0.0006225659,0.000382215,0.0006186317,0.000129166,0.000131406],"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":[0.000003852319,0.000006670624,0.001219239,0.2355438,0.0005305038,0.002152309,0.00001473787,1.389262e-7,0.000004730312,0.0000523838,0.0006165535,0.7598551],"study_design_scores_gemma":[0.0003504902,0.00004778457,0.0003168643,0.1597383,0.009500571,0.06314395,0.00001177946,0.000006110925,0.00000401678,0.000005395889,0.7665262,0.0003484859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008408468,0.9934271,0.00368874,0.0003590899,0.0007450249,0.0009432165,0.0000472897,0.00008023559,0.0007009205],"genre_scores_gemma":[0.00001716989,0.9918733,0.006222267,0.0005203506,0.0005375372,0.00009561501,0.0004611259,0.00006755788,0.0002050434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7659097,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185956145","doi":"10.1148/ryct.2021200496","title":"International Consensus Statement on Nomenclature and Classification of the Congenital Bicuspid Aortic Valve and Its Aortopathy, for Clinical, Surgical, Interventional and Research Purposes","year":2021,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; St. Paul's Hospital; University of British Columbia; Université Laval; Montreal Heart Institute; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute for Health and Care Research; Univerzita Karlova v Praze","keywords":"Bicuspid aortic valve; Medicine; Cusp (singularity); Phenotype; Internal medicine; Cardiology; Aortic valve; Genetics; Biology","authors":[{"name":"Héctor I. Michelena","is_ca":false},{"name":"Alessandro Della Corte","is_ca":false},{"name":"Arturo Evangelista","is_ca":false},{"name":"Joseph J. Maleszewski","is_ca":false},{"name":"William D. Edwards","is_ca":false},{"name":"Mary J. Roman","is_ca":false},{"name":"Richard B. Devereux","is_ca":false},{"name":"Borja Fernández","is_ca":false},{"name":"Federico M. Asch","is_ca":false},{"name":"Alex J. Barker","is_ca":false},{"name":"Lilia M. Sierra-Galán","is_ca":false},{"name":"Laurent de Kerchove","is_ca":false},{"name":"Susan M. Fernandes","is_ca":false},{"name":"Paul W.M. Fedak","is_ca":true},{"name":"Evaldas Girdauskas","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"Suhny Abbara","is_ca":false},{"name":"Emmanuel Lansac","is_ca":false},{"name":"Siddharth K. Prakash","is_ca":false},{"name":"Malenka M. Bissell","is_ca":false},{"name":"Bogdan A. Popescu","is_ca":false},{"name":"Michael D. Hope","is_ca":false},{"name":"Marta Sitges","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Phillippe Pibarot","is_ca":true},{"name":"Krishnaswamy Chandrasekaran","is_ca":false},{"name":"Patrizio Lancellotti","is_ca":false},{"name":"Michael A. Borger","is_ca":false},{"name":"John K. Forrest","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Dianna M. Milewicz","is_ca":false},{"name":"Raj Makkaar","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Stephen P. Sanders","is_ca":false},{"name":"Michael Markl","is_ca":false},{"name":"Victor A. Ferrari","is_ca":false},{"name":"William C. Roberts","is_ca":false},{"name":"Jae‐Kwan Song","is_ca":false},{"name":"Philipp Blanke","is_ca":true},{"name":"Charles S. White","is_ca":false},{"name":"Samuel C. Siu","is_ca":true},{"name":"Lars G. Svensson","is_ca":false},{"name":"Alan C. Braverman","is_ca":false},{"name":"Joseph E. Bavaria","is_ca":false},{"name":"Thoralf M. Sundt","is_ca":false},{"name":"Gébrine El Khoury","is_ca":false},{"name":"Ruggero De Paulis","is_ca":false},{"name":"Maurice Enriquez‐Sarano","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Catherine M Otto","is_ca":false},{"name":"Hans‐Joachim Schäfers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.118724615169142,"gpt":0.445386839428817,"spread":0.326662224259675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008877884,0.0001097734,0.0003086835,0.00008038369,0.000118956,0.00002934795,0.00004584778,0.00006567743,0.00001372921],"category_scores_gemma":[0.0004616692,0.00007817982,0.0001643531,0.00008252797,0.0005407596,0.00004379305,0.00009708416,0.0001954084,8.021115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004906215,"about_ca_system_score_gemma":0.0001311848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001744397,"about_ca_topic_score_gemma":5.796477e-7,"domain_scores_codex":[0.9985755,0.0003059501,0.0003819082,0.0003668308,0.00019762,0.0001721743],"domain_scores_gemma":[0.9987067,0.0006293364,0.0001132497,0.0001659674,0.0002914291,0.00009330078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000848,0.000601926,0.9235531,0.0003318904,0.002173273,0.0001741577,0.0003793984,0.000001344155,0.002403797,0.006609433,0.001662078,0.06110875],"study_design_scores_gemma":[0.00447126,0.0005016637,0.9763975,0.0002729906,0.0009307112,0.001469403,0.001089075,0.0036634,0.001195511,0.001476723,0.008339316,0.0001924131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846631,0.009174888,0.00005437648,0.004405454,0.0002134044,0.0005173652,0.00007231408,0.00001055278,0.000888561],"genre_scores_gemma":[0.9979702,0.000949307,0.0004918831,0.00006606826,0.0001389191,0.00006080018,0.00006651581,0.00001112516,0.0002451831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06091634,"threshold_uncertainty_score":0.318808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388549641","doi":"10.1148/ryct.230124","title":"Artificial Intelligence–based Coronary Stenosis Quantification at Coronary CT Angiography versus Quantitative Coronary Angiography","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stenosis; Coronary angiography; Receiver operating characteristic; Angiography; Radiology; Predictive value; Cardiology; Predictive value of tests; Internal medicine; Myocardial infarction","authors":[{"name":"James Dundas","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Stephanie Sellers","is_ca":true},{"name":"Philipp Blanke","is_ca":true},{"name":"Patrícia Miranda","is_ca":true},{"name":"Nicholas Ng","is_ca":true},{"name":"Sarah Mullen","is_ca":true},{"name":"David Meier","is_ca":true},{"name":"Mariama Akodad","is_ca":true},{"name":"Janarthanan Sathananthan","is_ca":true},{"name":"Carlos Collet","is_ca":true},{"name":"Bernard De Bruyne","is_ca":true},{"name":"Olivier Müller","is_ca":true},{"name":"Γεώργιος Τζίμας","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0537825152064544,"gpt":0.3431578678730105,"spread":0.2893753526665561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00117599,0.0006057154,0.001117148,0.001823354,0.0005700324,0.000062633,0.0002774953,0.0001640429,0.00009503829],"category_scores_gemma":[0.0005245476,0.0006417591,0.002349821,0.002667892,0.001114018,0.0002335984,0.0001622005,0.000524378,0.0005491198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428179,"about_ca_system_score_gemma":0.0002340097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006819013,"about_ca_topic_score_gemma":0.000005052367,"domain_scores_codex":[0.9957093,0.0005722477,0.0008340426,0.001191964,0.0005968635,0.00109556],"domain_scores_gemma":[0.9957194,0.002303821,0.0002711671,0.001005414,0.0003355431,0.0003646023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00317104,0.0001759813,0.9205702,0.0001287243,0.001747183,0.003600256,0.0003574926,0.002373798,0.002992493,0.0005677508,0.01277235,0.05154277],"study_design_scores_gemma":[0.001131918,0.0005830688,0.9773698,0.0001950765,0.002206818,0.001540605,0.001901921,0.008980887,0.002236111,0.0004011738,0.002558855,0.0008937511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9454715,0.02079137,0.0189994,0.00346719,0.00543302,0.001460835,0.0004116758,0.001711696,0.002253324],"genre_scores_gemma":[0.9927788,0.0003967999,0.003537565,0.0006282458,0.0003827414,0.0001695255,0.001897407,0.0001368592,0.00007209463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05679965,"threshold_uncertainty_score":0.9996034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995807121","doi":"10.1148/ryct.2019190034","title":"Left Ventricular Mid-Diastolic Wall Thickness: Normal Values for Coronary CT Angiography","year":2019,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Centre Hospitalier de l’Université de Montréal; University of Ottawa","funders":"","keywords":"Medicine; Diastole; Cardiology; Coronary angiography; Basal (medicine); Internal medicine; Angiography; Prospective cohort study; Nuclear medicine; Blood pressure; Myocardial infarction","authors":[{"name":"Jeroen Walpot","is_ca":true},{"name":"Daniel Juneau","is_ca":true},{"name":"Samia Massalha","is_ca":true},{"name":"Girish Dwivedi","is_ca":true},{"name":"Frank J. Rybicki","is_ca":true},{"name":"Benjamin Chow","is_ca":true},{"name":"João R. Inácio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007838540597772628,"gpt":0.2716353194467755,"spread":0.2637967788490029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008342781,0.0003934436,0.001049536,0.0005007934,0.0001755322,0.00004486399,0.0001892852,0.0001123965,0.00005713842],"category_scores_gemma":[0.0003069361,0.0003791725,0.001538173,0.0003036007,0.0002596904,0.0001918648,0.00008113332,0.0004036104,0.0001383092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481153,"about_ca_system_score_gemma":0.000181735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004304205,"about_ca_topic_score_gemma":3.622204e-7,"domain_scores_codex":[0.9975086,0.0002091357,0.0004196568,0.0006896658,0.0003003178,0.0008726179],"domain_scores_gemma":[0.9979494,0.000700702,0.0001368347,0.0007421934,0.0002327128,0.0002381735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002041982,0.00006126407,0.9787882,0.0002473392,0.0007112589,0.001038994,0.0002302402,0.0003493704,0.001299841,0.00005347058,0.009172634,0.007843212],"study_design_scores_gemma":[0.006419002,0.0003860271,0.8341181,0.0004378005,0.003149251,0.05173368,0.0006442174,0.002909073,0.002980867,0.0004405794,0.09553092,0.001250491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283385,0.0486995,0.009621373,0.002274872,0.00352712,0.001757002,0.00008399907,0.0005074381,0.00519017],"genre_scores_gemma":[0.9926661,0.0001565227,0.003264687,0.002342443,0.0008056792,0.00005848399,0.0002482431,0.00009585051,0.0003619577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1446701,"threshold_uncertainty_score":0.999866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205424307","doi":"10.1148/ryct.210171","title":"Coronary CT Angiography to Guide Percutaneous Coronary Intervention","year":2022,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":25,"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":"British Heart Foundation","keywords":"Percutaneous coronary intervention; Medicine; Coronary angiography; Radiology; Percutaneous; Cardiology; Internal medicine; Myocardial infarction","authors":[{"name":"Γεώργιος Τζίμας","is_ca":true},{"name":"Gaurav S. Gulsin","is_ca":true},{"name":"Hidenobu Takagi","is_ca":true},{"name":"Niya Mileva","is_ca":false},{"name":"Jeroen Sonck","is_ca":false},{"name":"Olivier Müller","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Carlos Collet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02567641141594711,"gpt":0.3565513253191051,"spread":0.3308749139031579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001233583,0.000953049,0.004108313,0.001517761,0.0003169106,0.00006395115,0.0004489269,0.0001805095,0.0005047761],"category_scores_gemma":[0.0006974871,0.0009494671,0.006098152,0.001017026,0.0002703812,0.00009546491,0.0005251528,0.001434572,0.0002620244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304567,"about_ca_system_score_gemma":0.0005423917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008888415,"about_ca_topic_score_gemma":7.981416e-7,"domain_scores_codex":[0.9947615,0.001114365,0.001241505,0.001374539,0.0005223369,0.0009857877],"domain_scores_gemma":[0.9965605,0.00110395,0.000362898,0.001394984,0.0001098849,0.0004678073],"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":[0.00005764034,0.0000793287,0.005643529,0.004197195,0.001741416,0.02567557,0.00007211473,0.00001639043,0.000001629014,0.000009608564,0.03647073,0.9260349],"study_design_scores_gemma":[0.0002871063,0.0001600187,0.0006595703,0.00339352,0.006223057,0.2498772,0.0001301189,0.000008897805,2.488067e-7,0.000007507496,0.7386402,0.0006124934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008340082,0.9854074,0.0009645034,0.000183081,0.00348455,0.001793825,0.0002947002,0.0004801372,0.007308399],"genre_scores_gemma":[0.0007300709,0.9915391,0.001920545,0.001107481,0.001047833,0.0003920096,0.001923039,0.0002974311,0.001042473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9254224,"threshold_uncertainty_score":0.9992956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035367256","doi":"10.1148/ryct.2020190149","title":"Left Ventricular Mass and Wall Thickness Measurements Using Echocardiography and Cardiac MRI in Patients with Fabry Disease: Clinical Significance of Discrepant Findings","year":2020,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intraclass correlation; Cardiology; Fabry disease; Internal medicine; Left ventricular hypertrophy; Nuclear medicine; Radiology; Disease; Blood pressure","authors":[{"name":"Ciara O’Brien","is_ca":true},{"name":"Ian Britton","is_ca":true},{"name":"Gauri Rani Karur","is_ca":true},{"name":"Robert M. Iwanochko","is_ca":true},{"name":"Chantal F. Morel","is_ca":true},{"name":"Elsie T. Nguyen","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Anna Woo","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0277116514989566,"gpt":0.3102393183626553,"spread":0.2825276668636987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024254,0.0002682783,0.001085607,0.0002374394,0.00008966382,0.00002528963,0.0001235402,0.0001101214,0.000004096786],"category_scores_gemma":[0.0002688924,0.000226564,0.0002318878,0.0004371986,0.0005967788,0.000164489,0.0001049623,0.0004738088,7.039247e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101986,"about_ca_system_score_gemma":0.0001571387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005335529,"about_ca_topic_score_gemma":2.995959e-7,"domain_scores_codex":[0.9970697,0.000623239,0.0004966138,0.0007463941,0.0005832216,0.0004808014],"domain_scores_gemma":[0.9988226,0.0001318835,0.0001241373,0.0003167166,0.0001976831,0.0004070141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009977707,0.000056353,0.9951671,0.0003405412,0.0004709473,0.0002369264,0.0002014158,0.0001148939,0.0005238184,0.000003564211,0.00004258095,0.001844101],"study_design_scores_gemma":[0.002328543,0.0001604759,0.9942767,0.0001902051,0.0004495006,0.0000157609,0.0001672709,0.001980001,0.00006491765,0.00001282838,0.0001145595,0.0002392243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866616,0.00593441,0.005358917,0.0008589214,0.00009871391,0.0009829757,0.00003218306,0.00003282806,0.00003951088],"genre_scores_gemma":[0.9978092,0.0002576471,0.001563931,0.0002014483,0.00007722942,0.00001409242,0.00003207924,0.00004182807,0.000002570089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114763,"threshold_uncertainty_score":0.9239013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229082265","doi":"10.1148/ryct.210225","title":"Aspirin and Statin Therapy for Nonobstructive Coronary Artery Disease: Five-year Outcomes from the CONFIRM Registry","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Golder Associates (Canada); University of British Columbia","funders":"","keywords":"Medicine; Mace; Coronary artery disease; Aspirin; Internal medicine; Myocardial infarction; Hazard ratio; Cardiology; Prospective cohort study; Cohort; Cohort study; Statin; Stenosis; Percutaneous coronary intervention; Confidence interval","authors":[{"name":"Praveen Indraratna","is_ca":true},{"name":"Christopher Naoum","is_ca":true},{"name":"Sagit Ben Zekry","is_ca":true},{"name":"Heidi Gransar","is_ca":true},{"name":"Philipp Blanke","is_ca":true},{"name":"Stephanie Sellers","is_ca":true},{"name":"Stephan Achenbach","is_ca":true},{"name":"Mouaz H. Al‐Mallah","is_ca":true},{"name":"Daniele Andreini","is_ca":true},{"name":"Daniel S. Berman","is_ca":true},{"name":"Matthew J. Budoff","is_ca":true},{"name":"Filippo Cademartiri","is_ca":true},{"name":"Tracy Q. Callister","is_ca":true},{"name":"Hyuk‐Jae Chang","is_ca":true},{"name":"Kavitha M. Chinnaiyan","is_ca":true},{"name":"Benjamin J.W. Chow","is_ca":true},{"name":"Ricardo C. Cury","is_ca":true},{"name":"Augustin DeLago","is_ca":true},{"name":"Gudrun Feuchtner","is_ca":true},{"name":"Martin Hadamitzky","is_ca":true},{"name":"Jöerg Hausleiter","is_ca":true},{"name":"Philipp A. Kaufmann","is_ca":true},{"name":"Yong-Jin Kim","is_ca":true},{"name":"Erica Maffei","is_ca":true},{"name":"Hugo Marques","is_ca":true},{"name":"Pedro de Araújo Gonçalves","is_ca":true},{"name":"Gianluca Pontone","is_ca":true},{"name":"Gilbert Raff","is_ca":true},{"name":"Ronen Rubinshtein","is_ca":true},{"name":"Todd C. Villines","is_ca":true},{"name":"Fay Y. Lin","is_ca":true},{"name":"Leslee J. Shaw","is_ca":true},{"name":"Jagat Narula","is_ca":true},{"name":"Jeroen J. Bax","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486153375197522,"gpt":0.2912961519921172,"spread":0.2764346182401419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004861411,0.0002446608,0.0005913943,0.0000653176,0.000490427,0.00004065856,0.0001463708,0.00003677872,0.00005953277],"category_scores_gemma":[0.0003942708,0.0001952994,0.0002911725,0.00008829315,0.000412846,0.00006629058,0.0001264888,0.0004201431,0.000003773107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001366978,"about_ca_system_score_gemma":0.0002023298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007224405,"about_ca_topic_score_gemma":5.981914e-7,"domain_scores_codex":[0.9983189,0.0003189009,0.0002596102,0.0005110771,0.0002190538,0.0003724811],"domain_scores_gemma":[0.9970961,0.001978036,0.0001194257,0.0005763667,0.00008083232,0.0001492831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008550402,0.00003561244,0.9571788,0.00002190699,0.000525299,0.0003871439,0.0007510544,0.00008118954,0.0001879153,0.0001670791,0.01133524,0.02847373],"study_design_scores_gemma":[0.002949421,0.00009146508,0.9702456,0.00002426244,0.0003543152,0.0006866212,0.00255557,0.0004912376,0.00002879401,0.0007964625,0.02153473,0.0002414986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629158,0.01945143,0.002562329,0.01023925,0.001287933,0.001173286,0.001590662,0.0001402958,0.0006390326],"genre_scores_gemma":[0.9919585,0.0001638106,0.00145504,0.004884928,0.0004682899,0.0002985837,0.0004661627,0.00005387303,0.0002507898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02904274,"threshold_uncertainty_score":0.7964079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387132570","doi":"10.1148/ryct.220292","title":"Combined FDG PET/MRI versus Standard-of-Care Imaging in the Evaluation of Cardiac Sarcoidosis","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Toronto General Hospital; University of Toronto; University Health Network","funders":"University of Toronto","keywords":"Medicine; Nuclear medicine; Cardiac PET; Myocardial perfusion imaging; Positron emission tomography; Cardiac imaging; Radiology; Cardiac sarcoidosis; Perfusion; Magnetic resonance imaging; Sarcoidosis; Internal medicine","authors":[{"name":"Constantin Marschner","is_ca":true},{"name":"Faisal Fahad Aloufi","is_ca":true},{"name":"Matthew Aitken","is_ca":true},{"name":"Edward Cheung","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Robert M. Iwanochko","is_ca":true},{"name":"Meyer Balter","is_ca":true},{"name":"Yasbanoo Moayedi","is_ca":true},{"name":"Juan Duero Posada","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05011984963177948,"gpt":0.3957527520990678,"spread":0.3456329024672883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006528515,0.0002310757,0.0009747866,0.0006704812,0.0001187692,0.00002218751,0.0003010786,0.00006376272,0.00003848013],"category_scores_gemma":[0.0009345538,0.000182463,0.0004480419,0.00130347,0.0004263966,0.0001228551,0.0001140349,0.000427645,0.00001581783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823343,"about_ca_system_score_gemma":0.0004587653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009545358,"about_ca_topic_score_gemma":0.000006569426,"domain_scores_codex":[0.9955816,0.001476998,0.0005719062,0.0004505093,0.001337561,0.0005814411],"domain_scores_gemma":[0.997442,0.0008504979,0.0001628523,0.0007431186,0.0007250482,0.00007650513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004151518,0.00009489084,0.7041532,0.0006014227,0.0004853217,0.0002135107,0.005408433,0.0007623352,0.03219053,0.0002102499,0.003319682,0.2484089],"study_design_scores_gemma":[0.01321457,0.001326982,0.8779247,0.0007927207,0.002487366,0.0003746127,0.03810456,0.0291139,0.03293603,0.0003140098,0.002663899,0.0007465884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799629,0.009598594,0.00005924635,0.002809257,0.0006899899,0.001107119,0.00006867522,0.00007065321,0.005633577],"genre_scores_gemma":[0.9985714,0.000597983,0.0002871177,0.00006776737,0.0001986413,0.00009823356,0.0001249295,0.00003788259,0.00001604829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2476623,"threshold_uncertainty_score":0.7440627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2970559406","doi":"10.1148/ryct.2019180012","title":"Inter- and Intraoperator Variability in Measurement of On-Site CT-derived Fractional Flow Reserve Based on Structural and Fluid Analysis: A Comprehensive Analysis","year":2019,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences","keywords":"Fractional flow reserve; Medicine; Intraclass correlation; Confidence interval; Nuclear medicine; Standard deviation; Catheter; Reproducibility; Coronary angiography; Radiology; Cardiology; Statistics; Internal medicine; Mathematics","authors":[{"name":"Kanako K. Kumamaru","is_ca":false},{"name":"Erin Angel","is_ca":false},{"name":"K. Sommer","is_ca":false},{"name":"Vijay Iyer","is_ca":false},{"name":"Michael F. Wilson","is_ca":false},{"name":"Nikhil Agrawal","is_ca":false},{"name":"Aishwarya Bhardwaj","is_ca":false},{"name":"Sharma Kattel","is_ca":false},{"name":"Sandra Kondziela","is_ca":false},{"name":"Saurabh Malhotra","is_ca":false},{"name":"Christopher Manion","is_ca":false},{"name":"Katherine Pogorzelski","is_ca":false},{"name":"Tharmathai Ramanan","is_ca":false},{"name":"Abhishek C. Sawant","is_ca":false},{"name":"Mary M. Suplicki","is_ca":false},{"name":"Sameer Waheed","is_ca":false},{"name":"Shinichiro Fujimoto","is_ca":false},{"name":"Umesh C. Sharma","is_ca":false},{"name":"Frank J. Rybicki","is_ca":true},{"name":"Ciprian N. Ionita","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135466037209728,"gpt":0.2895865843385514,"spread":0.2760399806175786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000883817,0.0001982927,0.0009349766,0.0008272819,0.0000473521,0.00001793168,0.00005646744,0.00005303126,0.0001580433],"category_scores_gemma":[0.000393284,0.0001742158,0.0003397875,0.0006441344,0.0001554054,0.00007012032,0.0000465322,0.0002809358,0.000002384631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261458,"about_ca_system_score_gemma":0.00007226214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001852113,"about_ca_topic_score_gemma":0.00005302405,"domain_scores_codex":[0.9980262,0.0005638649,0.0004434336,0.0004989373,0.0002591424,0.0002084099],"domain_scores_gemma":[0.9984601,0.0006032262,0.0001101604,0.0004442667,0.0002854706,0.00009677232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006315563,0.00007511301,0.9716514,0.0000953065,0.002340776,0.00007266159,0.0001120501,0.01745248,0.003428756,0.0000262787,0.0000259524,0.004087652],"study_design_scores_gemma":[0.001016109,0.0001963943,0.6469694,0.00008811649,0.001802946,0.00004754345,0.0001180328,0.3493151,0.0002892939,0.00001818599,0.00003127157,0.0001076252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98712,0.0005163984,0.01121514,0.0004760341,0.0001264374,0.0003251811,0.00007849178,0.00001607381,0.0001262685],"genre_scores_gemma":[0.9981565,0.00002199802,0.0013515,0.0003038032,0.00003855792,0.00001507965,0.00009740061,0.0000101639,0.000004996188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3318626,"threshold_uncertainty_score":0.7104316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312191040","doi":"10.1148/ryct.220039","title":"Registry of Aortic Diseases to Model Adverse Events and Progression (ROADMAP) in Uncomplicated Type B Aortic Dissection: Study Design and Rationale","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"National Institute of Biomedical Imaging and Bioengineering; Universitätsspital Zürich; Università di Bologna; Harvard University; Universität Zürich; Medical Center, University of Pittsburgh; University of Pittsburgh; Maastricht Universitair Medisch Centrum; Emory University; University of Toronto; Universiteit Maastricht; Massachusetts General Hospital; University of Texas Health Science Center at Houston; American Heart Association","keywords":"Medicine; Aortic dissection; Proportional hazards model; Retrospective cohort study; Adverse effect; Single Center; Population; Clinical endpoint; Internal medicine; Radiology; Aorta; Surgery; Cardiology; Clinical trial","authors":[{"name":"Domenico Mastrodicasa","is_ca":false},{"name":"Martin J. Willemink","is_ca":false},{"name":"Valery L. Turner","is_ca":false},{"name":"Virginia Hinostroza","is_ca":false},{"name":"Marina Codari","is_ca":false},{"name":"Kate Hanneman","is_ca":true},{"name":"Maral Ouzounian","is_ca":true},{"name":"Daniel Ocazionez Trujillo","is_ca":false},{"name":"Rana O. Afifi","is_ca":false},{"name":"Sandeep Hedgire","is_ca":false},{"name":"Nicholas S. Burris","is_ca":false},{"name":"Bo Yang","is_ca":false},{"name":"Joan M. Lacomis","is_ca":false},{"name":"Thomas G. Gleason","is_ca":false},{"name":"Davide Pacini","is_ca":false},{"name":"Gianluca Folesani","is_ca":false},{"name":"Luigi Lovato","is_ca":false},{"name":"Ricarda Hinzpeter","is_ca":false},{"name":"Hatem Alkadhi","is_ca":false},{"name":"Arthur E. Stillman","is_ca":false},{"name":"Edward P. Chen","is_ca":false},{"name":"Sander M. J. van Kuijk","is_ca":false},{"name":"Geert Willem H. Schurink","is_ca":false},{"name":"Anna M. Sailer","is_ca":false},{"name":"Kathrin Bäumler","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"Michael P. Fischbein","is_ca":false},{"name":"Dominik Fleischmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899128192842973,"gpt":0.3313691016500692,"spread":0.3023778197216395,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002342668,0.0001387341,0.0003656911,0.0001535424,0.0001266414,0.000003647648,0.00005051125,0.0000206917,0.00001067381],"category_scores_gemma":[0.00007742974,0.0001257185,0.0000430257,0.0002635831,0.00007859047,0.00006560109,0.0001010672,0.0001109795,7.519401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001066808,"about_ca_system_score_gemma":0.000134058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066958,"about_ca_topic_score_gemma":4.550504e-7,"domain_scores_codex":[0.9987857,0.0002230284,0.0002550323,0.0003792296,0.0001789111,0.0001780966],"domain_scores_gemma":[0.9994367,0.00006515475,0.00007997143,0.0002473832,0.00003893311,0.0001318276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292124,0.0005631673,0.9820341,0.00006580347,0.000175873,0.0001439952,0.0006265269,0.005540669,0.0006317158,0.00001048108,0.00007028248,0.008845228],"study_design_scores_gemma":[0.002379191,0.0007408832,0.8586916,0.00007473132,0.0008372897,0.0003937337,0.002715439,0.1334412,0.0000795663,0.0004246814,0.000008591124,0.0002131433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940275,0.001463103,0.002750822,0.0002693269,0.00004645194,0.001350078,0.00001031972,0.0000359083,0.00004648803],"genre_scores_gemma":[0.9977673,0.00001756196,0.001696396,0.00006162055,0.00002130882,0.000303602,0.00004265579,0.00001707944,0.00007243628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279005,"threshold_uncertainty_score":0.5126652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220662663","doi":"10.1148/ryct.220019","title":"Imaging of Myocarditis Following mRNA COVID-19 Booster Vaccination","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"Canada Research Chairs","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Myocarditis; 2019-20 coronavirus outbreak; Booster (rocketry); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; Virology; Radiology; Pathology; Cardiology; Outbreak; Infectious disease (medical specialty); Disease","authors":[{"name":"Felipe Sánchez Tijmes","is_ca":true},{"name":"A Zamorano","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02053244106308085,"gpt":0.3482412674532057,"spread":0.3277088263901249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001575709,0.0001869701,0.0006356473,0.0006512854,0.0006374987,0.00001874468,0.0001741294,0.00005316624,0.0005061551],"category_scores_gemma":[0.000462443,0.0001971327,0.0004910225,0.0005317964,0.0001479726,0.0002074964,0.0002725489,0.0006871982,0.00001521714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000731868,"about_ca_system_score_gemma":0.0003736839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415596,"about_ca_topic_score_gemma":6.053613e-7,"domain_scores_codex":[0.997649,0.0006885849,0.0004145392,0.0004372163,0.0003146577,0.0004959924],"domain_scores_gemma":[0.9989384,0.0001901212,0.0001365566,0.000489647,0.0001007246,0.0001445531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000289082,0.0001020173,0.8625414,0.0001335784,0.0008170158,0.001328951,0.0007778987,0.0007354993,0.03251266,0.0002052961,0.01124572,0.08931085],"study_design_scores_gemma":[0.0146046,0.001405117,0.5433214,0.0001320099,0.002050118,0.05633832,0.009279306,0.01839259,0.008664737,0.001664133,0.342404,0.001743725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890904,0.03308176,0.03065919,0.01579284,0.00348568,0.001434126,0.00007753374,0.0004442965,0.02593415],"genre_scores_gemma":[0.9966844,0.0001105933,0.000437085,0.001940836,0.0001698945,0.0001214011,0.00008701412,0.00004055329,0.0004082676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3311583,"threshold_uncertainty_score":0.803884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229022552","doi":"10.1148/ryct.210260","title":"Hepatosteatosis and Atherosclerotic Plaque at Coronary CT Angiography","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Heart, Lung, and Blood Institute; Chief Scientist Office, Scottish Government Health and Social Care Directorate; National Heart Foundation of New Zealand; Sir Jules Thorn Charitable Trust; Edinburgh and Lothians Health Foundation; NHS Health Scotland; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Internal medicine; Interquartile range; Cardiology; Nonalcoholic fatty liver disease; Diabetes mellitus; Coronary artery disease; Body mass index; Myocardial infarction; Risk factor; Fatty liver; Disease; Endocrinology","authors":[{"name":"Jessica Carter","is_ca":false},{"name":"Thomas Heseltine","is_ca":false},{"name":"Mohammed N. Meah","is_ca":false},{"name":"Evangelos Tzolos","is_ca":false},{"name":"Jacek Kwieciński","is_ca":false},{"name":"Mhairi Doris","is_ca":false},{"name":"Priscilla McElhinney","is_ca":true},{"name":"Alastair J. Moss","is_ca":false},{"name":"Philip D Adamson","is_ca":false},{"name":"Amanda Hunter","is_ca":false},{"name":"Shirjel Alam","is_ca":false},{"name":"Anoop Shah","is_ca":false},{"name":"Tania Pawade","is_ca":false},{"name":"Chengjia Wang","is_ca":false},{"name":"Jonathan Weir‐McCall","is_ca":false},{"name":"Giles Roditi","is_ca":false},{"name":"Edwin J.R. van Beek","is_ca":false},{"name":"Edward Nicol","is_ca":false},{"name":"Leslee J. Shaw","is_ca":false},{"name":"Daniel S. Berman","is_ca":true},{"name":"Piotr J. Slomka","is_ca":true},{"name":"Nicholas L. Mills","is_ca":false},{"name":"Marc R. Dweck","is_ca":false},{"name":"David E. Newby","is_ca":false},{"name":"Scott W. Murray","is_ca":false},{"name":"Damini Dey","is_ca":true},{"name":"Michelle C. Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008254075340501673,"gpt":0.2395572053538004,"spread":0.2313031300132987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002196702,0.0002201956,0.0004841293,0.0002121544,0.0004651655,0.00001341562,0.00007679137,0.00002117529,0.0002454626],"category_scores_gemma":[0.00001077971,0.0002085414,0.0004291924,0.0002117168,0.0001826879,0.00006319024,0.000235282,0.000186977,0.00001620232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275855,"about_ca_system_score_gemma":0.00005396584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005247422,"about_ca_topic_score_gemma":7.919996e-7,"domain_scores_codex":[0.9984736,0.0002614006,0.0001964498,0.0004944094,0.0002030423,0.0003710901],"domain_scores_gemma":[0.9992285,0.0001237612,0.0000650084,0.0003542011,0.00002404812,0.0002044348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555804,0.0001166177,0.9855288,0.00003637287,0.0007345254,0.001766059,0.000195621,0.00002509637,0.0004802284,0.00005014224,0.00227806,0.008632871],"study_design_scores_gemma":[0.001802628,0.0002304046,0.9778283,0.00003067187,0.001098951,0.01042377,0.0003268259,0.0002981004,0.0003001678,0.00004407819,0.007367375,0.0002487873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698524,0.02685587,0.00002484662,0.001272504,0.0002587023,0.000513762,0.00008794373,0.000115461,0.001018535],"genre_scores_gemma":[0.9972316,0.0005460712,0.0002080339,0.00136487,0.00008622601,0.0002925972,0.0001207643,0.00004159703,0.0001082132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02737925,"threshold_uncertainty_score":0.850407,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955405259","doi":"10.1148/ryct.2019180018","title":"Stress Myocardial Perfusion PET Provides Incremental Risk Prediction in Patients with and Patients without Diabetes","year":2019,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Diabetes mellitus; Hazard ratio; Myocardial perfusion imaging; Coronary artery disease; Proportional hazards model; Perfusion; Confidence interval","authors":[{"name":"Hicham Skali","is_ca":true},{"name":"Marcelo F. Di Carli","is_ca":false},{"name":"Ron Blankstein","is_ca":true},{"name":"Benjamin J.W. Chow","is_ca":true},{"name":"Rob Beanlands","is_ca":true},{"name":"Daniel S. Berman","is_ca":true},{"name":"Guido Germano","is_ca":true},{"name":"James K. Min","is_ca":true},{"name":"Michael E. Merhige","is_ca":true},{"name":"Brent A. Williams","is_ca":true},{"name":"Emir Veledar","is_ca":false},{"name":"Leslee J. Shaw","is_ca":true},{"name":"Sharmila Dorbala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00281646061939775,"gpt":0.219364030879487,"spread":0.2165475702600892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004329054,0.0002872465,0.0006778307,0.000272347,0.0001050615,0.00004105622,0.000060315,0.00007087578,0.00001235256],"category_scores_gemma":[0.0002886951,0.0002423666,0.0001084653,0.000162577,0.0001911248,0.0002532406,0.00009391454,0.0004203513,0.00001729324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267221,"about_ca_system_score_gemma":0.00007154274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007821312,"about_ca_topic_score_gemma":0.000001967891,"domain_scores_codex":[0.9980047,0.0002684285,0.0003196076,0.0005731985,0.0003524708,0.0004815986],"domain_scores_gemma":[0.9990526,0.0001564823,0.0001420851,0.0003451176,0.0001619087,0.0001417549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003887119,0.0001172688,0.9885154,0.0000867129,0.0001118607,0.00001305004,0.0002173053,0.00009212548,0.0001044797,0.000001160611,0.0002036071,0.01014834],"study_design_scores_gemma":[0.005940399,0.0003717788,0.9910437,0.0002787123,0.0003286848,0.00003283118,0.0001382936,0.001337365,0.0001434457,0.000005046457,0.0001386149,0.0002411463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964856,0.000541075,0.00005114427,0.00006284208,0.000633449,0.001064923,0.0001681191,0.00009421806,0.0008986545],"genre_scores_gemma":[0.9985873,0.00004072885,0.0005048391,0.0001762236,0.0001929264,0.00003412829,0.0003878263,0.00004974561,0.00002633707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009907197,"threshold_uncertainty_score":0.9883424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323660818","doi":"10.1148/ryct.220247","title":"Myocardial Inflammation at FDG PET/MRI and Clinical Outcomes in Symptomatic and Asymptomatic Participants after COVID-19 Vaccination","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Lymphadenopathy Diagnosis and Analysis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Toronto General Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"Association Canadienne des Radiologistes","keywords":"Medicine; Asymptomatic; Myocarditis; Internal medicine; Vaccination; Cardiology; Pathology","authors":[{"name":"Constantin Marschner","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Dakota Gustafson","is_ca":true},{"name":"Kathryn L. Howe","is_ca":true},{"name":"Jason E. Fish","is_ca":true},{"name":"Robert M. Iwanochko","is_ca":true},{"name":"Rachel M. Wald","is_ca":true},{"name":"Husam Abdel‐Qadir","is_ca":true},{"name":"Slava Epelman","is_ca":true},{"name":"Angela M. Cheung","is_ca":true},{"name":"Rachel Hong","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02232553225646243,"gpt":0.3656467731003183,"spread":0.3433212408438558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082828,0.0002393461,0.001032189,0.000517611,0.0001267701,0.00004607931,0.00006096321,0.0001039842,0.00003480771],"category_scores_gemma":[0.001700227,0.0002071885,0.0002178973,0.0003966457,0.0001456175,0.000201082,0.0001344014,0.0001534893,0.00005230587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493167,"about_ca_system_score_gemma":0.0001055833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003553513,"about_ca_topic_score_gemma":0.00002592486,"domain_scores_codex":[0.9974001,0.0005873256,0.0007676188,0.0005308908,0.0002353306,0.0004787511],"domain_scores_gemma":[0.9981527,0.0009982095,0.0001648555,0.0003138131,0.00004603075,0.0003243734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006523502,0.00002396421,0.9846786,0.0001982714,0.0003018482,0.0008087829,0.0005825323,0.0000730301,0.00008433917,0.00001067953,0.0002201233,0.01295259],"study_design_scores_gemma":[0.002024039,0.00005122462,0.9673851,0.00007295598,0.0006837909,0.0007933179,0.0002663959,0.02826478,0.00002178074,0.0001406136,0.0000988613,0.0001971906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924894,0.0009838225,0.0002922478,0.005312068,0.0002173095,0.0004471724,0.000008323845,0.0001580997,0.00009153232],"genre_scores_gemma":[0.997366,0.0008932796,0.0002405133,0.001002559,0.0002018828,0.0001400072,0.00004581707,0.00002942433,0.00008056505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819175,"threshold_uncertainty_score":0.8448902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140747459","doi":"10.1148/ryct.2020200480","title":"2020 SCCT Guideline for Training Cardiology and Radiology Trainees as Independent Practitioners (Level II) and Advanced Practitioners (Level III) in Cardiovascular Computed Tomography: A Statement from the Society of Cardiovascular Computed Tomography","year":2020,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Fractional flow reserve; Computed tomography; Guideline; Radiology; Coronary artery disease; Curriculum; Medical physics; Cardiology; Pathology; Myocardial infarction; Coronary angiography","authors":[{"name":"Andrew D. Choi","is_ca":false},{"name":"Dustin Thomas","is_ca":false},{"name":"James Lee","is_ca":false},{"name":"Suhny Abbara","is_ca":false},{"name":"Ricardo C. Cury","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Christopher D. Maroules","is_ca":false},{"name":"Prashant Nagpal","is_ca":false},{"name":"Michael L. Steigner","is_ca":false},{"name":"Dee Dee Wang","is_ca":false},{"name":"Michelle C. Williams","is_ca":false},{"name":"Irfan Zeb","is_ca":false},{"name":"Todd C. Villines","is_ca":false},{"name":"Ron Blankstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03172756512117032,"gpt":0.2968024867613662,"spread":0.2650749216401959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002823998,0.0006845549,0.003083842,0.0002966242,0.0003933493,0.00004908918,0.0002526095,0.0003338323,0.000005963335],"category_scores_gemma":[0.0009276203,0.0005802399,0.002574874,0.0008032342,0.001044799,0.0002816968,0.0002549696,0.000910596,7.779966e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726421,"about_ca_system_score_gemma":0.0004268819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005992566,"about_ca_topic_score_gemma":0.000007045839,"domain_scores_codex":[0.9946923,0.001023845,0.001365745,0.001458361,0.0005753939,0.0008843102],"domain_scores_gemma":[0.9962234,0.00163374,0.0004355226,0.0008000676,0.0005256901,0.0003815098],"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":[0.005416501,0.0004089812,0.2466987,0.001715316,0.1192502,0.002481225,0.04740866,0.2478884,0.01079969,0.0004120352,0.06511192,0.2524084],"study_design_scores_gemma":[0.06781401,0.002705023,0.3777721,0.001548067,0.02808258,0.01531502,0.06186096,0.0932048,0.001791858,0.001272675,0.3440397,0.004593204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2721759,0.1652769,0.5323074,0.02213505,0.001442753,0.004570567,0.001501944,0.0003447318,0.0002447835],"genre_scores_gemma":[0.938603,0.002696604,0.05215571,0.004045387,0.001017717,0.000238839,0.001141591,0.00009716753,0.000003946765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6664271,"threshold_uncertainty_score":0.9996649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170904419","doi":"10.1148/ryct.2021210017","title":"The Many Faces of Neonatal Ductus Arteriosus Aneurysms: Multimodality Imaging with an Emphasis on CT and MRI Appearance","year":2021,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiovascular Conditions and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Ductus arteriosus; Radiology; Aneurysm; Cardiac imaging; Fetal echocardiography; Abnormality; Fetus; Prenatal diagnosis; Pregnancy; Cardiology","authors":[{"name":"Badr Bannan","is_ca":true},{"name":"Safwat Aly","is_ca":true},{"name":"Shi‐Joon Yoo","is_ca":true},{"name":"Mike Seed","is_ca":true},{"name":"Christopher Z. Lam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006902224924757312,"gpt":0.2691283306042455,"spread":0.2622261056794882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003515484,0.0002320217,0.0005757795,0.00008298033,0.000289846,0.00004906168,0.0000772097,0.00002339162,0.000008100944],"category_scores_gemma":[0.00005218186,0.0001642398,0.0002245613,0.000175112,0.0005049254,0.0001456849,0.00004443273,0.0002016275,0.000003304949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006121807,"about_ca_system_score_gemma":0.00009982745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005518885,"about_ca_topic_score_gemma":0.000007918175,"domain_scores_codex":[0.998352,0.0003075567,0.0002401016,0.0005340766,0.0002254611,0.0003407879],"domain_scores_gemma":[0.998831,0.00009204946,0.00008948617,0.0007349551,0.0001396753,0.0001128838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007069292,0.0001427096,0.5256677,0.0001789216,0.002158106,0.03607349,0.0005780385,0.0003006845,0.003879218,0.0001550707,0.00008915248,0.43007],"study_design_scores_gemma":[0.005187472,0.0002868607,0.762382,0.0003006194,0.001292266,0.2110238,0.003129038,0.003822202,0.008864974,0.0001162572,0.003100103,0.0004944007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727252,0.0217361,0.0032374,0.00111378,0.0001956013,0.0002948039,0.00004391004,0.0000587502,0.0005944846],"genre_scores_gemma":[0.9974992,0.0004934872,0.001571277,0.0001755972,0.000108522,0.0000279748,0.00004993046,0.00003057987,0.00004338627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295756,"threshold_uncertainty_score":0.6697503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389731875","doi":"10.1148/ryct.230155","title":"Cardiac MRI and Clinical Outcomes in <i>TMEM43</i> Arrhythmogenic Cardiomyopathy","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cardiology; Cardiomyopathy; Internal medicine; Arrhythmogenic right ventricular dysplasia; Heart failure","authors":[{"name":"João Matos","is_ca":true},{"name":"Emmi Helle","is_ca":true},{"name":"Melanie Care","is_ca":true},{"name":"Yasbanoo Moayedi","is_ca":true},{"name":"Michael H. Gollob","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Danna Spears","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01148940744086447,"gpt":0.3264586078138634,"spread":0.3149692003729989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004573679,0.0004550289,0.002655138,0.000726159,0.0001129866,0.00004051276,0.0001577185,0.0002894159,0.000007258543],"category_scores_gemma":[0.000906184,0.0004306539,0.001845981,0.000837985,0.0004824812,0.0001757163,0.0002676996,0.0008170998,0.0001924225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087333,"about_ca_system_score_gemma":0.0001688099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008111463,"about_ca_topic_score_gemma":0.000003322855,"domain_scores_codex":[0.9958047,0.0009512779,0.0007833041,0.001089945,0.0004163503,0.0009544109],"domain_scores_gemma":[0.997404,0.0008533093,0.0001059329,0.001188445,0.00009782863,0.0003504583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001412915,0.00002426044,0.9378808,0.00009678441,0.001045012,0.003988423,0.0001100377,0.00008942337,0.0004909098,0.00001837235,0.002360054,0.05375462],"study_design_scores_gemma":[0.002663693,0.00009254688,0.9819093,0.0001179981,0.001074548,0.00308619,0.0001914627,0.000912863,0.0001311616,0.00007449513,0.009251072,0.0004947163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767019,0.01412138,0.0005687509,0.001736735,0.002467497,0.001235197,0.00003112405,0.0005622074,0.002575226],"genre_scores_gemma":[0.9925791,0.004364911,0.0009306622,0.0005577015,0.0009950969,0.0001120976,0.00006637187,0.0001170621,0.0002769681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0532599,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392826505","doi":"10.1148/ryct.220197","title":"Impact of Smoking on Coronary Volume–to–Myocardial Mass Ratio: An ADVANCE Registry Substudy","year":2024,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia; St. Paul's Hospital; University of British Columbia","funders":"Duke Clinical Research Institute; HeartFlow; Novo Nordisk Fonden","keywords":"Medicine; Volume (thermodynamics); Cardiology; Internal medicine","authors":[{"name":"Kenneth R. Holmes","is_ca":true},{"name":"Gaurav S. Gulsin","is_ca":true},{"name":"Timothy Fairbairn","is_ca":true},{"name":"Lynne Koweek","is_ca":true},{"name":"Hitoshi Matsuo","is_ca":true},{"name":"Bjarne Linde Nørgaard","is_ca":true},{"name":"Jesper Møller Jensen","is_ca":true},{"name":"Niels-Peter Rønnow Sand","is_ca":true},{"name":"Koen Nieman","is_ca":true},{"name":"Jeroen J. Bax","is_ca":true},{"name":"Gianluca Pontone","is_ca":true},{"name":"Kavitha M. Chinnaiyan","is_ca":true},{"name":"Mark Rabbat","is_ca":true},{"name":"Tetsuya Amano","is_ca":true},{"name":"Tomohiro Kawasaki","is_ca":true},{"name":"Takashi Akasaka","is_ca":true},{"name":"Hironori Kitabata","is_ca":true},{"name":"Campbell Rogers","is_ca":true},{"name":"Manesh R. Patel","is_ca":true},{"name":"Geoffrey W. Payne","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Stephanie Sellers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00988180904400157,"gpt":0.3239737348483241,"spread":0.3140919258043226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006591946,0.000332794,0.0009527523,0.000307183,0.0001133651,0.00004691102,0.0001679287,0.0001285594,0.0000373139],"category_scores_gemma":[0.000112939,0.00030377,0.001264673,0.0004112951,0.0001707342,0.000232025,0.00005170262,0.0005060976,0.00003255039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302374,"about_ca_system_score_gemma":0.0003095755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366293,"about_ca_topic_score_gemma":3.52546e-7,"domain_scores_codex":[0.9976428,0.0003602519,0.0003674316,0.0007631546,0.0003687986,0.0004975341],"domain_scores_gemma":[0.9983871,0.000101629,0.00006287459,0.001006797,0.00009280766,0.0003487729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001169005,0.0001188637,0.8775817,0.0002444603,0.004433486,0.004730654,0.0004175413,0.005982519,0.03422052,0.0001059896,0.002126441,0.06886886],"study_design_scores_gemma":[0.0009119909,0.0005893432,0.9853554,0.0003589101,0.001704386,0.003650655,0.0001308273,0.003938371,0.001185781,0.00004954178,0.001705717,0.0004190938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672778,0.01429227,0.01445518,0.0002859926,0.0009861719,0.0005951109,0.00008692466,0.0002632339,0.001757298],"genre_scores_gemma":[0.9977044,0.0001097165,0.0005843518,0.0002517788,0.0009457452,0.00003294021,0.0001080205,0.00007325967,0.0001897211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077737,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380792647","doi":"10.1148/ryct.230042","title":"<i>Radiology: Cardiothoracic Imaging</i> Highlights 2022","year":2023,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Radiology; Angiography; Thoracic aorta; Coronary artery disease; Cardiac imaging; Coronary arteries; Aorta; Cardiology; Internal medicine; Artery","authors":[{"name":"Domenico Mastrodicasa","is_ca":false},{"name":"Gilberto J. Aquino","is_ca":false},{"name":"Karen Ordovás","is_ca":false},{"name":"Daniel Vargas","is_ca":false},{"name":"Dominik Fleischmann","is_ca":false},{"name":"Suhny Abbara","is_ca":false},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01997888212474275,"gpt":0.3090481043454235,"spread":0.2890692222206807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001875386,0.002620833,0.007658771,0.001813353,0.0006503597,0.000238319,0.001850095,0.0009240396,0.00007592616],"category_scores_gemma":[0.0002484189,0.002602702,0.002874162,0.00211453,0.0008237734,0.0007868409,0.0005013795,0.00350667,0.001676478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00151152,"about_ca_system_score_gemma":0.000405668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001794928,"about_ca_topic_score_gemma":0.000002504166,"domain_scores_codex":[0.9902705,0.001340394,0.002307852,0.0023795,0.0006319876,0.003069756],"domain_scores_gemma":[0.9949702,0.001139228,0.0005858796,0.002546369,0.0001748445,0.0005834902],"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":[0.0000117081,0.00001693427,0.00008064134,0.01215727,0.002054453,0.00314076,0.0001703206,0.002257059,0.00003309009,0.0002701769,0.02705167,0.9527559],"study_design_scores_gemma":[0.0003296218,0.00001642458,0.000009248633,0.004424138,0.002521824,0.0105896,0.00009367115,0.002157388,0.00001420085,0.0003126827,0.976947,0.002584175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007769517,0.9575542,0.0183773,0.0001340184,0.009759301,0.001447455,0.000355628,0.005152143,0.007212167],"genre_scores_gemma":[0.0001708922,0.9902253,0.001508143,0.0002170067,0.00414444,0.0007675091,0.0007895179,0.001262468,0.0009147646],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9501718,"threshold_uncertainty_score":0.9991008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044776844","doi":"10.1148/ryct.2020200251","title":"Impact of Cardiovascular Care of COVID-19: Lessons Learned, Current Challenges, and Future Opportunities","year":2020,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Fractional flow reserve; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Intensive care medicine; Patient care; MEDLINE; Coronary angiography; Cardiology; Nursing; Pathology; Political science","authors":[{"name":"Michael Poon","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Michael Kim","is_ca":true},{"name":"Frederick G.P. Welt","is_ca":true},{"name":"Geoffrey Rose","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1055742312816036,"gpt":0.3790573302212521,"spread":0.2734830989396485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004671542,0.0002998805,0.001480563,0.0001994412,0.00007117719,0.000009188168,0.0001122048,0.0001144843,0.00001299597],"category_scores_gemma":[0.0007125515,0.0002711714,0.001128242,0.0001486884,0.0004948368,0.0000814124,0.0001078261,0.0004090024,0.000001601954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604257,"about_ca_system_score_gemma":0.000770474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007789298,"about_ca_topic_score_gemma":3.028016e-7,"domain_scores_codex":[0.9980903,0.0003526944,0.0003944359,0.0004935818,0.0003039083,0.0003650874],"domain_scores_gemma":[0.9982038,0.0002303755,0.0001582922,0.0005553165,0.0002761661,0.0005760621],"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":[0.0003087485,0.00004693253,0.05822859,0.003151158,0.002854033,0.0006000006,0.01248044,0.00150003,0.0003109983,0.0005363164,0.002051285,0.9179315],"study_design_scores_gemma":[0.008833287,0.001192489,0.1817387,0.0006596473,0.01001455,0.006735952,0.04790848,0.0009474675,0.0006716449,0.0002387214,0.7395186,0.001540443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05509229,0.9248775,0.00268732,0.01380137,0.0004572725,0.0003874289,0.0002157546,0.0001189698,0.002362136],"genre_scores_gemma":[0.897149,0.1011539,0.0003123102,0.0002524521,0.0009915378,0.00001210826,0.00008340686,0.00004242485,0.000002860569],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.916391,"threshold_uncertainty_score":0.9999741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415700663","doi":"10.1148/ryct.240568","title":"Artificial Intelligence–based Coronary Plaque Quantification Using Coronary CT Angiography: Current Insights and Future Directions","year":2025,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Coronary artery disease; Risk stratification; Coronary angiography; Clinical significance; Vulnerable plaque; Risk assessment; Patient care; CAD","authors":[{"name":"Ruurt Jukema","is_ca":true},{"name":"Philipp Blanke","is_ca":true},{"name":"John King Khoo","is_ca":true},{"name":"Γεώργιος Τζίμας","is_ca":false},{"name":"Amir Ahmadi","is_ca":false},{"name":"Ibrahim Danad","is_ca":false},{"name":"Paul Knaapen","is_ca":false},{"name":"Stephanie Sellers","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04628394885595958,"gpt":0.3761305773458594,"spread":0.3298466284898998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004999961,0.0007792287,0.002756584,0.001614156,0.0004353972,0.0000820326,0.0001715796,0.0002717729,0.00001168549],"category_scores_gemma":[0.0002183657,0.0007238091,0.001827601,0.001193293,0.0005306628,0.0001240594,0.0001006193,0.001188536,0.00001330037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043932,"about_ca_system_score_gemma":0.001209587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002840661,"about_ca_topic_score_gemma":0.00000153012,"domain_scores_codex":[0.9962687,0.0007705859,0.001002149,0.001128074,0.0002676668,0.0005627523],"domain_scores_gemma":[0.9972603,0.001106164,0.0003727205,0.0008234219,0.0002022294,0.0002351407],"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":[0.00003847227,0.0000822803,0.003390835,0.00710205,0.0006163364,0.0004813323,0.00005251479,0.00002604029,0.000002592777,0.0001819103,0.0004357854,0.9875898],"study_design_scores_gemma":[0.0001381788,0.00003960275,0.001241946,0.01143622,0.01008506,0.006453059,0.0001158359,0.001166476,0.000008235796,0.000133445,0.9684212,0.0007607215],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001200461,0.978529,0.01384597,0.0002028301,0.005281589,0.001323682,0.000170996,0.0002742171,0.0002517113],"genre_scores_gemma":[0.002127268,0.9923795,0.001793715,0.0001222515,0.002106961,0.0001445853,0.001219542,0.00009387492,0.00001227873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9868291,"threshold_uncertainty_score":0.9995213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224252342","doi":"10.1148/ryct.210303","title":"MRI Phase-Contrast Blood Flow in Fasting Pediatric Patients with Fontan Circulation Correlates with Exercise Capacity","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Fontan procedure; Quartile; Hemodynamics; Blood flow; Internal medicine; Cardiology; Inferior vena cava; Interquartile range; Nuclear medicine; Confidence interval; Heart disease","authors":[{"name":"Christopher Z. Lam","is_ca":true},{"name":"Dawn David","is_ca":true},{"name":"Laura Acosta Izquierdo","is_ca":true},{"name":"Parneyan Pezeshkpour","is_ca":true},{"name":"Anne I. Dipchand","is_ca":true},{"name":"Emilie Jean‐St‐Michel","is_ca":true},{"name":"Rajiv Chaturvedi","is_ca":true},{"name":"Simon C. Ling","is_ca":true},{"name":"Rachel M. Wald","is_ca":true},{"name":"Govind B. Chavhan","is_ca":true},{"name":"Shi‐Joon Yoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007045217446194315,"gpt":0.2370002251763447,"spread":0.2299550077301504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003500289,0.0002954714,0.0007111504,0.0003798916,0.0004655086,0.00002180942,0.00008446995,0.00004310597,0.00004590486],"category_scores_gemma":[0.00007648223,0.0002625764,0.0001110591,0.0006242702,0.000184592,0.0001775067,0.00008498663,0.0005572549,0.000004171027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003195889,"about_ca_system_score_gemma":0.0001882038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005237914,"about_ca_topic_score_gemma":0.00001741664,"domain_scores_codex":[0.9979273,0.0002058143,0.0003504533,0.0005690004,0.0003913185,0.0005561317],"domain_scores_gemma":[0.9991348,0.0001427647,0.0001162658,0.0003083354,0.0001550611,0.0001427403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009810909,0.0003051544,0.9749444,0.00009573549,0.0001774523,0.0005418906,0.001080287,0.001381354,0.00009633593,0.000001470086,0.00004168538,0.02035318],"study_design_scores_gemma":[0.01173665,0.000533072,0.966085,0.0001110911,0.00189609,0.0009895535,0.0007481746,0.01731815,0.00002148695,0.00001560841,0.00006569846,0.0004794443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941399,0.0029171,0.0009785185,0.0001291413,0.0002287349,0.001032057,0.00008492434,0.0001278553,0.0003617632],"genre_scores_gemma":[0.9983233,0.00002211415,0.001004773,0.00009762151,0.0001655833,0.0001920189,0.0001228544,0.00005580093,0.00001599308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01987374,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389731945","doi":"10.1148/ryct.230054","title":"Specific Ventilation in Severe Asthma Evaluated with Noncontrast Tidal Breathing <sup>1</sup>H MRI","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Lakeshore General Hospital; McGill University Health Centre; St. Joseph’s Healthcare Hamilton","funders":"Canada Research Chairs; Teva Pharmaceutical Industries","keywords":"Medicine; Asthma; Ventilation (architecture); Nuclear medicine; Breathing; Anesthesia; Internal medicine","authors":[{"name":"Dante P. I. Capaldi","is_ca":true},{"name":"Norman B. Konyer","is_ca":true},{"name":"Melanie Kjarsgaard","is_ca":true},{"name":"Anna Dvorkin‐Gheva","is_ca":true},{"name":"Ronald J. Dandurand","is_ca":true},{"name":"Parameswaran Nair","is_ca":true},{"name":"Sarah Svenningsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01244083987455472,"gpt":0.2877085523517403,"spread":0.2752677124771856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001019455,0.000274537,0.0005244077,0.0003183972,0.0002037844,0.00008086706,0.0002484515,0.00006552137,0.0001320767],"category_scores_gemma":[0.000007629484,0.0002603641,0.0001545887,0.0007863911,0.0001657357,0.0003408141,0.000096093,0.0005609248,0.000262256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002579249,"about_ca_system_score_gemma":0.000260335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150752,"about_ca_topic_score_gemma":9.077666e-7,"domain_scores_codex":[0.9976386,0.000357108,0.0003377533,0.000581909,0.000306569,0.0007780586],"domain_scores_gemma":[0.9991435,0.0001809969,0.00009258164,0.000377868,0.00009511647,0.0001099224],"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":[0.0002989971,0.00006229593,0.5005262,0.0000347108,0.000331376,0.0003936347,0.003353258,0.1137908,0.001865569,0.001310224,0.003985451,0.3740474],"study_design_scores_gemma":[0.002017997,0.00002074177,0.02873948,0.0001120075,0.00003665714,0.0001915349,0.002584846,0.9606466,0.0004917482,0.001972867,0.002610071,0.0005754125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8909392,0.0002380712,0.09341253,0.0003808157,0.0001635286,0.0005189251,0.00004863721,0.0001859666,0.01411234],"genre_scores_gemma":[0.9984137,0.0000138905,0.000296471,0.00002772644,0.0005707173,0.00005230135,0.0002318998,0.00005703638,0.000336304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8468558,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411365306","doi":"10.1148/ryct.250231","title":"Cardiac Computed Tomography for Prosthetic Heart Valve Assessment. An Expert Consensus Document of the Society of Cardiovascular Computed Tomography (SCCT), the American College of Cardiology (ACC), the European Society of Cardiovascular Radiology (ESCR), the North American Society of Cardiovascular Imaging (NASCI), the Radiological Society of North America (RSNA), the Society for Cardiovascular Angiography &amp; Interventions (SCAI), and Society of Thoracic Surgeons (STS)<sup>1,2</sup>","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Computed tomography; Radiology; Medical physics; Cardiology","authors":[{"name":"Ricardo P.J. Budde","is_ca":false},{"name":"M. Faure","is_ca":false},{"name":"Suhny Abbara","is_ca":false},{"name":"Hatem Alkadhi","is_ca":false},{"name":"Paul Cremer","is_ca":false},{"name":"Gudrun Feuchtner","is_ca":false},{"name":"Holly M Gonzales","is_ca":false},{"name":"Todd L. Kiefer","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Koen Nieman","is_ca":false},{"name":"Jonathan Revels","is_ca":false},{"name":"Dee Dee Wang","is_ca":false},{"name":"Eric E. Williamson","is_ca":false},{"name":"Moritz C. Wyler von Ballmoos","is_ca":false},{"name":"Brittany A. Zwischenberger","is_ca":false},{"name":"Rodrigo Salgado","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01563499310811605,"gpt":0.315434248779921,"spread":0.299799255671805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.01111293,0.00145027,0.007951403,0.0002275233,0.001515225,0.00004777197,0.001955628,0.0002823064,0.000001621629],"category_scores_gemma":[0.0001294611,0.0008062675,0.176505,0.004700107,0.01909811,0.0001490903,0.001132727,0.001274759,1.494706e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002798662,"about_ca_system_score_gemma":0.0007526829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002177974,"about_ca_topic_score_gemma":0.000008665027,"domain_scores_codex":[0.9836214,0.008138255,0.002958037,0.001969449,0.001766274,0.001546646],"domain_scores_gemma":[0.985994,0.003329817,0.002276146,0.005794012,0.002358767,0.0002472175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.0004071423,0.0005920099,0.4317015,0.002405798,0.4558094,0.00000309675,0.006524602,0.06687064,0.0003495678,0.00003080234,0.0181618,0.01714364],"study_design_scores_gemma":[0.005844101,0.001200257,0.7843192,0.0006637747,0.1133181,0.000353074,0.04693864,0.0126842,0.0003071619,0.00008950614,0.03305048,0.001231447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689168,0.2197108,0.07184514,0.00230213,0.0006052089,0.01143024,0.004773975,0.0001311594,0.00003331437],"genre_scores_gemma":[0.9731736,0.01314644,0.01124675,0.0005968024,0.0003732365,0.0008530296,0.0004278869,0.0001762885,0.000005960353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3526177,"threshold_uncertainty_score":0.9998247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127277766","doi":"10.1148/ryct.2021200423","title":"Additive Value of CT to Age, Aortic Diameter, and Echocardiography in Diagnosis and Classification of Bicuspid Aortic Valve in Patients with Severe Aortic Stenosis","year":2021,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Medicine; Bicuspid aortic valve; Stenosis; Receiver operating characteristic; Radiology; Aortic valve replacement; Retrospective cohort study; Aortic valve; Medical diagnosis; Reproducibility; Cardiology; Aortic valve stenosis; Internal medicine","authors":[{"name":"Hidenobu Takagi","is_ca":true},{"name":"Michiko Yoshizawa","is_ca":true},{"name":"Makoto Orii","is_ca":true},{"name":"Akiko Kumagai","is_ca":true},{"name":"Atsushi Tashiro","is_ca":true},{"name":"Takuya Chiba","is_ca":true},{"name":"Hajime Kin","is_ca":true},{"name":"Ryoichi Tanaka","is_ca":true},{"name":"Kunihiro Yoshioka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009023144877661858,"gpt":0.2955550791388386,"spread":0.2865319342611767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002149644,0.0002482633,0.001051315,0.0005626963,0.00003127831,0.00001346455,0.00004622687,0.00005639127,0.000005847228],"category_scores_gemma":[0.000244036,0.0002246582,0.00047354,0.000805383,0.0002252514,0.0001234905,0.00006424458,0.000153962,8.4621e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369725,"about_ca_system_score_gemma":0.00009128934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289034,"about_ca_topic_score_gemma":0.000003320996,"domain_scores_codex":[0.9980574,0.0003114321,0.0004915157,0.0005690816,0.0002409713,0.0003296472],"domain_scores_gemma":[0.9988302,0.0002724642,0.000160718,0.0003821498,0.0001838145,0.0001706429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002172074,0.000255016,0.9484823,0.000174111,0.001083176,0.00008858124,0.0002900755,0.00004453862,0.0001305461,0.000008181008,0.00002345074,0.04920286],"study_design_scores_gemma":[0.002569469,0.000238953,0.9942942,0.0004932808,0.00138934,0.00002573376,0.0003469664,0.0001073334,0.0002938628,0.00004072233,0.000007079163,0.0001930876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963293,0.002296286,0.00009842714,0.0001032143,0.00008158427,0.0007650622,0.0001421013,0.00001475841,0.0001692357],"genre_scores_gemma":[0.9980735,0.0007378066,0.0007106722,0.0001363443,0.00001965773,0.0001672383,0.000118921,0.00003288345,0.000002936392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04900977,"threshold_uncertainty_score":0.9161296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384257695","doi":"10.1148/ryct.230059","title":"Excipient Lung Disease in a Patient with Preexisting Chronic Thromboembolic Disease","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Excipient; Lung; Pulmonary embolism; Thromboembolic disease; Embolism; Disease; Pulmonary vasculature; Radiology; Vascular disease; Thrombosis; Pathology; Cardiology; Internal medicine","authors":[{"name":"Gianni Giancaspro","is_ca":true},{"name":"Seth Kligerman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01466043340245154,"gpt":0.3080387552941404,"spread":0.2933783218916888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005747456,0.0003238772,0.0007736505,0.0004113205,0.0002019755,0.00001750001,0.0001197217,0.00005530323,0.00002404758],"category_scores_gemma":[0.0006122647,0.0002569887,0.0001654621,0.0006737258,0.0006294635,0.00009436267,0.0001434995,0.0005129229,0.00006031895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393729,"about_ca_system_score_gemma":0.0003964128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002560668,"about_ca_topic_score_gemma":0.000003104031,"domain_scores_codex":[0.9973281,0.0003039785,0.0003964441,0.0007356907,0.0003361105,0.0008996582],"domain_scores_gemma":[0.9984977,0.0002215302,0.00009969766,0.0005637543,0.00007501322,0.0005423288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002932791,0.00006923723,0.954882,0.0004275023,0.0001593857,0.02002247,0.0009255087,0.001050052,0.0001672359,0.00005076708,0.002242571,0.01970997],"study_design_scores_gemma":[0.001643154,0.0001125472,0.9454705,0.001032655,0.0005068628,0.0009897061,0.0003313684,0.04741802,0.00002204852,0.0001386394,0.001912914,0.0004215889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769737,0.01383367,0.001723181,0.004225089,0.0005072196,0.0007435621,0.00002203009,0.0004879108,0.001483712],"genre_scores_gemma":[0.9976021,0.0003177163,0.0003302806,0.0008099276,0.0004120902,0.0002293842,0.00009655784,0.00005569188,0.0001462415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04636797,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394715327","doi":"10.1148/ryct.240020","title":"<i>Radiology: Cardiothoracic Imaging</i> Highlights 2023","year":2024,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"NIHR Sheffield Biomedical Research Centre; National Institute for Health and Care Research; Wellcome Trust","keywords":"Medicine; Radiology; Cardiac imaging; Medical physics","authors":[{"name":"Gilberto J. Aquino","is_ca":false},{"name":"Domenico Mastrodicasa","is_ca":false},{"name":"Samer Alabed","is_ca":false},{"name":"Shady Abohashem","is_ca":false},{"name":"Lingyi Wen","is_ca":false},{"name":"Ritu R. Gill","is_ca":false},{"name":"Dianna M.E. Bardo","is_ca":false},{"name":"Suhny Abbara","is_ca":false},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0142778291096392,"gpt":0.3050714914137519,"spread":0.2907936623041127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001446585,0.002821068,0.007255659,0.001739188,0.0004585083,0.0003663574,0.00161893,0.000948591,0.00008192977],"category_scores_gemma":[0.0001353133,0.002584659,0.003227425,0.001752928,0.0008329807,0.000775392,0.0004677435,0.003982309,0.002450283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583482,"about_ca_system_score_gemma":0.0004254563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001570688,"about_ca_topic_score_gemma":0.000001818044,"domain_scores_codex":[0.9909882,0.001007195,0.002176239,0.002490685,0.0005512781,0.002786435],"domain_scores_gemma":[0.9959524,0.0006232882,0.0003950358,0.002314635,0.0001513589,0.0005632786],"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":[0.000009078493,0.00001494319,0.00002752511,0.01729352,0.002277288,0.003856249,0.000156716,0.001144896,0.00002671544,0.0003684285,0.05370692,0.9211177],"study_design_scores_gemma":[0.000217806,0.00001562749,0.000002600993,0.006608175,0.00541242,0.01762102,0.00006670463,0.002342812,0.00001163975,0.0003763082,0.9648288,0.002496049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004095963,0.9479899,0.01662898,0.0001797871,0.01314603,0.001257074,0.0003909346,0.003700018,0.0167032],"genre_scores_gemma":[0.0003371531,0.988899,0.00196994,0.000224137,0.005075228,0.0005969923,0.0006088068,0.001072319,0.001216442],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9186217,"threshold_uncertainty_score":0.9984521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411490540","doi":"10.1148/ryct.240200","title":"Pericoronary Adipose Tissue Attenuation in Patients with Future Acute Coronary Syndromes: The ICONIC Study","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":3,"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; University of Ottawa","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; Doris Duke Charitable Foundation; British Heart Foundation; Dr. Miriam and Sheldon G. Adelson Medical Research Foundation; National Medical Research Council","keywords":"Medicine; Adipose tissue; Coronary angiography; Internal medicine; Cohort; Cardiology; Attenuation; Acute coronary syndrome; Myocardial infarction","authors":[{"name":"Alan C. Kwan","is_ca":false},{"name":"Evangelos Tzolos","is_ca":false},{"name":"Eyal Klein","is_ca":false},{"name":"Donghee Han","is_ca":false},{"name":"Andrew Lin","is_ca":false},{"name":"Keiichiro Kuronuma","is_ca":false},{"name":"Billy Chen","is_ca":false},{"name":"Guadalupe Flores Tomasino","is_ca":false},{"name":"Heidi Gransar","is_ca":false},{"name":"Piotr J. Slomka","is_ca":false},{"name":"Cathérine Gebhard","is_ca":false},{"name":"Philipp A. Kaufmann","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Filippo Cademartiri","is_ca":false},{"name":"Kavitha M. Chinnaiyan","is_ca":false},{"name":"Benjamin J.W. Chow","is_ca":true},{"name":"Edoardo Conte","is_ca":false},{"name":"Ricardo C. Cury","is_ca":false},{"name":"Gudrun Feuchtner","is_ca":false},{"name":"Martin Hadamitzky","is_ca":false},{"name":"Yong‐Jin Kim","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Erica Maffei","is_ca":false},{"name":"Hugo Marques","is_ca":false},{"name":"Fabian Plank","is_ca":false},{"name":"Gianluca Pontone","is_ca":false},{"name":"Todd C. Villines","is_ca":false},{"name":"Mouaz H. Al‐Mallah","is_ca":false},{"name":"Pedro de Araújo Gonçalves","is_ca":false},{"name":"Ibrahim Danad","is_ca":false},{"name":"Yao Lu","is_ca":false},{"name":"Ji Hyun Lee","is_ca":false},{"name":"Sang‐Eun Lee","is_ca":false},{"name":"Lohendran Baskaran","is_ca":false},{"name":"Subhi J. Al’Aref","is_ca":false},{"name":"Matthew J. Budoff","is_ca":false},{"name":"Habib Samady","is_ca":false},{"name":"Peter H. Stone","is_ca":false},{"name":"Renu Virmani","is_ca":false},{"name":"Stephan Achenbach","is_ca":false},{"name":"Jagat Narula","is_ca":false},{"name":"Hyuk‐Jae Chang","is_ca":false},{"name":"Leslee J. Shaw","is_ca":false},{"name":"Daniel S. Berman","is_ca":false},{"name":"Fay Y. Lin","is_ca":false},{"name":"Damini Dey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004456827656291153,"gpt":0.2648552507421964,"spread":0.2603984230859053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047693,0.0002736178,0.0006936302,0.0002276384,0.000220237,0.00002659781,0.0001787653,0.00009247421,0.00001996162],"category_scores_gemma":[0.00002172706,0.0001889518,0.000221397,0.0004231436,0.0001676475,0.0001552645,0.0001078161,0.0004821813,0.00001365139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025157,"about_ca_system_score_gemma":0.0001930389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002060432,"about_ca_topic_score_gemma":0.000004534299,"domain_scores_codex":[0.997961,0.0005024477,0.0002903022,0.0005411892,0.000279859,0.0004251602],"domain_scores_gemma":[0.9989015,0.00007143374,0.00006722248,0.0007826681,0.00009202085,0.00008511656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007051465,0.0002681717,0.9437246,0.00004204132,0.002176348,0.001063011,0.0003088714,0.00006008225,0.00006657545,0.00001312326,0.0002954576,0.05127662],"study_design_scores_gemma":[0.003487344,0.000266173,0.9909484,0.00009375415,0.002573536,0.0007096535,0.0006480085,0.0000892625,0.0000195395,0.000009398262,0.0009671474,0.0001878067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845752,0.0109221,0.0003595809,0.001359031,0.0004618737,0.00169779,0.000013849,0.00008069811,0.0005298802],"genre_scores_gemma":[0.9983214,0.00008088534,0.00008356792,0.0008204242,0.0001744853,0.0001026488,0.0001186039,0.00002945039,0.0002686001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05108882,"threshold_uncertainty_score":0.7705231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411059557","doi":"10.1148/ryct.240505","title":"Functional Lung Imaging Using CT: An Update","year":2025,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"National Institutes of Health","keywords":"Medicine; Lung; Radiology; Functional imaging; Computed tomography; Medical physics; Internal medicine","authors":[{"name":"Chang Hyun Lee","is_ca":false},{"name":"J. Biederer","is_ca":false},{"name":"Yoshiharu Ohno","is_ca":false},{"name":"Joon Beom Seo","is_ca":false},{"name":"Grace Párraga","is_ca":true},{"name":"David L. Levin","is_ca":false},{"name":"James C. Gee","is_ca":false},{"name":"Rohit Jena","is_ca":false},{"name":"Yoshiyuki Ozawa","is_ca":false},{"name":"Mark O. Wielpütz","is_ca":false},{"name":"Eric A. Hoffman","is_ca":false},{"name":"Edwin J.R. van Beek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03096957991126769,"gpt":0.3808723599963452,"spread":0.3499027800850775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008800191,0.0008326081,0.002649396,0.0005903374,0.0005381935,0.0001906109,0.0007243789,0.00009108972,0.0003363431],"category_scores_gemma":[0.00001856405,0.0008029487,0.001250178,0.0006029078,0.000319179,0.0005007568,0.0004111829,0.001348573,0.00009846559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955971,"about_ca_system_score_gemma":0.002459171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032006,"about_ca_topic_score_gemma":1.420717e-7,"domain_scores_codex":[0.9955478,0.0009966063,0.0008296734,0.001225211,0.0003085189,0.001092202],"domain_scores_gemma":[0.9979096,0.0003418834,0.000374112,0.00099913,0.0001399415,0.0002353021],"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":[0.000004984281,0.00002704331,0.001612826,0.001585429,0.0006189781,0.00007758003,0.00002242113,0.00007473267,0.000002832731,0.002289663,0.002590015,0.9910935],"study_design_scores_gemma":[0.0005194885,0.000002592952,0.00001107083,0.004729473,0.002853738,0.0007613067,0.0002232394,0.09920734,0.000006829085,0.002525209,0.887396,0.001763704],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002009035,0.8132818,0.1794134,0.00002416436,0.001014969,0.0005300805,0.0001967709,0.0001042386,0.005414454],"genre_scores_gemma":[0.005376117,0.9845918,0.0009313296,0.0001691903,0.004810597,0.0002397633,0.002582205,0.0002909076,0.001008116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893298,"threshold_uncertainty_score":0.9994422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404589079","doi":"10.1148/ryct.240147","title":"Cardiac MRI Pectoralis Muscle Thickness as a Measure of Sarcopenia: Prognostic Significance, Interreader Agreement, and Physiologic Correlation","year":2024,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Sarcopenia; Medicine; Pectoralis major muscle; Cardiology; Pectoralis Muscle; Internal medicine; Correlation; Anatomy","authors":[{"name":"Moran Drucker Iarovich","is_ca":true},{"name":"João Matos","is_ca":true},{"name":"William Holden Lowes","is_ca":true},{"name":"Nilushi De Silva","is_ca":true},{"name":"Yasbanoo Moayedi","is_ca":true},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"Rachel M. Wald","is_ca":true},{"name":"Micheal McInnis","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02254364992223163,"gpt":0.3304751124081959,"spread":0.3079314624859643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008607107,0.0002277649,0.0007319311,0.0002835699,0.0001151726,0.00003475566,0.00007722074,0.0001318806,0.00007642498],"category_scores_gemma":[0.0001876609,0.0001985676,0.0001931514,0.0003439864,0.0003317643,0.0001432817,0.00004941658,0.0005138924,0.00003877358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150682,"about_ca_system_score_gemma":0.0001789559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007416293,"about_ca_topic_score_gemma":0.000001012504,"domain_scores_codex":[0.9980846,0.0003727015,0.0004180847,0.0005273051,0.0002252793,0.0003719974],"domain_scores_gemma":[0.9990487,0.0002876708,0.0001004721,0.0002727695,0.0001496807,0.0001407394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007252995,0.000206713,0.5879527,0.007959071,0.001335322,0.0009846943,0.008071816,0.0001556613,0.2444288,0.003002387,0.01811468,0.1270628],"study_design_scores_gemma":[0.004308539,0.001171723,0.8645335,0.009503591,0.003249656,0.005555157,0.006227855,0.0223528,0.005900032,0.00251741,0.07296124,0.001718543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704409,0.1431295,0.0402833,0.0113153,0.006536377,0.004681946,0.0001384213,0.0009986332,0.02247564],"genre_scores_gemma":[0.9961866,0.0005660274,0.001844658,0.0005308376,0.0004503435,0.00008586028,0.00006543901,0.00003516398,0.0002350432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2765807,"threshold_uncertainty_score":0.8097352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408406964","doi":"10.1148/ryct.240382","title":"Pleuroparenchymal Fibroelastosis: Update on CT and Histologic Findings","year":2025,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Fibrosis; Endocardial fibroelastosis; Pathology; Thickening; Lung; Radiology; Internal medicine; Chemistry","authors":[{"name":"Joel L. Gamble","is_ca":true},{"name":"Néstor L. Müller","is_ca":true},{"name":"Andrew Churg","is_ca":true},{"name":"Ana-Maria Bilawich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01559653714485484,"gpt":0.3209146581376076,"spread":0.3053181209927527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003873337,0.0007913784,0.003415307,0.0006972052,0.0002341183,0.00005012886,0.0002612189,0.0002004395,0.00004996236],"category_scores_gemma":[0.0002758092,0.0006498724,0.001181134,0.0003291202,0.0003839482,0.00008579167,0.0002127699,0.001034568,0.00009768755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793495,"about_ca_system_score_gemma":0.000538056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009760327,"about_ca_topic_score_gemma":1.158886e-7,"domain_scores_codex":[0.9967062,0.0005233579,0.0007278943,0.001148604,0.000216432,0.000677438],"domain_scores_gemma":[0.9984262,0.0003428525,0.0002225213,0.000690227,0.00006516195,0.0002530366],"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":[0.0003840525,0.00005278994,0.0001602511,0.02886323,0.0006070177,0.00430262,0.0000161732,0.000001207532,0.000003426487,0.0003972069,0.01100382,0.9542082],"study_design_scores_gemma":[0.0002954903,0.0004983254,0.00004161898,0.02788107,0.004663916,0.01303929,0.00001697727,0.00003469216,0.000001319526,0.00002593598,0.9529685,0.0005328684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007844569,0.9920973,0.0001258239,0.0002848698,0.001171306,0.0008207689,0.0002087952,0.0001855335,0.005027154],"genre_scores_gemma":[0.001844073,0.9950459,0.0002188936,0.0008330249,0.0005343346,0.000136053,0.0003860648,0.00007966931,0.0009220001],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9536753,"threshold_uncertainty_score":0.9995952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399391308","doi":"10.1148/ryct.230271","title":"Head-to-Head Comparison and Temporal Trends of Cardiac MRI Recommendations in ESC versus ACC/AHA Guidelines: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiology; Guideline; Internal medicine; Meta-analysis; Heart failure; Pathology","authors":[{"name":"Nicola Ciocca","is_ca":false},{"name":"Henri Lu","is_ca":false},{"name":"Γεώργιος Τζίμας","is_ca":false},{"name":"Olivier Müller","is_ca":false},{"name":"Ambra Masi","is_ca":false},{"name":"Niccolò Maurizi","is_ca":false},{"name":"Ioannis Skalidis","is_ca":false},{"name":"Mark Colin Gissler","is_ca":false},{"name":"Pierre Monney","is_ca":false},{"name":"Juerg Schwitter","is_ca":false},{"name":"Yin Ge","is_ca":true},{"name":"Panagiotis Antiochos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1596391624989215,"gpt":0.4920697043596071,"spread":0.3324305418606855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00343398,0.000926452,0.02147742,0.002532551,0.00007589607,0.00007307349,0.000209097,0.0002789113,0.00002595492],"category_scores_gemma":[0.001840985,0.0006901894,0.004615184,0.002879123,0.000212627,0.00009446555,0.0002431664,0.0009158948,0.00001914927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168448,"about_ca_system_score_gemma":0.0002942876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352554,"about_ca_topic_score_gemma":0.0000240881,"domain_scores_codex":[0.9932007,0.001685809,0.00303029,0.001188733,0.0003510581,0.0005434447],"domain_scores_gemma":[0.9957938,0.001567818,0.0007473328,0.001274641,0.0003058492,0.0003105442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00002428377,0.00004323147,0.001192064,0.7290084,0.1852791,0.0001593865,0.0001999317,0.00001324999,1.844635e-7,0.00001659829,0.01764024,0.06642338],"study_design_scores_gemma":[0.0002242196,0.00005227873,0.00003011909,0.04335561,0.8306962,0.0005562774,0.0001047569,0.0001278765,1.275691e-7,0.00000230672,0.1243893,0.0004609439],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003499987,0.9920905,0.0003901564,0.00383042,0.0005590831,0.002044013,0.0005948881,0.00009131633,0.0003960762],"genre_scores_gemma":[0.0002562804,0.9937564,0.00351107,0.0005159616,0.0001668671,0.0006331645,0.0007470852,0.0001065271,0.0003067189],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6856527,"threshold_uncertainty_score":0.9995549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386135881","doi":"10.1148/ryct.230213","title":"Standardized Medical Terminology for Cardiac CT: What's in a Name?","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","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":"Toronto General Hospital","funders":"","keywords":"Medicine; Terminology; Medical terminology; Medical physics; Linguistics","authors":[{"name":"James M. Roberts","is_ca":true},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01510767054044201,"gpt":0.336709042614499,"spread":0.321601372074057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00254996,0.0003331682,0.001489081,0.0006936525,0.0001266798,0.00007259887,0.0001863762,0.0001772946,0.0000399233],"category_scores_gemma":[0.003678576,0.0003283773,0.0006661069,0.0005834742,0.0004414229,0.0002430771,0.0001314794,0.0005899783,0.0001095443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046896,"about_ca_system_score_gemma":0.0006191381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000357217,"about_ca_topic_score_gemma":0.000002004836,"domain_scores_codex":[0.9968183,0.0003497385,0.0005738151,0.0007298953,0.0004503641,0.001077886],"domain_scores_gemma":[0.9971301,0.001687622,0.00009071,0.0006148064,0.0001604077,0.0003163606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005264166,0.00006397115,0.5567626,0.0003209201,0.0005087242,0.007485449,0.0007107329,0.0001064054,0.0006379299,0.0004567625,0.03785709,0.394563],"study_design_scores_gemma":[0.02506419,0.0005303052,0.4833868,0.002477968,0.002120905,0.02390467,0.007165171,0.01728941,0.003156784,0.004467529,0.4278499,0.002586477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897751,0.03710531,0.009394919,0.03715247,0.01021641,0.002459287,0.0001773748,0.001429712,0.00431355],"genre_scores_gemma":[0.9909725,0.002857175,0.001485268,0.00210255,0.001408029,0.0004106855,0.0003159831,0.0001148818,0.0003329402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3919765,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283741417","doi":"10.1148/ryct.220121","title":"Evaluating the Potential of CT Angiography–derived Left Ventricular Long-Axis Shortening as a Biomarker of Early Decompensation","year":2022,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","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":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Medicine; MEDLINE; Aortic valve replacement; Guideline; Cardiology; Internal medicine; valvular heart disease; Interventional cardiology; Stenosis; Pathology","authors":[{"name":"Russell J. Everett","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01902252558153892,"gpt":0.3687614995250798,"spread":0.3497389739435409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009002066,0.0001864625,0.0005957821,0.0003103625,0.0002623944,0.00001127632,0.0001282785,0.00002483238,0.0001539531],"category_scores_gemma":[0.00008891252,0.0001542847,0.002301669,0.0004105235,0.0001897266,0.00006458368,0.0001324202,0.0001776545,0.000002348853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114356,"about_ca_system_score_gemma":0.0001399201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000207356,"about_ca_topic_score_gemma":2.064572e-7,"domain_scores_codex":[0.9977835,0.0006503252,0.0004206915,0.0003502145,0.000489512,0.0003057424],"domain_scores_gemma":[0.9989111,0.0001353721,0.0002728374,0.0004438565,0.0001601559,0.00007666257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000577743,0.00009764395,0.9406988,0.00005380874,0.003851858,0.000538453,0.0002272184,0.001462203,0.01897856,0.00001058451,0.00005049667,0.03345266],"study_design_scores_gemma":[0.001341766,0.000344385,0.9857225,0.00004070639,0.003560493,0.002679023,0.0005484429,0.004666564,0.000876575,0.00005950787,0.00001941636,0.000140641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986086,0.01117305,0.001340564,0.000121016,0.0003754359,0.0005949297,0.00004145522,0.00003351455,0.0002340685],"genre_scores_gemma":[0.9991394,0.0000301411,0.0004546647,0.00008120041,0.00007641135,0.00004734542,0.0001258454,0.00003032119,0.00001465111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04502371,"threshold_uncertainty_score":0.6291547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413041250","doi":"10.1148/ryct.240562","title":"Hyperpolarized <sup>129</sup>Xe MRI and Spectroscopy: Quantitative Measurements, Results, and Emerging Opportunities","year":2025,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Children's Hospital; St. Paul's Hospital; University of British Columbia","funders":"Vertex Pharmaceuticals; Michael Smith Health Research BC; BC Children's Hospital; National Institutes of Health; Canadian Institutes of Health Research; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; American Thoracic Society; Regeneron Pharmaceuticals; Reseau canadien de recherche respiratoire; Sanofi; AstraZeneca","keywords":"Spectroscopy; Nuclear magnetic resonance; Physics; Materials science; Medical physics","authors":[{"name":"Jackie Liggins","is_ca":true},{"name":"Haad Bhutta","is_ca":true},{"name":"Sharon Dell","is_ca":true},{"name":"Janice M. Leung","is_ca":true},{"name":"Don D. Sin","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Jonathan H. Rayment","is_ca":true},{"name":"Rachel L. Eddy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07835297652960085,"gpt":0.3841906751854845,"spread":0.3058376986558836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001628478,0.0008277267,0.003076558,0.0005270867,0.0005110072,0.0001987914,0.000409151,0.0001885174,0.00002682735],"category_scores_gemma":[0.00009125592,0.0007614802,0.0005265247,0.0003356236,0.0006446717,0.0002880741,0.0004363697,0.001138516,0.00001362579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567347,"about_ca_system_score_gemma":0.001267326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001408411,"about_ca_topic_score_gemma":4.163741e-7,"domain_scores_codex":[0.9954156,0.001278277,0.0009246393,0.001158545,0.0003145712,0.0009083908],"domain_scores_gemma":[0.9976587,0.000921263,0.000397883,0.0006366438,0.0001498568,0.0002356065],"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":[0.00005129416,0.00002273052,0.0006283336,0.002710303,0.001637126,0.00003896264,0.0005781436,0.000007510672,0.00001237299,0.005364004,0.002029733,0.9869195],"study_design_scores_gemma":[0.001834171,0.00003740453,0.00001303713,0.008020204,0.003035271,0.0001919543,0.004661255,0.01088658,0.00002195564,0.003389199,0.9660052,0.001903775],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005336706,0.9612536,0.02147758,0.0001864767,0.0001993305,0.0008463745,0.0005128622,0.0000748692,0.01539557],"genre_scores_gemma":[0.001261479,0.994583,0.001899568,0.00005229313,0.0004958533,0.0001385376,0.0005304926,0.00009955598,0.0009392076],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9850157,"threshold_uncertainty_score":0.9994836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413986369","doi":"10.1148/ryct.240492","title":"Functional Thoracic MRI: Recent Advances in Pulmonary Assessment","year":2025,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Respiratory physiology; Medicine; Intensive care medicine; Pulmonary function testing; Functional imaging; Respiratory system; Airway; Lung; Radiology; Internal medicine; Anesthesia","authors":[{"name":"J. Biederer","is_ca":false},{"name":"Mark O. Wielpütz","is_ca":false},{"name":"Yoshiharu Ohno","is_ca":false},{"name":"Mark L. Schiebler","is_ca":false},{"name":"Jim M. Wild","is_ca":false},{"name":"Jens Vogel‐Claussen","is_ca":false},{"name":"Edwin J.R. van Beek","is_ca":false},{"name":"Mitchell S. Albert","is_ca":false},{"name":"Tally A. Altes","is_ca":false},{"name":"James C. Gee","is_ca":false},{"name":"Jin Mo Goo","is_ca":false},{"name":"Tae Iwasawa","is_ca":false},{"name":"David G. Kiely","is_ca":false},{"name":"Toyohiro Hirai","is_ca":false},{"name":"Chang Hyun Lee","is_ca":false},{"name":"Ki Yeol Lee","is_ca":false},{"name":"David L. Levin","is_ca":false},{"name":"David A. Lynch","is_ca":false},{"name":"Sadayuki Murayama","is_ca":false},{"name":"Mizuki Nishino","is_ca":false},{"name":"Joon Beom Seo","is_ca":false},{"name":"Jason C. Woods","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02487279889941788,"gpt":0.3981747419886032,"spread":0.3733019430891853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001050013,0.0007083619,0.00269193,0.0006533135,0.0002134269,0.00006976512,0.0005801363,0.0001956555,0.0003550724],"category_scores_gemma":[0.00001889749,0.0006480517,0.0008607048,0.0009323079,0.000232429,0.0003592946,0.0003399713,0.001705651,0.00009770191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009577189,"about_ca_system_score_gemma":0.002737448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001616961,"about_ca_topic_score_gemma":4.407116e-7,"domain_scores_codex":[0.9955146,0.001201436,0.0009105288,0.001117168,0.0003392863,0.0009169541],"domain_scores_gemma":[0.9979997,0.0007115942,0.0003227895,0.0007207593,0.0001097433,0.0001354478],"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":[0.00001023913,0.00006079755,0.00218014,0.002469031,0.0002286127,0.00006299307,0.0000121641,0.00007641785,4.433564e-7,0.00188983,0.001628197,0.9913811],"study_design_scores_gemma":[0.0001394332,0.000002937904,0.0000395077,0.003358202,0.0003078434,0.00006886051,0.0001050118,0.002052852,8.520958e-7,0.002918865,0.9904211,0.0005845159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.771378e-7,0.8729786,0.06150573,0.00007504455,0.0009089915,0.0007537075,0.0001188377,0.00005361502,0.06360447],"genre_scores_gemma":[0.0003949397,0.9958367,0.0002252602,0.0000350977,0.0009890822,0.0005544325,0.0008943384,0.0000714618,0.0009987266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9907966,"threshold_uncertainty_score":0.9995971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411061771","doi":"10.1148/ryct.250064","title":"<i>Radiology: Cardiothoracic Imaging</i> Highlights 2024","year":2025,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Medical physics; Medical imaging; Radiology; Cardiothoracic surgery; Intensive care medicine; Data science; Computer science; Surgery","authors":[{"name":"Roberta Catania","is_ca":false},{"name":"Aprateem Mukherjee","is_ca":false},{"name":"Jordan Chamberlin","is_ca":false},{"name":"Francisco Calle","is_ca":true},{"name":"Preethi Philomina","is_ca":false},{"name":"Domenico Mastrodicasa","is_ca":false},{"name":"Bradley D. Allen","is_ca":false},{"name":"Dominika Suchá","is_ca":false},{"name":"Suhny Abbara","is_ca":false},{"name":"Kate Hanneman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01594499555965826,"gpt":0.344160119088204,"spread":0.3282151235285458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002265881,0.0025442,0.01202971,0.002522716,0.0005741042,0.000252788,0.00100081,0.001225736,0.0001220596],"category_scores_gemma":[0.002130616,0.002281967,0.006125591,0.001981428,0.001329936,0.000298241,0.0006682331,0.003587489,0.0007431692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736115,"about_ca_system_score_gemma":0.003388303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007291885,"about_ca_topic_score_gemma":0.000001117882,"domain_scores_codex":[0.9888259,0.002220603,0.002408436,0.003198362,0.0007997144,0.002547021],"domain_scores_gemma":[0.9910285,0.003169165,0.0008780722,0.003527039,0.0005588688,0.0008383046],"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":[0.00006435369,0.00008229151,0.002587903,0.02327262,0.002730187,0.006358882,0.00007776388,0.00001104455,0.000004141154,0.0002410312,0.2083634,0.7562064],"study_design_scores_gemma":[0.0009112185,0.00005128359,0.0001419736,0.01968108,0.01839954,0.04008619,0.00005238883,0.00004692053,0.000006777925,0.00008183102,0.9188164,0.001724417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003969436,0.9255977,0.00324714,0.001329687,0.0123886,0.002509807,0.0004787667,0.001077749,0.05336663],"genre_scores_gemma":[0.0001504186,0.9798955,0.001923827,0.002018422,0.005638709,0.000602495,0.001399108,0.0004628325,0.007908681],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.754482,"threshold_uncertainty_score":0.9987293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406987319","doi":"10.1148/ryct.240342","title":"Modified CT Technique Improves Image Quality for Assessment of Cardiac Conduction Device Lead Perforation","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Lead (geology); Image quality; Perforation; Medicine; Quality (philosophy); Biomedical engineering; Radiology; Materials science; Image (mathematics); Artificial intelligence; Computer science; Composite material; Geology","authors":[{"name":"Ryan S. Huang","is_ca":true},{"name":"Gauri Rani Karur","is_ca":true},{"name":"Felipe Soares Torres","is_ca":true},{"name":"Farah Cadour","is_ca":true},{"name":"Jacques du Plessis","is_ca":true},{"name":"Kate Hanneman","is_ca":true},{"name":"Behruz Karasfi","is_ca":true},{"name":"Elsie T. Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01961272180099369,"gpt":0.3549110544746831,"spread":0.3352983326736894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001099961,0.0002512957,0.0006432666,0.0002283901,0.0001514088,0.00002883281,0.0001544512,0.00007386639,0.000001988283],"category_scores_gemma":[0.0001090664,0.0002764997,0.0002471888,0.0002613601,0.0001580399,0.0004586272,0.00003470898,0.000307951,8.196269e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885043,"about_ca_system_score_gemma":0.0000919239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001957617,"about_ca_topic_score_gemma":8.082199e-7,"domain_scores_codex":[0.9984711,0.0001884637,0.0005186563,0.0003511346,0.0001062643,0.0003643517],"domain_scores_gemma":[0.9990466,0.0002270304,0.0001149463,0.0003931858,0.0001826002,0.00003568043],"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":[0.00002182165,0.00001218893,0.002274733,0.0006459855,0.0002031915,0.000001907617,0.00007237995,0.0152826,0.90934,0.00166134,0.000257665,0.07022616],"study_design_scores_gemma":[0.0008949619,0.00005293185,0.01080966,0.0002165367,0.0004245515,0.00007767784,0.001248831,0.2840387,0.6923634,0.003478939,0.005482719,0.0009111329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08750761,0.002147461,0.9026595,0.0001361154,0.001075737,0.0008621572,0.00004116189,0.0003561671,0.005214035],"genre_scores_gemma":[0.9486112,0.0001127691,0.05051762,0.00005130527,0.0001427042,0.0003944198,0.00006541337,0.00003732101,0.00006726882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8611036,"threshold_uncertainty_score":0.9999687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410598207","doi":"10.1148/ryct.240204","title":"Preclinical Evaluation of a Nanobody-based SPECT Radiotracer <sup>99m</sup>Tc-AFN with Clinical Potential for Noninvasive Monitoring of Fibroblast Activation after Myocardial Infarction","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Aurora College","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China; Beijing Hospital Authority","keywords":"Myocardial infarction; Medicine; Fibroblast activation protein, alpha; Technetium-99m; Technetium; Nuclear medicine; Cardiology; Internal medicine; Scintigraphy","authors":[{"name":"Zixuan Ai","is_ca":false},{"name":"Chenzhen Li","is_ca":false},{"name":"Yitao Yang","is_ca":true},{"name":"Xiao-Ying Xi","is_ca":false},{"name":"Shuhong Duan","is_ca":false},{"name":"Bing Jia","is_ca":false},{"name":"Min-Fu Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02544241053860961,"gpt":0.3752982591837804,"spread":0.3498558486451708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00250156,0.0002590402,0.00105142,0.0005187414,0.00009256628,0.00001688553,0.00008547506,0.0002214579,0.000047195],"category_scores_gemma":[0.001005096,0.0002334691,0.0008258778,0.0004571848,0.0004075034,0.0001813326,0.00002821538,0.000373887,0.000002055446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788652,"about_ca_system_score_gemma":0.0008286675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001646148,"about_ca_topic_score_gemma":7.210223e-7,"domain_scores_codex":[0.9967876,0.0007578119,0.001036172,0.0005814738,0.0005221748,0.0003147497],"domain_scores_gemma":[0.9973763,0.0006138763,0.0004384388,0.0004513326,0.001022681,0.00009742833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01478684,0.0006534415,0.6956046,0.001048819,0.00480077,0.00006088082,0.0004184429,0.1508768,0.0781164,0.00004551849,0.0008853299,0.05270218],"study_design_scores_gemma":[0.01852299,0.001190007,0.4113034,0.00604171,0.007531942,0.0003235265,0.0009289092,0.4000022,0.1530962,0.0001840703,0.0002241538,0.0006509613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911436,0.0002108583,0.1062022,0.0009339386,0.0001576987,0.0009654555,0.00003144606,0.00004910451,0.0003057214],"genre_scores_gemma":[0.9918312,0.00001644708,0.006778795,0.0001874224,0.0008387398,0.0001679139,0.0001102614,0.00003072336,0.00003845478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843013,"threshold_uncertainty_score":0.9520592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416994490","doi":"10.1148/ryct.250444","title":"Top 2025 Images in Cardiothoracic Imaging","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","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":"Toronto General Hospital; University of Toronto","funders":"NIHR Sheffield Biomedical Research Centre; NIHR Sheffield Clinical Research Facility","keywords":"","authors":[{"name":"Lingyi Wen","is_ca":false},{"name":"Gaurav S. Gulsin","is_ca":false},{"name":"Shady Abohashem","is_ca":false},{"name":"Samer Alabed","is_ca":false},{"name":"Kate Hanneman","is_ca":true},{"name":"Domenico Mastrodicasa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007094401720766159,"gpt":0.3163718533387417,"spread":0.3092774516179756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001534589,0.000564108,0.001601576,0.001376787,0.000214584,0.0001197716,0.0002843359,0.000180935,0.00004379851],"category_scores_gemma":[0.001468336,0.0005913618,0.000705681,0.001243312,0.0005156846,0.0002890381,0.000233361,0.001053073,0.00009783859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054661,"about_ca_system_score_gemma":0.0006022466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002054978,"about_ca_topic_score_gemma":0.000001964475,"domain_scores_codex":[0.996089,0.0004847956,0.0007989909,0.001093481,0.0003465683,0.001187201],"domain_scores_gemma":[0.9974669,0.0007410862,0.0001278883,0.001166646,0.0002677769,0.000229662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001448744,0.00006087942,0.8896149,0.0002123311,0.0002006272,0.002053365,0.0001649371,0.0002588586,0.003339759,0.0002242472,0.02027414,0.08345111],"study_design_scores_gemma":[0.004324712,0.00003391309,0.9254213,0.001296035,0.00129741,0.004728641,0.001174434,0.002786312,0.007626119,0.0009129189,0.0492425,0.001155733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3202975,0.1868242,0.07336548,0.02893395,0.009757717,0.002531687,0.0001195294,0.001736229,0.3764337],"genre_scores_gemma":[0.9892445,0.0005360084,0.00337735,0.003972734,0.0006909427,0.000100611,0.00007195022,0.00008152006,0.001924448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.668947,"threshold_uncertainty_score":0.9996538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394915166","doi":"10.1148/ryct.230216","title":"Cardiac MRI after Sudden Cardiac Arrest: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sudden cardiac arrest; Sudden cardiac death; Medicine; Cardiology; Internal medicine","authors":[{"name":"Bernhard Scharinger","is_ca":false},{"name":"Elke Boxhammer","is_ca":false},{"name":"Richard Rezar","is_ca":false},{"name":"Stefan Hecht","is_ca":false},{"name":"Sarah Wernly","is_ca":false},{"name":"Tobias Widhalm","is_ca":false},{"name":"Michael Lichtenauer","is_ca":false},{"name":"Uta C. Hoppe","is_ca":false},{"name":"Klaus Hergan","is_ca":false},{"name":"Bernhard Wernly","is_ca":false},{"name":"Bernhard Strohmer","is_ca":false},{"name":"Reinhard Kaufmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01556615797546038,"gpt":0.3449064882416608,"spread":0.3293403302662004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00339837,0.001906821,0.01838756,0.0009349817,0.0001497129,0.00020684,0.0004953688,0.000700751,0.00004145856],"category_scores_gemma":[0.001918411,0.001454749,0.009844111,0.001259985,0.0004528268,0.0001928195,0.0004100341,0.002524688,0.002807566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114008,"about_ca_system_score_gemma":0.001392604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002188125,"about_ca_topic_score_gemma":1.623221e-7,"domain_scores_codex":[0.9906511,0.002518871,0.002467978,0.002009351,0.0008618833,0.00149076],"domain_scores_gemma":[0.9938665,0.001395872,0.000643365,0.003145344,0.0003232822,0.0006256324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000092193,0.00001894328,0.0001243541,0.8909735,0.005561201,0.003428124,0.0000669704,2.425797e-7,2.116941e-7,0.00002521187,0.06870121,0.03109081],"study_design_scores_gemma":[0.00007160906,0.00001654108,0.000004972981,0.4531716,0.09514859,0.002463661,0.00002201066,0.000003168435,1.891645e-7,0.00000568667,0.4483896,0.0007023758],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.058053e-7,0.9743876,0.0001603113,0.0004733524,0.01188514,0.006948122,0.0006407384,0.0007443381,0.004760021],"genre_scores_gemma":[0.00001599739,0.9879508,0.0003367935,0.001114528,0.004145871,0.003637192,0.0008041573,0.000552051,0.001442618],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4378019,"threshold_uncertainty_score":0.9997765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319240665","doi":"10.1148/ryct.220306","title":"Contrast Medium Reduction for CTA with Photon-counting CT: A New Opportunity or More of the Same?","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Advanced X-ray and CT Imaging","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":"Providence Health Care","funders":"","keywords":"Medicine; Dual energy; Angiography; Nuclear medicine; Radiology; Coronary angiography; Internal medicine","authors":[{"name":"James Dundas","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01611656264757946,"gpt":0.2710181587229083,"spread":0.2549015960753288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004849802,0.0002447205,0.0004773698,0.0001430556,0.0001949622,0.00002180192,0.0002484387,0.00004710126,0.00001415002],"category_scores_gemma":[0.0002174679,0.0001767008,0.0001512078,0.0005268809,0.0002372896,0.0002616814,0.00004551065,0.0003121035,0.000002673454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056552,"about_ca_system_score_gemma":0.0001901846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003503762,"about_ca_topic_score_gemma":0.000005271293,"domain_scores_codex":[0.9986387,0.00005643681,0.0003252995,0.0002880214,0.000165349,0.0005261161],"domain_scores_gemma":[0.9991012,0.0001929706,0.0001158748,0.0003985746,0.0000834758,0.0001079573],"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":[0.001024912,0.00005749971,0.03997172,0.002041407,0.002026649,0.0004849503,0.01026293,0.2966669,0.30631,0.0005212433,0.03874512,0.3018866],"study_design_scores_gemma":[0.009600201,0.0002752052,0.03639301,0.002122501,0.002015738,0.0190393,0.02992521,0.4778883,0.3207166,0.003722299,0.09429898,0.004002644],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.791993,0.002131615,0.1928854,0.003290452,0.004119867,0.001708954,0.0001079226,0.001629396,0.002133421],"genre_scores_gemma":[0.9954547,0.00009446405,0.003152944,0.0001329666,0.0005362447,0.00006853776,0.00002749717,0.00008479958,0.0004478731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.297884,"threshold_uncertainty_score":0.7205651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417243509","doi":"10.1148/ryct.250071","title":"Comparison of Diagnostic Parameters Using Cardiac CT–derived Aortic Valve Area and Aortic Valve Calcium Scores for Low-Gradient Aortic Stenosis","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Stenosis; Ventricular outflow tract; Aortic valve; Aortic valve stenosis; Calcification","authors":[{"name":"Syed Rizwanuddin Ahmad","is_ca":false},{"name":"HangYu Watson","is_ca":false},{"name":"Maan Awad","is_ca":false},{"name":"Philippe Pîbarot","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Seher Berzingi","is_ca":false},{"name":"Kunal N. Patel","is_ca":false},{"name":"Sameh Nassar","is_ca":false},{"name":"Basel Abdelazeem","is_ca":false},{"name":"Sudarshan Balla","is_ca":false},{"name":"Irfan Zeb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899780516298397,"gpt":0.3787706921164958,"spread":0.3497728869535118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003938905,0.0005421645,0.002228752,0.0004577496,0.000260464,0.00005056867,0.0001341675,0.0001100332,0.000005902988],"category_scores_gemma":[0.001227802,0.0005129193,0.003081715,0.0003981407,0.000570974,0.0001228206,0.0001274527,0.0002591691,0.000002584673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004616466,"about_ca_system_score_gemma":0.0002833685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603651,"about_ca_topic_score_gemma":6.097238e-7,"domain_scores_codex":[0.9967262,0.0003084575,0.0009248084,0.0008867336,0.0002965725,0.0008572562],"domain_scores_gemma":[0.9965296,0.001820857,0.0003365813,0.0007229497,0.0002618337,0.0003281567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002558442,0.0002293413,0.9691433,0.0008001094,0.006909272,0.00002523782,0.0003209719,0.0007156223,0.003640778,0.00002464995,0.0002431583,0.01769167],"study_design_scores_gemma":[0.002609215,0.0002378185,0.9512574,0.0010463,0.0195754,0.00005661028,0.0009609502,0.01768566,0.005844155,0.0001814999,0.00003569658,0.0005092821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688877,0.01930689,0.008119723,0.0001714558,0.00123972,0.001917949,0.0001619482,0.00009418092,0.0001004108],"genre_scores_gemma":[0.9971308,0.0003626964,0.001649112,0.0002626057,0.00009946465,0.0002656075,0.0001425504,0.00007007819,0.0000171628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.028243,"threshold_uncertainty_score":0.9997323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410000106","doi":"10.1148/ryct.250030","title":"Pentalogy of Cantrell with Complete Ectopia Cordis","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Congenital Anomalies and Fetal Surgery","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":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine","authors":[{"name":"Anass Benomar","is_ca":true},{"name":"Jean‐Luc Bigras","is_ca":true},{"name":"Chantal Lapierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006152537370331529,"gpt":0.2529275594943737,"spread":0.2467750221240422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513054,0.0001564274,0.0006814278,0.000180321,0.00006462923,0.000006191619,0.00007437733,0.00005106803,0.00009048706],"category_scores_gemma":[0.00003339039,0.0001244457,0.0001868656,0.0002514667,0.0003710937,0.00003956059,0.00006027058,0.0001626378,0.00001016682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006931072,"about_ca_system_score_gemma":0.000133338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000238511,"about_ca_topic_score_gemma":0.000018697,"domain_scores_codex":[0.9990108,0.00007129631,0.000264448,0.0002711469,0.00008972162,0.0002926033],"domain_scores_gemma":[0.9993471,0.0001307643,0.0000710924,0.0002975843,0.00008764199,0.00006581061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007079225,0.00004763726,0.9197836,0.0002404122,0.0005816945,0.0006016584,0.0001044203,0.00001597573,0.01287952,0.0009681557,0.001717419,0.06235158],"study_design_scores_gemma":[0.002928647,0.0003451732,0.9013461,0.0004203936,0.001169943,0.008894962,0.0007115789,0.001746559,0.003689853,0.000274919,0.07793341,0.0005384135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256955,0.004902595,0.004105442,0.001534207,0.0005292761,0.0003133379,0.00003017209,0.00006961363,0.06281985],"genre_scores_gemma":[0.9973115,0.00005749424,0.0004827003,0.0007262877,0.00007941255,0.000009810427,0.0000367249,0.00001464218,0.001281419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07621598,"threshold_uncertainty_score":0.5074747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415700648","doi":"10.1148/ryct.250080","title":"Open-Source AI Model for Predicting Respiratory Mortality in COPD from Chest Radiographs","year":2025,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Research Foundation of Korea","keywords":"COPD; Receiver operating characteristic; Pulmonary function testing; Retrospective cohort study; Radiography; Respiratory system; Cohort; Cohort study; Hazard ratio","authors":[{"name":"Jong Hyuk Lee","is_ca":false},{"name":"Chang‐Hoon Lee","is_ca":false},{"name":"Jayoun Kim","is_ca":false},{"name":"Jakob Weiss","is_ca":true},{"name":"Vineet K. Raghu","is_ca":true},{"name":"Michael T. Lu","is_ca":true},{"name":"Hugo J.W.L. Aerts","is_ca":true},{"name":"Hye-Rin Kang","is_ca":false},{"name":"Ju Gang Nam","is_ca":false},{"name":"Chang Min Park","is_ca":false},{"name":"Jin Mo Goo","is_ca":false},{"name":"Hyungjin Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03018869262485638,"gpt":0.3662935654058549,"spread":0.3361048727809985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001772031,0.0003922386,0.001187109,0.0006903682,0.0002630353,0.00009344944,0.000665813,0.0002325243,0.00003169954],"category_scores_gemma":[0.0005909292,0.0004190848,0.0004121719,0.0007799522,0.0005781665,0.0003802466,0.0005100761,0.0008657817,0.000005815914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056199,"about_ca_system_score_gemma":0.001244636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004982975,"about_ca_topic_score_gemma":0.00005228843,"domain_scores_codex":[0.996307,0.0004735699,0.0007206832,0.001231725,0.000321819,0.0009452541],"domain_scores_gemma":[0.9978073,0.0004389416,0.0001397139,0.001108626,0.0002358677,0.0002695326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006687447,0.0001212831,0.9569836,0.0004461726,0.0005397642,0.0002282626,0.0003287561,0.002976981,0.002295641,0.0002109391,0.00355569,0.03164421],"study_design_scores_gemma":[0.004241591,0.00003099729,0.5705382,0.0003687824,0.0004307221,0.00005758894,0.0004433901,0.4154537,0.0003432468,0.001506615,0.006230026,0.000355167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8597797,0.01947613,0.1048173,0.002465451,0.0006526554,0.003699026,0.0003467155,0.0002765952,0.008486456],"genre_scores_gemma":[0.9926112,0.0000554528,0.002825915,0.00272459,0.0003834408,0.0005205098,0.0001815289,0.00008332959,0.0006139847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4124767,"threshold_uncertainty_score":0.9998261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}