{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6675,"total_is_capped":false,"direct_labels_cover":10,"predictions_cover":6675,"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":"ee1dbf277d34","filters":{"topic":"Cardiac Valve Diseases and Treatments"}},"results":[{"id":"W2149609916","doi":"10.1056/nejmoa1008232","title":"Transcatheter Aortic-Valve Implantation for Aortic Stenosis in Patients Who Cannot Undergo Surgery","year":2010,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7161,"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; Aortic valve replacement; Cardiology; Internal medicine; Aortic valve stenosis; Aortic valve; Surgery","authors":[{"name":"Martin B. Leon","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"Jeffrey W. Moses","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Gregory P. Fontana","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"David L. Brown","is_ca":false},{"name":"Peter C. Block","is_ca":false},{"name":"Robert A. Guyton","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Joseph E. Bavaria","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Pamela S. Douglas","is_ca":false},{"name":"John L. Petersen","is_ca":false},{"name":"Jodi J. Akin","is_ca":false},{"name":"William N. Anderson","is_ca":false},{"name":"Duolao Wang","is_ca":false},{"name":"Stuart Pocock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01625634126405529,"gpt":0.3120765444328715,"spread":0.2958202031688162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084167,0.0001809078,0.0006449731,0.0003220801,0.000518552,0.0004248584,0.0002319921,0.000492379,0.001972446],"category_scores_gemma":[0.003536406,0.000121455,0.0004450341,0.0003015292,0.000414749,0.0002151069,0.0002944578,0.0005692909,0.0002711725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002305872,"about_ca_system_score_gemma":0.000581247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003737586,"about_ca_topic_score_gemma":0.0007305333,"domain_scores_codex":[0.9995486,0.0001385974,0.00005076888,0.00006216763,0.000108363,0.00009157889],"domain_scores_gemma":[0.9982221,0.0006145944,0.0004905194,0.00008158539,0.00005990117,0.0005313778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002874252,0.0004666632,0.976255,0.0001575531,0.0001858571,0.001140891,0.0001514505,0.0003977763,0.001386191,0.0003060618,0.00113847,0.01553992],"study_design_scores_gemma":[0.001148913,0.005729207,0.9806728,0.000149468,0.0002233358,0.005189109,0.0003033727,0.00134575,0.0005085933,0.001185619,0.003522204,0.00002154457],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974625,0.0008761673,0.0001090912,0.0003775947,0.0000867495,0.00003739239,0.00008442834,0.000002967386,0.0009631203],"genre_scores_gemma":[0.99836,0.0004611975,0.0001681426,0.0004254473,0.0001752052,0.00004788337,0.0002101228,0.000001526852,0.0001505322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972446,"threshold_uncertainty_score":0.006598473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165258820","doi":"10.1056/nejmoa1103510","title":"Transcatheter versus Surgical Aortic-Valve Replacement in High-Risk Patients","year":2011,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6325,"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; Valve replacement; Stenosis; Aortic valve replacement; Surgery; Confidence interval; Aortic valve stenosis; Clinical endpoint; Stroke (engine); Randomized controlled trial; Cardiology; Internal medicine","authors":[{"name":"Craig R. Smith","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"Jeffrey W. Moses","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Gregory P. Fontana","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Todd Dewey","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Paul J. Corso","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Joseph E. Bavaria","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Jodi J. Akin","is_ca":false},{"name":"William N. Anderson","is_ca":false},{"name":"Duolao Wang","is_ca":false},{"name":"Stuart Pocock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02229107402632935,"gpt":0.3064864526106799,"spread":0.2841953785843506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817404,0.0003907733,0.0009961781,0.0002531226,0.0002432971,0.0004750637,0.0002827079,0.0007315605,0.002737965],"category_scores_gemma":[0.004175047,0.0001871525,0.001095266,0.0001852402,0.0005244861,0.0002741767,0.0003109723,0.000791217,0.0002290241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169281,"about_ca_system_score_gemma":0.0004065607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001673731,"about_ca_topic_score_gemma":0.0003246292,"domain_scores_codex":[0.9986441,0.0008352504,0.0001314409,0.0001717697,0.0001011918,0.0001163294],"domain_scores_gemma":[0.9976715,0.001322435,0.0004447034,0.00007398411,0.00005097726,0.0004362766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8370244,0.008047503,0.0881722,0.001012426,0.002649453,0.0003342734,0.0002589682,0.002520568,0.003982772,0.0007736666,0.001203434,0.05402042],"study_design_scores_gemma":[0.3826602,0.3921035,0.2006444,0.0003387273,0.002983147,0.001253408,0.0004290823,0.01026043,0.003500696,0.002774813,0.002939709,0.0001119714],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973983,0.001378532,0.0002585912,0.0002285467,0.0001256918,0.0001257668,0.00006741032,0.000004374178,0.0004127596],"genre_scores_gemma":[0.9986567,0.0003442491,0.0002687795,0.0002489515,0.0001477311,0.0001517016,0.00007920444,8.134032e-7,0.0001017912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002737965,"threshold_uncertainty_score":0.009611487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3195842247","doi":"10.1093/eurheartj/ehab395","title":"2021 ESC/EACTS Guidelines for the management of valvular heart disease","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5465,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Erasmus Universitair Medisch Centrum Rotterdam; Arts and Humanities Research Council; Uniwersytet Śląski w Katowicach; Śląski Uniwersytet Medyczny w Katowicach; Universitätsklinikum Köln; Türk Kardiyoloji Derneği; International Medical University; British Cardiovascular Society; Medizinischen Hochschule Hannover; Universitetet i Oslo; University of Toronto; Cleveland Clinic; University College London; Inselspital, Universitätsspital Bern; Sahlgrenska Universitetssjukhuset; Universiteit Leiden; Sociedad Española de Cardiología; University of Bern","keywords":"Medicine; valvular heart disease; Internal medicine; Cardiology; Disease management; Intensive care medicine; Disease","authors":[{"name":"Alec Vahanian","is_ca":false},{"name":"Friedhelm Beyersdorf","is_ca":false},{"name":"Fabien Praz","is_ca":false},{"name":"Milan Milojevic","is_ca":false},{"name":"Stephan Baldus","is_ca":false},{"name":"Johann Bauersachs","is_ca":false},{"name":"Davide Capodanno","is_ca":false},{"name":"Lenard Conradi","is_ca":false},{"name":"Michele De Bonis","is_ca":false},{"name":"Ruggero De Paulis","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"Nick Freemantle","is_ca":false},{"name":"Martine Gilard","is_ca":false},{"name":"Kristina H. Haugaa","is_ca":false},{"name":"Anders Jeppsson","is_ca":false},{"name":"Peter Jüni","is_ca":false},{"name":"Luc Piérard","is_ca":false},{"name":"Bernard Prendergast","is_ca":false},{"name":"Rafael Sádaba","is_ca":false},{"name":"Christophe Tribouilloy","is_ca":false},{"name":"Franz‐Josef Neumann","is_ca":false},{"name":"Patrick O. Myers","is_ca":false},{"name":"Magdy Abdelhamid","is_ca":false},{"name":"Stephan Achenbach","is_ca":false},{"name":"Riccardo Asteggiano","is_ca":false},{"name":"Fabio Barili","is_ca":false},{"name":"Michael A. Borger","is_ca":false},{"name":"Thierry Carrel","is_ca":false},{"name":"Jean‐Philippe Collet","is_ca":false},{"name":"Dan Foldager","is_ca":false},{"name":"Gilbert Habib","is_ca":false},{"name":"Christian Hassager","is_ca":false},{"name":"Alar Irs","is_ca":false},{"name":"Bernard Iung","is_ca":false},{"name":"Marjan Jahangiri","is_ca":false},{"name":"Hugo A. Katus","is_ca":false},{"name":"Konstantinos C. Koskinas","is_ca":false},{"name":"Steffen Massberg","is_ca":false},{"name":"Christian Mueller","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"Philippe Pîbarot","is_ca":false},{"name":"Amina Rakisheva","is_ca":false},{"name":"Marco Roffi","is_ca":false},{"name":"Andrea Rubboli","is_ca":false},{"name":"Е. V. Shlyakhto","is_ca":false},{"name":"Matthias Siepe","is_ca":false},{"name":"Marta Sitges","is_ca":false},{"name":"Lars Søndergaard","is_ca":false},{"name":"Miguel Sousa‐Uva","is_ca":false},{"name":"Guiseppe Tarantini","is_ca":false},{"name":"José Luis Zamorano","is_ca":false},{"name":"Christophe Tribouilloy","is_ca":false},{"name":"Yasmina Benchabi","is_ca":false},{"name":"A. L. Chilingaryan","is_ca":false},{"name":"Bernhard Metzler","is_ca":false},{"name":"Yasmin Rustamova","is_ca":false},{"name":"Vadim Shumavets","is_ca":false},{"name":"Patrizio Lancellotti","is_ca":false},{"name":"Elnur Smajić","is_ca":false},{"name":"Diana Trendafilova‐Lazarova","is_ca":false},{"name":"Jure Samardžić","is_ca":false},{"name":"Maria Karakyriou","is_ca":false},{"name":"Tomáš Paleček","is_ca":false},{"name":"Jordi S. Dahl","is_ca":false},{"name":"Marwa Meshaal","is_ca":false},{"name":"Kairit Palm","is_ca":false},{"name":"Marko Virtanen","is_ca":false},{"name":"Claire Bouleti","is_ca":false},{"name":"Zviad Bakhutashvili","is_ca":false},{"name":"Maria Boutsikou","is_ca":false},{"name":"Attila Kertész","is_ca":false},{"name":"Ragnar Danielsen","is_ca":false},{"name":"Yan Topilsky","is_ca":false},{"name":"Paolo Golino","is_ca":false},{"name":"Rustem Tuleutayev","is_ca":false},{"name":"Shpend Elezi","is_ca":false},{"name":"Alina Kerimkulov","is_ca":false},{"name":"Ainārs Rudzītis","is_ca":false},{"name":"Sigita Glaveckaitė","is_ca":false},{"name":"Rouguiatou Sow","is_ca":false},{"name":"Daniela Cassar Demarco","is_ca":false},{"name":"Nebojša Bulatović","is_ca":false},{"name":"A Aouad","is_ca":false},{"name":"Renée van den Brink","is_ca":false},{"name":"Emilija Antova","is_ca":false},{"name":"Jan Otto Beitnes","is_ca":false},{"name":"Andrzej Ochała","is_ca":false},{"name":"Regina Ribeiras","is_ca":false},{"name":"Dragoş Vinereanu","is_ca":false},{"name":"O. B. Irtyuga","is_ca":false},{"name":"Branislava Ivanovic","is_ca":false},{"name":"Iveta Šimková","is_ca":false},{"name":"Ariana González Gómez","is_ca":false},{"name":"Giovanna Sarno","is_ca":false},{"name":"Giovanni Pedrazzini","is_ca":false},{"name":"Walid Bsata","is_ca":false},{"name":"Lilia Zakhama","is_ca":false},{"name":"Levent Korkmaz","is_ca":false},{"name":"S. V. Cherniuk","is_ca":false},{"name":"Mohammed Y Khanji","is_ca":false},{"name":"Islamjan Sharipov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0906720526968602,"gpt":0.4143293195799178,"spread":0.3236572668830576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003630249,0.001580086,0.002330549,0.005370747,0.000818502,0.003079804,0.002209309,0.006565969,0.03108802],"category_scores_gemma":[0.01136178,0.0004007004,0.002599695,0.00255374,0.0007567194,0.001266674,0.001484955,0.00532876,0.02494313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917291,"about_ca_system_score_gemma":0.00639909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007947485,"about_ca_topic_score_gemma":0.015023,"domain_scores_codex":[0.9973257,0.0006277915,0.0006761902,0.0001473271,0.0009413263,0.0002816351],"domain_scores_gemma":[0.991622,0.001353599,0.001098719,0.0001421353,0.004640485,0.001143062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009748154,0.00008662575,0.0006951812,0.001859492,0.00007920954,0.0002735091,0.00004386318,0.0003683036,0.0003624823,0.00235848,0.7976361,0.1961393],"study_design_scores_gemma":[0.0001633166,0.00007617733,0.003551739,0.01412988,0.0001612468,0.0007827918,0.00005850965,0.0001932113,0.0001450435,0.002474122,0.9782296,0.00003425058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002333093,0.4600116,0.0112871,0.1968767,0.0571033,0.001537607,0.02065404,0.001191058,0.2490055],"genre_scores_gemma":[0.01890241,0.5075406,0.04308139,0.139144,0.09231182,0.003096103,0.04604542,0.001339941,0.1485383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03108802,"threshold_uncertainty_score":0.1039998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921388585","doi":"10.1056/nejmoa1814052","title":"Transcatheter Aortic-Valve Replacement with a Balloon-Expandable Valve in Low-Risk Patients","year":2019,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4758,"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; Université Laval","funders":"Edwards Lifesciences","keywords":"Medicine; Valve replacement; Stenosis; Aortic valve replacement; Cardiology; Internal medicine; Aortic valve stenosis; Balloon; Surgery; Aortic valve","authors":[{"name":"Michael J. Mack","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Mark J. Russo","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"S. Chris Malaisrie","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Philipp Blanke","is_ca":true},{"name":"Mathew Williams","is_ca":false},{"name":"James M. McCabe","is_ca":false},{"name":"David L. Brown","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Scott Goldman","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"Philippe Généreux","is_ca":false},{"name":"Ashish Pershad","is_ca":false},{"name":"Stuart Pocock","is_ca":false},{"name":"Maria Alu","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Craig R. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005969137467521982,"gpt":0.2703818423186118,"spread":0.2644127048510899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001694998,0.0002577374,0.0005350827,0.0003560756,0.0002392588,0.000429304,0.0002642857,0.0004308427,0.001372751],"category_scores_gemma":[0.004744724,0.0001354273,0.0004647512,0.0002351378,0.00038716,0.0002619227,0.0003083116,0.0005442486,0.0001984296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003437575,"about_ca_system_score_gemma":0.0003472639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002820281,"about_ca_topic_score_gemma":0.0004127727,"domain_scores_codex":[0.9988829,0.0006933521,0.00007590574,0.0001203452,0.0001049477,0.0001226224],"domain_scores_gemma":[0.9978768,0.0009413579,0.0005521058,0.0000830136,0.00007902214,0.0004677683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.03513148,0.001666289,0.9168462,0.000334342,0.0004108109,0.0006786414,0.0001869945,0.001076534,0.003991837,0.0005964611,0.0009630586,0.0381174],"study_design_scores_gemma":[0.01101555,0.04038622,0.9295394,0.0001880441,0.0006614468,0.003296724,0.0003113532,0.008099931,0.002410864,0.002230315,0.001810648,0.00004947043],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998751,0.0004554681,0.0002277646,0.0001739472,0.00002330668,0.00002768497,0.00003417891,0.000002857541,0.0003037277],"genre_scores_gemma":[0.9993419,0.0001514629,0.0002071992,0.00008115189,0.00007255314,0.00003475976,0.00005986917,7.757959e-7,0.00005023032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001694998,"threshold_uncertainty_score":0.008964062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922215374","doi":"10.1056/nejmoa1816885","title":"Transcatheter Aortic-Valve Replacement with a Self-Expanding Valve in Low-Risk Patients","year":2019,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3605,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Medtronic","keywords":"Medicine; Valve replacement; Stenosis; Cardiology; Internal medicine; Aortic valve stenosis; Aortic valve replacement; Surgery","authors":[{"name":"Jeffrey J. Popma","is_ca":false},{"name":"G. Michael Deeb","is_ca":false},{"name":"Steven J. Yakubov","is_ca":false},{"name":"Mubashir Mumtaz","is_ca":false},{"name":"Hemal Gada","is_ca":false},{"name":"Daniel O’Hair","is_ca":false},{"name":"Tanvir Bajwa","is_ca":false},{"name":"John Heiser","is_ca":false},{"name":"William Merhi","is_ca":false},{"name":"Neal S. Kleiman","is_ca":false},{"name":"Judah Askew","is_ca":false},{"name":"Paul Sorajja","is_ca":false},{"name":"Joshua D. Rovin","is_ca":false},{"name":"Stanley Chetcuti","is_ca":false},{"name":"David Adams","is_ca":false},{"name":"Paul S. Teirstein","is_ca":false},{"name":"George L. Zorn","is_ca":false},{"name":"John K. Forrest","is_ca":false},{"name":"Didier Tchétché","is_ca":false},{"name":"Jon R. Resar","is_ca":false},{"name":"Antony Walton","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Basel Ramlawi","is_ca":false},{"name":"N. Bryce Robinson","is_ca":false},{"name":"George Petrossian","is_ca":false},{"name":"Thomas G. Gleason","is_ca":false},{"name":"Jae K. Oh","is_ca":false},{"name":"Michael J. Boulware","is_ca":false},{"name":"Hongyan Qiao","is_ca":false},{"name":"Andrew S. Mugglin","is_ca":false},{"name":"Michael J. Reardon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006179282710653496,"gpt":0.2808237644459227,"spread":0.2746444817352692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002972967,0.0002690966,0.0007587257,0.0002505692,0.0002183597,0.0005797297,0.0003225069,0.000482971,0.001448192],"category_scores_gemma":[0.005149911,0.0001404059,0.0008301214,0.0002161391,0.0003142935,0.0003083504,0.0002947741,0.0006515171,0.0001156592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302728,"about_ca_system_score_gemma":0.0004684933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003387243,"about_ca_topic_score_gemma":0.0007668096,"domain_scores_codex":[0.9984407,0.001052438,0.0001318125,0.0001577974,0.0001290152,0.00008827338],"domain_scores_gemma":[0.9965839,0.001873574,0.0007666913,0.0001367321,0.0001284375,0.0005105869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2046278,0.004439497,0.6745996,0.001618484,0.003487183,0.0003215545,0.0002241155,0.003034893,0.007924266,0.001034273,0.001396051,0.09729218],"study_design_scores_gemma":[0.06021958,0.1266534,0.7732002,0.0005975103,0.005120311,0.001397005,0.0002463243,0.02011486,0.004711374,0.003746557,0.003899688,0.00009319273],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961903,0.002264394,0.0005548862,0.0002974329,0.00003670805,0.00007433265,0.0001330907,0.000004852675,0.0004439733],"genre_scores_gemma":[0.9984291,0.0003661524,0.0006432377,0.0001782027,0.00007244327,0.00007324878,0.0001659077,9.670978e-7,0.00007070272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002972967,"threshold_uncertainty_score":0.01572269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596797126","doi":"10.1016/j.echo.2017.01.007","title":"Recommendations for Noninvasive Evaluation of Native Valvular Regurgitation","year":2017,"lang":"en","type":"review","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3440,"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; University Health Network","funders":"","keywords":"Medicine; Valvular regurgitation; valvular heart disease; Etiology; Regurgitation (circulation); Cardiology; Internal medicine; Volume overload; Physical examination; Intervention (counseling); Intensive care medicine; Heart failure","authors":[{"name":"William A. Zoghbi","is_ca":false},{"name":"David Adams","is_ca":false},{"name":"Robert O. Bonow","is_ca":false},{"name":"Maurice Enriquez‐Sarano","is_ca":false},{"name":"Elyse Foster","is_ca":false},{"name":"Paul Grayburn","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Yuchi Han","is_ca":false},{"name":"Judy Hung","is_ca":false},{"name":"Roberto M. Lang","is_ca":false},{"name":"Stephen H. Little","is_ca":false},{"name":"Dipan J. Shah","is_ca":false},{"name":"Stanton K. Shernan","is_ca":false},{"name":"Paaladinesh Thavendiranathan","is_ca":true},{"name":"James D. Thomas","is_ca":false},{"name":"Neil J. Weissman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1695090381734718,"gpt":0.492525795504238,"spread":0.3230167573307663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003447852,0.00125293,0.002331258,0.004216349,0.0005362884,0.001812196,0.001927407,0.003512535,0.009158946],"category_scores_gemma":[0.01119311,0.0004514262,0.002180506,0.002022077,0.0009755503,0.002533364,0.001275105,0.003960338,0.004078982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009855791,"about_ca_system_score_gemma":0.004388127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003738746,"about_ca_topic_score_gemma":0.007062404,"domain_scores_codex":[0.9981154,0.0005044812,0.0005933151,0.0002145552,0.0004793222,0.00009300697],"domain_scores_gemma":[0.9937677,0.00251293,0.001027456,0.0001575504,0.002286616,0.0002477409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000125718,0.0001036816,0.000780732,0.02814618,0.0003419918,0.0002927699,0.00009801052,0.0001916268,0.0005087249,0.003462672,0.2133649,0.7525831],"study_design_scores_gemma":[0.0002194443,0.00007623798,0.002274794,0.06836706,0.001198312,0.001067996,0.0001592329,0.000163535,0.0002730244,0.004622682,0.9215143,0.00006335763],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000114971,0.9814661,0.0008815861,0.01117069,0.002911399,0.00005374897,0.0002203439,0.00004763699,0.003133675],"genre_scores_gemma":[0.001571765,0.9772828,0.004479227,0.0110407,0.002949757,0.0001610531,0.0005362674,0.00001530791,0.001963204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009158946,"threshold_uncertainty_score":0.03063971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2596188051","doi":"10.1056/nejmoa1700456","title":"Surgical or Transcatheter Aortic-Valve Replacement in Intermediate-Risk Patients","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2982,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"St. Jude Medical; Abiomed; Claret Medical; Boston Scientific Corporation; Abbott Vascular; AtriCure; Daiichi Sankyo Europe; Edwards Lifesciences; AstraZeneca; Abbott Laboratories","keywords":"Medicine; Stenosis; Valve replacement; Aortic valve replacement; Surgery; Aortic valve stenosis; Cardiology; Aortic valve; Internal medicine","authors":[{"name":"Michael J. Reardon","is_ca":false},{"name":"Nicolas M. Van Mieghem","is_ca":false},{"name":"Jeffrey J. Popma","is_ca":false},{"name":"Neal S. Kleiman","is_ca":false},{"name":"Lars Søndergaard","is_ca":false},{"name":"Mubashir Mumtaz","is_ca":false},{"name":"David Adams","is_ca":false},{"name":"G. Michael Deeb","is_ca":false},{"name":"Brijeshwar Maini","is_ca":false},{"name":"Hemal Gada","is_ca":false},{"name":"Stanley Chetcuti","is_ca":false},{"name":"Thomas G. Gleason","is_ca":false},{"name":"John Heiser","is_ca":false},{"name":"Rüdiger Lange","is_ca":false},{"name":"William Merhi","is_ca":false},{"name":"Jae K. Oh","is_ca":false},{"name":"Peter Skov Olsen","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Mathew Williams","is_ca":false},{"name":"Stephan Windecker","is_ca":false},{"name":"Steven J. Yakubov","is_ca":false},{"name":"Eberhard Grube","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Joon S. Lee","is_ca":false},{"name":"John V. Conte","is_ca":false},{"name":"Eric Vang","is_ca":false},{"name":"Hang Nguyen","is_ca":false},{"name":"Yanping Chang","is_ca":false},{"name":"Andrew S. Mugglin","is_ca":false},{"name":"Patrick W. Serruys","is_ca":false},{"name":"A. Pieter Kappetein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01824860484527132,"gpt":0.3454884275165263,"spread":0.327239822671255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002358111,0.0002195157,0.0004936075,0.0002219979,0.0002006796,0.0004204921,0.0002750703,0.0004148402,0.001836225],"category_scores_gemma":[0.00452579,0.000100366,0.0007154826,0.0001946184,0.000308966,0.0001821303,0.0003473031,0.0005227487,0.0001147803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001826374,"about_ca_system_score_gemma":0.0004573556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001119,"about_ca_topic_score_gemma":0.0003325577,"domain_scores_codex":[0.9988487,0.0006753242,0.0001224889,0.0001354863,0.0001187357,0.00009920087],"domain_scores_gemma":[0.9970025,0.001460553,0.0008837152,0.0001248704,0.00009021282,0.0004381104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.0410853,0.0009608981,0.9219809,0.0005218243,0.0009078212,0.0003356842,0.0001166789,0.001214063,0.002565995,0.0006702338,0.000507594,0.02913309],"study_design_scores_gemma":[0.009892997,0.02938501,0.9407849,0.0004027348,0.001849681,0.002491446,0.0002260407,0.007074482,0.001900481,0.002902287,0.003042315,0.00004761984],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996554,0.001774742,0.0006335086,0.0002047258,0.00003235108,0.00005395913,0.0001069378,0.000004461251,0.0006353731],"genre_scores_gemma":[0.9991304,0.0002106205,0.0002946959,0.0001340963,0.00005018292,0.0000401803,0.0001039738,7.119606e-7,0.00003509914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002358111,"threshold_uncertainty_score":0.01247102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889688444","doi":"10.1056/nejmoa1806640","title":"Transcatheter Mitral-Valve Repair in Patients with Heart Failure","year":2018,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2916,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Confidence interval; Clinical endpoint; Mitral regurgitation; Mitral valve; Cardiology; Mitral valve repair; Randomized controlled trial; Guideline; Surgery; Internal medicine; MitraClip","authors":[{"name":"Gregg W. Stone","is_ca":false},{"name":"JoAnn Lindenfeld","is_ca":false},{"name":"William T. Abraham","is_ca":false},{"name":"Saibal Kar","is_ca":false},{"name":"D. Scott Lim","is_ca":false},{"name":"Jacob M. Mishell","is_ca":false},{"name":"Brian Whisenant","is_ca":false},{"name":"Paul Grayburn","is_ca":false},{"name":"Michael Rinaldi","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Vivek Rajagopal","is_ca":false},{"name":"Ian J. Sarembock","is_ca":false},{"name":"Andreas Brieke","is_ca":false},{"name":"Steven O. Marx","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"Neil J. Weissman","is_ca":false},{"name":"Michael J. Mack","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007261142518143404,"gpt":0.2815962318896731,"spread":0.2743350893715297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001447625,0.0002533983,0.0008258983,0.0001433689,0.0002396956,0.0003245828,0.0002027282,0.0004183959,0.001187538],"category_scores_gemma":[0.002259699,0.00009920824,0.00041849,0.0002603658,0.0002481783,0.0001830867,0.0002223968,0.0006250398,0.0001162009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000275096,"about_ca_system_score_gemma":0.0006139811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005276016,"about_ca_topic_score_gemma":0.0009560394,"domain_scores_codex":[0.9994111,0.000298449,0.00004714188,0.00007541978,0.00009501377,0.00007279035],"domain_scores_gemma":[0.9991452,0.0003085695,0.0002319528,0.00003123144,0.00004583393,0.0002372518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.090945,0.006040815,0.6545092,0.002305517,0.001624187,0.0006100832,0.0004036755,0.001423428,0.004854033,0.0006209027,0.006052206,0.2306109],"study_design_scores_gemma":[0.04535828,0.06960154,0.8687906,0.0007172233,0.001264333,0.00177957,0.0002356719,0.002778442,0.001395453,0.0008997471,0.007138911,0.00004016099],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841149,0.01243019,0.0003076266,0.0008861384,0.0002045994,0.0001546738,0.0001856735,0.000009606014,0.001706593],"genre_scores_gemma":[0.9956512,0.002932829,0.0002571144,0.0003363798,0.0003213194,0.0001353748,0.0001914459,9.939006e-7,0.0001734558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001447625,"threshold_uncertainty_score":0.007655799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894839648","doi":"10.1016/j.echo.2018.06.004","title":"Guidelines for Performing a Comprehensive Transthoracic Echocardiographic Examination in Adults: Recommendations from the American Society of Echocardiography","year":2018,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2502,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Chinese society; Canadian Cardiovascular Society; China; Political science; Law; Myocardial infarction","authors":[{"name":"Carol Mitchell","is_ca":false},{"name":"Peter S. Rahko","is_ca":false},{"name":"Lori A. Blauwet","is_ca":false},{"name":"Barry Canaday","is_ca":false},{"name":"Joshua A. Finstuen","is_ca":false},{"name":"Michael Foster","is_ca":false},{"name":"Kenneth Horton","is_ca":false},{"name":"Kofo O. Ogunyankin","is_ca":false},{"name":"R. Palma","is_ca":false},{"name":"Eric J. Velazquez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0442361832983162,"gpt":0.3799731352156586,"spread":0.3357369519173424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008616766,0.001842684,0.002197594,0.005273964,0.001878511,0.002712745,0.004205895,0.008506898,0.004930028],"category_scores_gemma":[0.03394046,0.001106763,0.004054698,0.002747285,0.001330278,0.00260274,0.002200136,0.01179,0.00451795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388002,"about_ca_system_score_gemma":0.01641326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0220108,"about_ca_topic_score_gemma":0.04367485,"domain_scores_codex":[0.9901373,0.002705545,0.003575917,0.0004369802,0.002578273,0.0005657992],"domain_scores_gemma":[0.9650307,0.005591241,0.003877378,0.0005891383,0.02240859,0.002503026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001526397,0.0006570064,0.01474728,0.002203811,0.0002903992,0.0009593547,0.0004800419,0.001874004,0.0009856501,0.003826908,0.7413599,0.2324629],"study_design_scores_gemma":[0.001041466,0.0003887804,0.06586124,0.04212454,0.001321173,0.005341968,0.00203513,0.005063296,0.001655604,0.01428564,0.8604132,0.0004678854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01074084,0.2388477,0.09808576,0.504443,0.03281772,0.00477596,0.009330693,0.00332733,0.09763104],"genre_scores_gemma":[0.05561536,0.1824897,0.5573266,0.134903,0.01647206,0.009566589,0.01996887,0.00080264,0.02285505],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0220108,"threshold_uncertainty_score":0.04557031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166973706","doi":"10.1056/nejmoa1200384","title":"Two-Year Outcomes after Transcatheter or Surgical Aortic-Valve Replacement","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2294,"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":"Agency for Healthcare Research and Quality; Abiomed; Eli Lilly and Company; Edwards Lifesciences; St. Jude Medical; Ikaria; National Marfan Foundation","keywords":"Medicine; Valve replacement; Surgery; Aortic valve replacement; Aortic valve; MEDLINE; Cardiology; Stenosis","authors":[{"name":"Susheel Kodali","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Raj Makkar","is_ca":false},{"name":"Gregory P. Fontana","is_ca":false},{"name":"Todd Dewey","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Michael P. Fischbein","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"Scott Lim","is_ca":false},{"name":"Kevin L. Greason","is_ca":false},{"name":"Paul S. Teirstein","is_ca":false},{"name":"S. Chris Malaisrie","is_ca":false},{"name":"Pamela S. Douglas","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Brian Whisenant","is_ca":false},{"name":"Alan Zajarías","is_ca":false},{"name":"Duolao Wang","is_ca":false},{"name":"Jodi J. Akin","is_ca":false},{"name":"William N. Anderson","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02054956511715447,"gpt":0.3536413234644258,"spread":0.3330917583472713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224613,0.0004987077,0.0009871094,0.0006573907,0.0004129107,0.0008201211,0.0005057416,0.0009993874,0.002191478],"category_scores_gemma":[0.004600724,0.000164988,0.001630804,0.0004139566,0.0004766085,0.0005597048,0.0005963462,0.0008464576,0.0002783439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004330169,"about_ca_system_score_gemma":0.0003593198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005842305,"about_ca_topic_score_gemma":0.0007864783,"domain_scores_codex":[0.9988365,0.0004128048,0.000113628,0.0002338927,0.0001712469,0.0002320991],"domain_scores_gemma":[0.9955023,0.001160541,0.001658569,0.0002486887,0.0002668923,0.001163006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0383617,0.001181935,0.9378325,0.0003254667,0.002490505,0.0006345174,0.0001523654,0.001291784,0.0005862448,0.0001588467,0.001002583,0.01598153],"study_design_scores_gemma":[0.001939534,0.009155815,0.9853916,0.00004544051,0.0007415151,0.000786812,0.00008059944,0.0007634747,0.0002920462,0.0003272753,0.0004332048,0.00004271441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971014,0.001436729,0.0001199118,0.0001183536,0.00006799107,0.00002485394,0.000560108,0.000006801348,0.0005638424],"genre_scores_gemma":[0.9983941,0.0002379282,0.00003578048,0.00005820925,0.00008165862,0.00002037181,0.001004136,0.000001499703,0.0001663908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00224613,"threshold_uncertainty_score":0.01187879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2888290077","doi":"10.1056/nejmoa1805374","title":"Percutaneous Repair or Medical Treatment for Secondary Mitral Regurgitation","year":2018,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1754,"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":"Abbott Vascular","keywords":"Medicine; Ejection fraction; Hazard ratio; Mitral regurgitation; Heart failure; Cardiology; Internal medicine; Odds ratio; Mitral valve; Confidence interval; Percutaneous; Surgery; Mitral valve repair","authors":[{"name":"Jean‐François Obadia","is_ca":false},{"name":"David Messika–Zeitoun","is_ca":true},{"name":"Guillaume Leurent","is_ca":false},{"name":"Bernard Iung","is_ca":false},{"name":"Guillaume Bonnet","is_ca":false},{"name":"Nicolas Piriou","is_ca":false},{"name":"Thierry Lefèvre","is_ca":false},{"name":"Christophe Piot","is_ca":false},{"name":"Frédéric Rouleau","is_ca":false},{"name":"Didier Carrié","is_ca":false},{"name":"Mohammed Nejjari","is_ca":false},{"name":"Patrick Ohlmann","is_ca":false},{"name":"Florence Leclercq","is_ca":false},{"name":"Christophe Saint Etienne","is_ca":false},{"name":"Emmanuel Teíger","is_ca":false},{"name":"Lionel Leroux","is_ca":false},{"name":"Nicole Karam","is_ca":false},{"name":"Nicolas Michel","is_ca":false},{"name":"Martine Gilard","is_ca":false},{"name":"Erwan Donal","is_ca":false},{"name":"Jean‐Noël Trochu","is_ca":false},{"name":"Bertrand Cormier","is_ca":false},{"name":"Xavier Armoiry","is_ca":false},{"name":"Florent Boutitie","is_ca":false},{"name":"Delphine Maucort‐Boulch","is_ca":false},{"name":"Cécile Barnel","is_ca":false},{"name":"Géraldine Samson","is_ca":false},{"name":"Patrice Guérin","is_ca":false},{"name":"Alec Vahanian","is_ca":false},{"name":"Nathan Mewton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02742296568851764,"gpt":0.3748439332859561,"spread":0.3474209675974384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005275825,0.0003073853,0.0007023558,0.0003663158,0.0002492751,0.0002241555,0.0002949161,0.0004105383,0.005743786],"category_scores_gemma":[0.001279087,0.00007574518,0.0004448071,0.0001913335,0.0003806944,0.0001171017,0.0002489511,0.0004670074,0.000890365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812825,"about_ca_system_score_gemma":0.0003926249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001930673,"about_ca_topic_score_gemma":0.000258835,"domain_scores_codex":[0.999657,0.00008949729,0.00003667907,0.00008490516,0.00007698156,0.00005481973],"domain_scores_gemma":[0.9993328,0.0001467122,0.0002807023,0.00003377661,0.00003019993,0.0001756525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.02517344,0.00603083,0.4025231,0.009964434,0.001730412,0.00747703,0.0006058086,0.0005982416,0.02671918,0.002226863,0.02193848,0.4950122],"study_design_scores_gemma":[0.01427591,0.06308112,0.7527429,0.003920063,0.0017304,0.08359037,0.0005373696,0.001708967,0.009858873,0.002390265,0.06608035,0.00008341866],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9097654,0.05405553,0.003768163,0.004064771,0.001241842,0.0004923414,0.0005001614,0.0001959223,0.02591577],"genre_scores_gemma":[0.9835986,0.008725641,0.001350858,0.001737154,0.001819748,0.0002046198,0.0004825639,0.00000976003,0.002071026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005743786,"threshold_uncertainty_score":0.01921481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067905792","doi":"10.1016/s0140-6736(15)60308-7","title":"5-year outcomes of transcatheter aortic valve replacement or surgical aortic valve replacement for high surgical risk patients with aortic stenosis (PARTNER 1): a randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1738,"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","funders":"Abbott Vascular; St. Jude Medical; Boston Scientific Corporation; Edwards Lifesciences; National Heart, Lung, and Blood Institute; Medtronic","keywords":"Medicine; Stenosis; Aortic valve replacement; Valve replacement; Aortic valve stenosis; Cardiology; Aortic valve; Surgery; Randomized controlled trial; Internal medicine","authors":[{"name":"Michael J. Mack","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"Jeffrey W. Moses","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Pamela S. Douglas","is_ca":false},{"name":"William N. Anderson","is_ca":false},{"name":"Eugene H. Blackstone","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Gregory P. Fontana","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Joseph E. Bavaria","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"David L. Brown","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Michael Davidson","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"Jodi J. Akin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0305949453868088,"gpt":0.3295427120770987,"spread":0.2989477666902899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002962297,0.00235691,0.005076074,0.0003917789,0.0005970055,0.002112927,0.001515032,0.003996796,0.008478466],"category_scores_gemma":[0.005028335,0.001412716,0.005386338,0.0004778502,0.001579762,0.001977822,0.001100042,0.005056257,0.0009904343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009064646,"about_ca_system_score_gemma":0.0008278448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169745,"about_ca_topic_score_gemma":0.002056547,"domain_scores_codex":[0.9978929,0.001065754,0.0002018827,0.0004457929,0.0001022553,0.0002913855],"domain_scores_gemma":[0.9975127,0.001066086,0.0006464821,0.0002561364,0.00009328125,0.0004253389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9915946,0.0008826799,0.001026979,0.0007675895,0.002694157,0.00002756464,0.00003650266,0.0001377882,0.0003662998,0.00007928543,0.0002264975,0.002159992],"study_design_scores_gemma":[0.9706114,0.02018831,0.003602851,0.0001048781,0.004514928,0.00003070551,0.00004243345,0.0002464685,0.0001183229,0.0002085087,0.0003050646,0.00002610922],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773042,0.01422111,0.0008274409,0.001049481,0.0016111,0.001411077,0.001319521,0.00009574429,0.002160387],"genre_scores_gemma":[0.9891206,0.003914156,0.0007537922,0.000972114,0.0009301639,0.001296795,0.001078755,0.0000179595,0.00191555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008478466,"threshold_uncertainty_score":0.02836329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968600609","doi":"10.1016/j.echo.2013.07.009","title":"Guidelines for Performing a Comprehensive Transesophageal Echocardiographic Examination: Recommendations from the American Society of Echocardiography and the Society of Cardiovascular Anesthesiologists","year":2013,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1345,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Medicine; American society of anesthesiologists; Internal medicine; General surgery; Cardiology; Surgery","authors":[{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Theodore P. Abraham","is_ca":false},{"name":"Mark Adams","is_ca":false},{"name":"Charles J. Bruce","is_ca":false},{"name":"Kathryn E. Glas","is_ca":false},{"name":"Roberto M. Lang","is_ca":false},{"name":"Scott T. Reeves","is_ca":false},{"name":"Jack S. Shanewise","is_ca":false},{"name":"Samuel C. Siu","is_ca":true},{"name":"William J. Stewart","is_ca":false},{"name":"Michael H. Picard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0417215581250456,"gpt":0.3311373675730292,"spread":0.2894158094479836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01298364,0.002200686,0.002526382,0.005951656,0.002293577,0.003317936,0.005920081,0.01082401,0.005294155],"category_scores_gemma":[0.04114521,0.001438673,0.00489065,0.003130867,0.002012697,0.002874426,0.002517819,0.01601745,0.005474127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003081844,"about_ca_system_score_gemma":0.01867961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02475611,"about_ca_topic_score_gemma":0.05017346,"domain_scores_codex":[0.9862126,0.003652938,0.004689683,0.0005425724,0.00413732,0.0007648079],"domain_scores_gemma":[0.9472185,0.007666179,0.006050256,0.0009957147,0.03460071,0.00346871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001618499,0.0007934169,0.009838908,0.0017082,0.0002722197,0.0009001427,0.0005608763,0.00222155,0.001243937,0.004207126,0.7820088,0.1960829],"study_design_scores_gemma":[0.0009645624,0.000429015,0.05878621,0.03356944,0.001251798,0.005843828,0.002295818,0.005673461,0.002283196,0.0172678,0.8710685,0.0005662952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009706046,0.1757794,0.1221209,0.5587141,0.03421551,0.005301368,0.008237772,0.003101029,0.08282389],"genre_scores_gemma":[0.04286099,0.1150279,0.6508674,0.1251823,0.01484712,0.008413303,0.01663599,0.0009011127,0.02526385],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02475611,"threshold_uncertainty_score":0.06866485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988482331","doi":"10.1056/nejmoa1202277","title":"Transcatheter Aortic-Valve Replacement for Inoperable Severe Aortic Stenosis","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1341,"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; Valve replacement; Aortic valve stenosis; Cardiology; Aortic valve replacement; Internal medicine; Aortic valve; Surgery","authors":[{"name":"Raj Makkar","is_ca":false},{"name":"Gregory P. Fontana","is_ca":false},{"name":"Hasan Jilaihawi","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Pamela S. Douglas","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Joseph E. Bavaria","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"David L. Brown","is_ca":false},{"name":"Bruce Bowers","is_ca":false},{"name":"Todd Dewey","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"Murat Tuzcu","is_ca":false},{"name":"Jeffrey W. Moses","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Robert J. Siegel","is_ca":false},{"name":"Jodi J. Akin","is_ca":false},{"name":"William N. Anderson","is_ca":false},{"name":"Stuart Pocock","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0237294422467823,"gpt":0.3319004885667707,"spread":0.3081710463199884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005386,0.0002459025,0.0005039734,0.0002317165,0.0002254871,0.0001430895,0.0001628115,0.0001932075,0.001500951],"category_scores_gemma":[0.001274372,0.00006236223,0.0004282829,0.0001351888,0.0002665287,0.00007655704,0.0001807547,0.0003123271,0.0001757332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766467,"about_ca_system_score_gemma":0.0003534966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001035743,"about_ca_topic_score_gemma":0.0002902901,"domain_scores_codex":[0.9996343,0.0001663798,0.00004213706,0.00004617034,0.00006956351,0.00004134753],"domain_scores_gemma":[0.9994398,0.0002297741,0.0001228232,0.00004002086,0.0000198118,0.000147827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.06681814,0.005891308,0.5669281,0.001548663,0.002058575,0.003767687,0.0004203129,0.004357853,0.04435974,0.001472918,0.004278251,0.2980984],"study_design_scores_gemma":[0.01190242,0.06072606,0.8938531,0.0001663827,0.0005965089,0.01406016,0.0001253395,0.003760813,0.006435161,0.002287168,0.006038493,0.00004838521],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971744,0.001202598,0.0007798894,0.000118727,0.00006321757,0.0001002944,0.00006817617,0.00001191381,0.0004808213],"genre_scores_gemma":[0.9983625,0.0004780059,0.0005931822,0.0001174281,0.0001235501,0.00007285878,0.00009629776,8.996668e-7,0.0001553172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500951,"threshold_uncertainty_score":0.005317032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575075233","doi":"10.1016/j.jacc.2013.05.015","title":"Aortic Stenosis in the Elderly","year":2013,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1320,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Edwards Lifesciences","keywords":"Medicine; Confidence interval; Valve replacement; Stenosis; Internal medicine; Aortic valve replacement; Cardiology; Surgery","authors":[{"name":"Ruben L.J. Osnabrugge","is_ca":false},{"name":"Darren Mylotte","is_ca":true},{"name":"Stuart J. Head","is_ca":false},{"name":"Nicolas M. Van Mieghem","is_ca":false},{"name":"Vuyisile T. Nkomo","is_ca":false},{"name":"C LeReun","is_ca":false},{"name":"Ad J.J.C. Bogers","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"A. Pieter Kappetein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0300221440962807,"gpt":0.3673115200968952,"spread":0.3372893760006145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004754417,0.0006782461,0.001706154,0.002918373,0.0002677078,0.0008041215,0.0004967142,0.0008605898,0.002192229],"category_scores_gemma":[0.001081951,0.0002616315,0.0006991999,0.002172781,0.0003499376,0.0007674349,0.0006215216,0.001141415,0.0006057428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002877514,"about_ca_system_score_gemma":0.000979927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804337,"about_ca_topic_score_gemma":0.00445103,"domain_scores_codex":[0.9998017,0.00002697209,0.00004945121,0.00003624765,0.00006741346,0.00001818705],"domain_scores_gemma":[0.9995161,0.0002133901,0.0001512322,0.00000691576,0.00007194555,0.00004039573],"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":[0.0001352747,0.00008609612,0.001759985,0.03360358,0.0003733537,0.0005505537,0.00007115327,0.0001320718,0.0006075082,0.0005702385,0.02562013,0.9364901],"study_design_scores_gemma":[0.0002964481,0.0005345432,0.03481591,0.07448018,0.004233637,0.01781779,0.0005060378,0.0003868101,0.0006552372,0.002567225,0.8635735,0.0001326173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000134197,0.9993922,0.00001561528,0.0001144375,0.0001287991,0.000001287124,0.000006792417,0.000001151117,0.0002055453],"genre_scores_gemma":[0.0008470559,0.9984849,0.00003506382,0.0001651982,0.0003508001,0.000001769837,0.00001163581,2.565321e-7,0.0001033757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002918373,"threshold_uncertainty_score":0.007333755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993630998","doi":"10.1016/j.echo.2009.07.013","title":"Recommendations for Evaluation of Prosthetic Valves With Echocardiography and Doppler Ultrasound","year":2009,"lang":"en","type":"article","venue":"Journal of the American Society of Echocardiography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1257,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; Centre hospitalier de l'Université Laval; St. Thomas Hospital","funders":"National Institutes of Health","keywords":"Medicine; Doppler ultrasound; Doppler effect; Cardiology; Doppler echocardiography; Ultrasound; Radiology; Internal medicine","authors":[{"name":"William A. Zoghbi","is_ca":false},{"name":"John B. Chambers","is_ca":true},{"name":"Jean G. Dumesnil","is_ca":true},{"name":"Elyse Foster","is_ca":false},{"name":"John S. Gottdiener","is_ca":false},{"name":"Paul Grayburn","is_ca":false},{"name":"Bijoy K. Khandheria","is_ca":false},{"name":"Robert A. Levine","is_ca":false},{"name":"Gerald R. Marx","is_ca":false},{"name":"Fletcher A. Miller","is_ca":false},{"name":"Satoshi Nakatani","is_ca":false},{"name":"Miguel A. Quiñones","is_ca":false},{"name":"Harry Rakowski","is_ca":true},{"name":"L. Leonardo Rodriguez","is_ca":false},{"name":"Madhav Swaminathan","is_ca":false},{"name":"Alan D. Waggoner","is_ca":false},{"name":"Neil J. Weissman","is_ca":false},{"name":"Miguel Zabalgoitia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02121116479024221,"gpt":0.3463216025920173,"spread":0.3251104378017751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0131969,0.001903091,0.003035361,0.006673535,0.003110448,0.002663501,0.004474816,0.01960977,0.01831537],"category_scores_gemma":[0.06961975,0.001471718,0.003925133,0.002562859,0.001896057,0.003230096,0.00243725,0.01360983,0.01265734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00213928,"about_ca_system_score_gemma":0.0105001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01292455,"about_ca_topic_score_gemma":0.02734214,"domain_scores_codex":[0.9836332,0.004129204,0.005343184,0.0007496278,0.005151783,0.0009930402],"domain_scores_gemma":[0.9042825,0.01668405,0.005237871,0.002250406,0.06538358,0.006161638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002866201,0.001239106,0.01526197,0.002173137,0.0001963212,0.003160428,0.0004430211,0.0009944902,0.002195128,0.002710459,0.7542666,0.2170727],"study_design_scores_gemma":[0.001953197,0.0006586701,0.04851187,0.02803523,0.001345628,0.01304028,0.002957513,0.005331538,0.00398505,0.01743994,0.8761999,0.0005411793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01152376,0.04401524,0.06269882,0.7113856,0.04336352,0.005246588,0.003706076,0.002738964,0.1153214],"genre_scores_gemma":[0.0441952,0.03257584,0.547708,0.2814198,0.0272168,0.008333926,0.006194148,0.0008963532,0.05145981],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01960977,"threshold_uncertainty_score":0.06979269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156434758","doi":"10.1016/j.jacc.2021.02.038","title":"Valve Academic Research Consortium 3: Updated Endpoint Definitions for Aortic Valve Clinical Research","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1218,"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; St. Paul's Hospital; Université Laval; McGill University Health Centre","funders":"","keywords":"Medicine; Endpoint Determination; Clinical endpoint; Clinical research; Clinical trial; Aortic valve; Intensive care medicine; Medical physics; Internal medicine","authors":[{"name":"Philippe Généreux","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Maria Alu","is_ca":false},{"name":"Tamim Nazif","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Philipp Blanke","is_ca":true},{"name":"Eugene H. Blackstone","is_ca":false},{"name":"Matthew Finn","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Axel Linke","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Roxana Mehran","is_ca":false},{"name":"Jeffrey J. Popma","is_ca":false},{"name":"Michael J. Reardon","is_ca":false},{"name":"Josep Rodés‐Cabau","is_ca":true},{"name":"Nicolas M. Van Mieghem","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"David J. Cohen","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1889654093302007,"gpt":0.5094345654880806,"spread":0.32046915615788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3660026,0.002987341,0.004525692,0.01835677,0.003352736,0.02123658,0.009741365,0.006535038,0.004014348],"category_scores_gemma":[0.3469976,0.001246837,0.008286452,0.02182451,0.004077766,0.008218764,0.01352821,0.01719949,0.003907618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01206385,"about_ca_system_score_gemma":0.03946918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115493,"about_ca_topic_score_gemma":0.006077196,"domain_scores_codex":[0.6326427,0.1882163,0.09703221,0.008012079,0.06903521,0.005061489],"domain_scores_gemma":[0.4152174,0.1965452,0.08629305,0.04243376,0.24826,0.01125058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002661538,0.0005360915,0.03351548,0.01556671,0.001612664,0.000406105,0.002372204,0.003678261,0.001652389,0.08970979,0.5176831,0.3306057],"study_design_scores_gemma":[0.001322396,0.001167238,0.04380781,0.02140696,0.00217305,0.001256873,0.0008072684,0.003106798,0.003078792,0.02801475,0.8932296,0.0006285017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01976408,0.1498669,0.4317795,0.1229278,0.03921533,0.03340273,0.1005069,0.006010125,0.09652663],"genre_scores_gemma":[0.05940504,0.04499882,0.6163735,0.04715531,0.01192074,0.07466954,0.1322916,0.002634574,0.01055086],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3660026,"threshold_uncertainty_score":0.7818316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151892460","doi":"10.1093/eurheartj/ehi471","title":"Decision-making in elderly patients with severe aortic stenosis: why are so many denied surgery?","year":2005,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Comorbidity; Stenosis; Internal medicine; Cardiology; Heart failure; Aortic valve replacement; Canadian Cardiovascular Society; valvular heart disease; Angina; Cardiac surgery; Aortic valve stenosis; Surgery; Myocardial infarction","authors":[{"name":"Bernard Iung","is_ca":false},{"name":"Agnès Cachier","is_ca":false},{"name":"Gabriel Baron","is_ca":false},{"name":"David Messika–Zeitoun","is_ca":false},{"name":"François Delahaye","is_ca":false},{"name":"Pilar Tornos","is_ca":false},{"name":"Christa Gohlke-Bärwolf","is_ca":false},{"name":"Eric Boersma","is_ca":false},{"name":"Philippe Ravaud","is_ca":false},{"name":"Alec Vahanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01756740270139383,"gpt":0.3021080581270875,"spread":0.2845406554256937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002787676,0.000288266,0.0006436853,0.0006064166,0.00061779,0.001521341,0.0003926874,0.001075511,0.00153832],"category_scores_gemma":[0.02557551,0.0001789232,0.0005903955,0.001151218,0.0008316173,0.0009894124,0.0006507359,0.001162731,0.0002512893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005095673,"about_ca_system_score_gemma":0.0009727839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321991,"about_ca_topic_score_gemma":0.003320313,"domain_scores_codex":[0.9968412,0.002113276,0.0002795016,0.0002248821,0.0002992367,0.000241924],"domain_scores_gemma":[0.9845251,0.008832752,0.004126119,0.0001719974,0.0004834194,0.001860602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009160397,0.0002150186,0.9662635,0.0002169397,0.0004157623,0.0005559396,0.00156654,0.0008108069,0.00005912206,0.0005381696,0.003683973,0.0247582],"study_design_scores_gemma":[0.0002767935,0.001001893,0.9649345,0.000925683,0.0004645413,0.002565398,0.01032955,0.006935522,0.0001295594,0.008407159,0.003948037,0.00008138466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896548,0.003680654,0.000224236,0.005048719,0.00006667356,0.00001492554,0.0001885223,0.00000496413,0.001116523],"genre_scores_gemma":[0.9977264,0.001126399,0.000220438,0.0006018252,0.0001197961,0.000010246,0.0001317551,0.000001456299,0.00006169188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002787676,"threshold_uncertainty_score":0.01474285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324520536","doi":"10.1016/s0140-6736(16)30073-3","title":"Transcatheter aortic valve replacement versus surgical valve replacement in intermediate-risk patients: a propensity score analysis","year":2016,"lang":"en","type":"article","venue":"The Lancet","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1026,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; St. Paul's Hospital","funders":"National Heart, Lung, and Blood Institute; Edwards Lifesciences","keywords":"Medicine; Valve replacement; Aortic valve replacement; Propensity score matching; Aortic valve stenosis; Stenosis; Aortic valve; Clinical endpoint; Population; Observational study; Incidence (geometry); Regurgitation (circulation); Surgery; Internal medicine; Cardiology; Randomized controlled trial","authors":[{"name":"Vinod H. Thourani","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Richard W. Smalling","is_ca":false},{"name":"Scott Lim","is_ca":false},{"name":"S. Chris Malaisrie","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"Kevin L. Greason","is_ca":false},{"name":"Dean J. Kereiakes","is_ca":false},{"name":"Gorav Ailawadi","is_ca":false},{"name":"Brian Whisenant","is_ca":false},{"name":"Chandan Devireddy","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Neil J. Weissman","is_ca":false},{"name":"Wael A. Jaber","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"Rakesh M. Suri","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Jeffrey W. Moses","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Maria Alu","is_ca":false},{"name":"Rupa Parvataneni","is_ca":false},{"name":"Ralph B. D’Agostino","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03419501222784371,"gpt":0.3168863418439824,"spread":0.2826913296161387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005092411,0.0006791186,0.001939859,0.0006927992,0.0004321884,0.00146079,0.001205775,0.001425761,0.003320177],"category_scores_gemma":[0.0127813,0.0006710702,0.005479942,0.001359985,0.0006735098,0.00131189,0.001086722,0.002334577,0.00039124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000489641,"about_ca_system_score_gemma":0.0005899135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338275,"about_ca_topic_score_gemma":0.002194362,"domain_scores_codex":[0.9958488,0.002157094,0.0004975593,0.0007866126,0.0003151464,0.000394772],"domain_scores_gemma":[0.9907147,0.005203421,0.002118544,0.001122043,0.0002979293,0.0005433593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.07732928,0.000478696,0.85211,0.0005833202,0.0355882,0.0006954135,0.0003187315,0.002963401,0.001907756,0.001709775,0.003362603,0.02295279],"study_design_scores_gemma":[0.0112151,0.008714388,0.9075602,0.000167011,0.02805923,0.001558004,0.0009105015,0.03032847,0.0006862128,0.008149814,0.002449924,0.0002009949],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927177,0.002521349,0.002838725,0.0004277024,0.0001800829,0.00007625437,0.0005981491,0.00001677913,0.0006231823],"genre_scores_gemma":[0.9977624,0.000383728,0.0006265639,0.0001710233,0.0001526264,0.00004702445,0.000548522,0.00001256575,0.0002955649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005092411,"threshold_uncertainty_score":0.02693158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167332311","doi":"10.1161/circulationaha.107.698258","title":"Percutaneous Transarterial Aortic Valve Replacement in Selected High-Risk Patients With Aortic Stenosis","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1018,"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; Centre for Advancing Health Outcomes","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Interquartile range; Stenosis; Percutaneous; Surgery; Aortic valve replacement; Valve replacement; Ejection fraction; Mitral valve replacement; Stent; Cardiopulmonary bypass; Aortic valve stenosis; Regurgitation (circulation); Mitral valve; Heart failure","authors":[{"name":"John G. Webb","is_ca":true},{"name":"Sanjeevan Pasupati","is_ca":true},{"name":"Karin H. Humphries","is_ca":true},{"name":"Christopher Thompson","is_ca":true},{"name":"Lukas Altwegg","is_ca":true},{"name":"Robert Moss","is_ca":true},{"name":"A. Sinhal","is_ca":true},{"name":"Ronald G. Carere","is_ca":true},{"name":"Brad Munt","is_ca":true},{"name":"Donald R. Ricci","is_ca":true},{"name":"Jian Ye","is_ca":true},{"name":"Anson Cheung","is_ca":true},{"name":"S. Lichtenstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00611517627691641,"gpt":0.2570746734410238,"spread":0.2509594971641074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597632,0.0004566605,0.0005382883,0.0006571215,0.0006266168,0.0006351864,0.0002250779,0.000896416,0.0009431882],"category_scores_gemma":[0.001944773,0.000233165,0.0003394885,0.0004117925,0.0004928192,0.0003331777,0.0002719189,0.0006063591,0.0001826957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002464748,"about_ca_system_score_gemma":0.0003851966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000589543,"about_ca_topic_score_gemma":0.001300344,"domain_scores_codex":[0.9996891,0.00009555378,0.00003579325,0.0000445614,0.00006358179,0.00007137072],"domain_scores_gemma":[0.9991701,0.0001731783,0.0002085215,0.00001951922,0.00003566192,0.0003931071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006268604,0.000158143,0.9796409,0.00004954773,0.0000594211,0.01191638,0.0002687841,0.0002027176,0.001260782,0.00005313125,0.0003348411,0.005428453],"study_design_scores_gemma":[0.0001526327,0.001728996,0.9376514,0.00004853285,0.0001101162,0.0573359,0.0006632205,0.001014575,0.000488191,0.0001709474,0.0006086329,0.00002696616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986303,0.0005844247,0.0001294205,0.0001163038,0.00001906517,0.0000122763,0.00002438498,0.00000679437,0.000477148],"genre_scores_gemma":[0.9994224,0.0001980466,0.0001281829,0.00005879824,0.0000698199,0.00001022834,0.00005482318,0.000001269113,0.00005643478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009431882,"threshold_uncertainty_score":0.003155291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2193849676","doi":"10.1056/nejmoa1512913","title":"Two-Year Outcomes of Surgical Treatment of Severe Ischemic Mitral Regurgitation","year":2015,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":977,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Institut universitaire de cardiologie et de pneumologie de Québec; Université de Montréal; Montreal Heart Institute","funders":"National Institute of Neurological Disorders and Stroke; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Hazard ratio; Mitral regurgitation; Mitral valve replacement; Mitral valve; Confidence interval; Cardiology; Surgery; Mitral valve repair; Internal medicine; Valve replacement; Stenosis","authors":[{"name":"Daniel J. Goldstein","is_ca":false},{"name":"Alan J. Moskowitz","is_ca":false},{"name":"Annetine C. Gelijns","is_ca":false},{"name":"Gorav Ailawadi","is_ca":false},{"name":"Michael K. Parides","is_ca":false},{"name":"Louis P. Perrault","is_ca":true},{"name":"Judy Hung","is_ca":false},{"name":"Pierre Voisine","is_ca":true},{"name":"François Dagenais","is_ca":true},{"name":"A. Marc Gillinov","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Michael Argenziano","is_ca":false},{"name":"James S. Gammie","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Philippe Demers","is_ca":true},{"name":"Pavan Atluri","is_ca":false},{"name":"Eric A. Rose","is_ca":false},{"name":"Karen O’Sullivan","is_ca":false},{"name":"Deborah Williams","is_ca":false},{"name":"Emilia Bagiella","is_ca":false},{"name":"Robert E. Michler","is_ca":false},{"name":"Richard D. Weisel","is_ca":true},{"name":"Marissa A. Miller","is_ca":false},{"name":"Nancy L. Geller","is_ca":false},{"name":"Wendy C. Taddei‐Peters","is_ca":false},{"name":"Peter K. Smith","is_ca":false},{"name":"Ellen Moquete","is_ca":false},{"name":"Jessica Overbey","is_ca":false},{"name":"Irving L. Kron","is_ca":false},{"name":"Patrick T. O’Gara","is_ca":false},{"name":"Michael A. Acker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02987723693918602,"gpt":0.3599439571716852,"spread":0.3300667202324992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002473923,0.0005161451,0.0008748382,0.0003826571,0.0002755622,0.0006346061,0.0003694072,0.001156791,0.001714277],"category_scores_gemma":[0.003103586,0.0002119237,0.001714788,0.0002335279,0.0003580125,0.0005250311,0.0005206178,0.0009972474,0.000177913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004256257,"about_ca_system_score_gemma":0.0004515387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005055238,"about_ca_topic_score_gemma":0.0007118824,"domain_scores_codex":[0.9988218,0.0005422379,0.0001141073,0.0001641751,0.0001738254,0.0001839147],"domain_scores_gemma":[0.9971342,0.000620091,0.001083241,0.0001593869,0.0001758104,0.0008272671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2390043,0.005517089,0.7104232,0.0004923184,0.005030587,0.0003788478,0.0001426881,0.002010414,0.002045529,0.0001568001,0.001140489,0.03365768],"study_design_scores_gemma":[0.0102068,0.04957463,0.9360195,0.00006023532,0.001220273,0.0003849917,0.00008645865,0.001197267,0.0004765263,0.0001745715,0.0005471917,0.00005145189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974973,0.001504352,0.0001127124,0.0001091336,0.00005475182,0.00004205409,0.000246163,0.000004811325,0.0004288408],"genre_scores_gemma":[0.9987369,0.0002272476,0.00008754744,0.00008094629,0.00006886457,0.00004792005,0.0005666615,9.275175e-7,0.0001829912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002473923,"threshold_uncertainty_score":0.01308352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107134698","doi":"10.1056/nejmoa1109034","title":"Genetic Associations with Valvular Calcification and Aortic Stenosis","year":2013,"lang":"en","type":"review","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":975,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; Novo Nordisk Fonden; British Heart Foundation; National Center for Research Resources; Medical Research Council; National Institute for Health and Care Research","keywords":"Cardiology; Stenosis; Internal medicine; Calcification; Medicine","authors":[{"name":"George Thanassoulis","is_ca":true},{"name":"Catherine Y. Campbell","is_ca":false},{"name":"David S. Owens","is_ca":false},{"name":"J. G. Smith","is_ca":false},{"name":"Albert V. Smith","is_ca":false},{"name":"Gina M. Peloso","is_ca":false},{"name":"Kathleen F. Kerr","is_ca":false},{"name":"Sonali Pechlivanis","is_ca":false},{"name":"Matthew J. Budoff","is_ca":false},{"name":"Tamara B. Harris","is_ca":false},{"name":"Rajeev Malhotra","is_ca":false},{"name":"Kevin D. O’Brien","is_ca":false},{"name":"Pia R. Kamstrup","is_ca":false},{"name":"Børge G. Nordestgaard","is_ca":false},{"name":"Anne Tybjærg‐Hansen","is_ca":false},{"name":"Matthew Allison","is_ca":false},{"name":"Thor Aspelund","is_ca":false},{"name":"Michael H. Criqui","is_ca":false},{"name":"Susan R. Heckbert","is_ca":false},{"name":"Shih Jen Hwang","is_ca":false},{"name":"Ching‐Ti Liu","is_ca":false},{"name":"Marketa Sjögren","is_ca":false},{"name":"Jesper van der Pals","is_ca":false},{"name":"Hagen Kälsch","is_ca":false},{"name":"Markus M. Nöthen","is_ca":false},{"name":"L. Adrienne Cupples","is_ca":false},{"name":"Muriel Caslake","is_ca":false},{"name":"Emanuele Di Angelantonio","is_ca":false},{"name":"John Danesh","is_ca":false},{"name":"Jerome I. Rotter","is_ca":false},{"name":"Sigurður Sigurðsson","is_ca":false},{"name":"Quenna Wong","is_ca":false},{"name":"Raimund Erbel","is_ca":false},{"name":"Sekar Kathiresan","is_ca":false},{"name":"Olle Melander","is_ca":false},{"name":"Vilmundur Guðnason","is_ca":false},{"name":"Christopher J. O’Donnell","is_ca":false},{"name":"Wendy S. Post","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04117117873064275,"gpt":0.3726341790608437,"spread":0.3314630003302009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224851,0.0003752645,0.0003599135,0.0008775828,0.0002963428,0.0007015463,0.0003771177,0.0006251584,0.002055775],"category_scores_gemma":[0.003820711,0.0001819137,0.0005036382,0.001204036,0.0006137553,0.0001524908,0.000449363,0.0004481833,0.0001415618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784773,"about_ca_system_score_gemma":0.000300484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876358,"about_ca_topic_score_gemma":0.001578698,"domain_scores_codex":[0.9991729,0.0002746608,0.00009365167,0.0002547956,0.0001348327,0.00006924803],"domain_scores_gemma":[0.9963482,0.00179995,0.001213085,0.0001859922,0.0001680146,0.0002847707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005383315,0.00004938985,0.9899422,0.00007981368,0.0009671567,0.0004401542,0.0001285036,0.0004102088,0.002236509,0.0001656746,0.00014721,0.004894912],"study_design_scores_gemma":[0.00003298376,0.00009410771,0.9972962,0.00003002627,0.0003550138,0.0007218262,0.00004702284,0.0003967005,0.0002383355,0.000504626,0.0002761791,0.000006968648],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9974382,0.001447249,0.0002705593,0.0001819053,0.00001170347,0.000004225039,0.0002668247,0.00001070649,0.0003687648],"genre_scores_gemma":[0.9988902,0.0004537678,0.0003039456,0.00003554072,0.00003439528,0.000005144324,0.000190824,0.000003211784,0.00008301964],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002055775,"threshold_uncertainty_score":0.006877244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W135480334","doi":"10.1016/j.jacc.2009.12.014","title":"Transcatheter Aortic Valve Implantation for the Treatment of Severe Symptomatic Aortic Stenosis in Patients at Very High or Prohibitive Surgical Risk","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":974,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; McGill University; Hamilton General Hospital; Royal Victoria Hospital; Toronto General Hospital; University of Toronto; University of British Columbia; McMaster University; St. Paul's Hospital; Université Laval","funders":"","keywords":"Medicine; Interquartile range; Hazard ratio; Stenosis; Cardiology; Surgery; Internal medicine; Confidence interval; Kidney disease; Mortality rate; Aortic valve; COPD","authors":[{"name":"Josep Rodés‐Cabau","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Anson Cheung","is_ca":true},{"name":"Jian Ye","is_ca":true},{"name":"Éric Dumont","is_ca":true},{"name":"Christopher M. Feindel","is_ca":true},{"name":"Mark Osten","is_ca":true},{"name":"Madhu K. Natarajan","is_ca":true},{"name":"James L. Velianou","is_ca":true},{"name":"Giuseppe Martucci","is_ca":true},{"name":"Benoît DeVarennes","is_ca":true},{"name":"Robert J. Chisholm","is_ca":true},{"name":"Mark D. Peterson","is_ca":true},{"name":"Samuel V. Lichtenstein","is_ca":true},{"name":"Fabian Nietlispach","is_ca":true},{"name":"Daniel Doyle","is_ca":true},{"name":"Robert DeLarochellière","is_ca":true},{"name":"Kevin Teoh","is_ca":true},{"name":"Victor Chu","is_ca":true},{"name":"Adrian Dancea","is_ca":true},{"name":"Kevin Lachapelle","is_ca":true},{"name":"Asim N. Cheema","is_ca":true},{"name":"David A. Latter","is_ca":true},{"name":"Eric Horlick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008393910451181506,"gpt":0.2906134838472515,"spread":0.28221957339607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002088855,0.0002158082,0.0003897747,0.0003627571,0.000402532,0.000474755,0.0001586365,0.0004565147,0.0009597203],"category_scores_gemma":[0.001073732,0.0001032722,0.000335082,0.0002258378,0.0002895302,0.0002204747,0.0002237046,0.0007404855,0.00009092595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359575,"about_ca_system_score_gemma":0.0003696841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002666499,"about_ca_topic_score_gemma":0.001135755,"domain_scores_codex":[0.999873,0.00003902782,0.0000140711,0.00001131906,0.00002710048,0.00003551738],"domain_scores_gemma":[0.9995618,0.0001487517,0.00007551897,0.00001184019,0.00001353811,0.0001884604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005179499,0.0007468656,0.8771528,0.0002439918,0.0003093162,0.02479034,0.0004089455,0.0007633691,0.01633168,0.001230029,0.002211069,0.07063211],"study_design_scores_gemma":[0.0002695257,0.002684126,0.9443613,0.00005872681,0.0001537518,0.04524745,0.0004825293,0.002432273,0.001764847,0.001118318,0.001393534,0.00003363911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956256,0.001269416,0.0003640825,0.0004736149,0.00006048607,0.00001069902,0.00003786905,0.000006844024,0.002151196],"genre_scores_gemma":[0.9990059,0.0004183369,0.000218076,0.00007290002,0.0001368155,0.000003661302,0.00004171471,0.000001420905,0.0001011734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009597203,"threshold_uncertainty_score":0.003210604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137038354","doi":"10.1161/circulationaha.106.668681","title":"Paradoxical Low-Flow, Low-Gradient Severe Aortic Stenosis Despite Preserved Ejection Fraction Is Associated With Higher Afterload and Reduced Survival","year":2007,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":951,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Afterload; Internal medicine; Ejection fraction; Stroke volume; Stenosis; Aortic valve stenosis; Hazard ratio; Hemodynamics; Heart failure; Confidence interval","authors":[{"name":"Zeineb Hachicha","is_ca":true},{"name":"Jean G. Dumesnil","is_ca":true},{"name":"Peter Bogaty","is_ca":true},{"name":"Philippe Pîbarot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01751323098285675,"gpt":0.2927742154259543,"spread":0.2752609844430975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005246146,0.0002405814,0.0004453154,0.000537199,0.000256797,0.0004688221,0.0003304119,0.0005432452,0.001375568],"category_scores_gemma":[0.003611887,0.0001723496,0.0001586786,0.0003266384,0.0007392995,0.0002565565,0.0003247685,0.0005578434,0.0001634924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147546,"about_ca_system_score_gemma":0.0001832738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003499745,"about_ca_topic_score_gemma":0.0003713699,"domain_scores_codex":[0.9997081,0.00009362493,0.00003445521,0.00006247999,0.0000524399,0.00004886333],"domain_scores_gemma":[0.9960374,0.001187968,0.001846244,0.0001859205,0.0001499669,0.0005925092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002206813,0.00002239333,0.9967036,0.00001777896,0.00002883948,0.0006770692,0.00004405555,0.00004996916,0.0006277299,0.00003262072,0.00007535676,0.001499959],"study_design_scores_gemma":[0.00001522218,0.0001324545,0.9930134,0.000007445369,0.00003239152,0.006041742,0.00007975038,0.0003206024,0.0001376006,0.0001303867,0.00008286633,0.000006017759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995035,0.0002163957,0.00007710235,0.00004495757,0.00000477955,0.000001767548,0.00002484245,0.000002670833,0.0001238958],"genre_scores_gemma":[0.999788,0.00005619517,0.00004815276,0.00001985014,0.00002739651,0.00000134438,0.00003489381,7.99567e-7,0.00002330811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001375568,"threshold_uncertainty_score":0.004601717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W163579839","doi":"10.1016/j.jacc.2007.04.047","title":"Percutaneous Aortic Valve Replacement for Severe Aortic Stenosis in High-Risk Patients Using the Second- and Current Third-Generation Self-Expanding CoreValve Prosthesis","year":2007,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":948,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Percutaneous; EuroSCORE; Stenosis; Cardiology; Internal medicine; Aortic valve replacement; Regurgitation (circulation); Aortic valve; Surgery; Prosthesis; Hemodynamics; Aortic valve stenosis; Valve replacement; Cardiopulmonary bypass; Cardiac surgery","authors":[{"name":"Eberhard Grube","is_ca":false},{"name":"Gerhard Schüler","is_ca":false},{"name":"Lutz Buellesfeld","is_ca":false},{"name":"Ulrich Gerckens","is_ca":false},{"name":"Axel Linke","is_ca":false},{"name":"Peter Wenaweser","is_ca":false},{"name":"Barthel Sauren","is_ca":false},{"name":"Friedrich‐Wilhelm Mohr","is_ca":false},{"name":"Thomas Walther","is_ca":false},{"name":"B. Zickmann","is_ca":false},{"name":"Stein Iversen","is_ca":false},{"name":"Thomas Felderhoff","is_ca":false},{"name":"Raymond Cartier","is_ca":true},{"name":"Raoul Bonan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01535401343524798,"gpt":0.3117915531369886,"spread":0.2964375397017406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003064151,0.0002801797,0.0005239899,0.0004283693,0.0004512295,0.0003900288,0.0002015194,0.0005741548,0.001442225],"category_scores_gemma":[0.0009522181,0.0001383997,0.0004723863,0.0002152981,0.0002307438,0.0003067723,0.0002446306,0.0008072374,0.0001397525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191963,"about_ca_system_score_gemma":0.0003665338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004120774,"about_ca_topic_score_gemma":0.001623628,"domain_scores_codex":[0.9998392,0.00003735747,0.00001780819,0.00001504228,0.00004890414,0.00004180281],"domain_scores_gemma":[0.9996006,0.0001303568,0.00004574427,0.0000137312,0.00002234873,0.0001871772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002326654,0.0006114341,0.9294614,0.00009803426,0.0002005374,0.01629872,0.0001652509,0.0006668332,0.009458384,0.0003540826,0.00131481,0.03904399],"study_design_scores_gemma":[0.0001458506,0.001753139,0.9428037,0.00002656283,0.00009266229,0.04941618,0.0002374362,0.002928833,0.001375264,0.0003651931,0.0008303632,0.00002480437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978729,0.0005840797,0.0002899565,0.0002067216,0.00003166689,0.000007038325,0.00002084005,0.000007013473,0.0009797147],"genre_scores_gemma":[0.9988731,0.0003403523,0.0002896372,0.00008396862,0.0001364816,0.000004149213,0.00005895306,0.000002066641,0.0002114072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001442225,"threshold_uncertainty_score":0.004824698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112323503","doi":"10.1056/nejmoa1312808","title":"Mitral-Valve Repair versus Replacement for Severe Ischemic Mitral Regurgitation","year":2013,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":946,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Columbia College; Institut universitaire de cardiologie et de pneumologie de Québec; Université de Montréal; Montreal Heart Institute","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Mitral regurgitation; Mitral valve repair; Cardiology; Mitral valve replacement; Internal medicine; Mitral valve; Regurgitation (circulation); Surgery","authors":[{"name":"Michael A. Acker","is_ca":false},{"name":"Michael K. Parides","is_ca":false},{"name":"Louis P. Perrault","is_ca":true},{"name":"Alan J. Moskowitz","is_ca":false},{"name":"Annetine C. Gelijns","is_ca":false},{"name":"Pierre Voisine","is_ca":true},{"name":"Peter K. Smith","is_ca":false},{"name":"Judy Hung","is_ca":false},{"name":"Eugene H. Blackstone","is_ca":false},{"name":"John D. Puskas","is_ca":false},{"name":"Michael Argenziano","is_ca":true},{"name":"James S. Gammie","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Deborah D. Ascheim","is_ca":false},{"name":"Emilia Bagiella","is_ca":false},{"name":"Ellen Moquete","is_ca":false},{"name":"T. Bruce Ferguson","is_ca":false},{"name":"Nancy L. Geller","is_ca":false},{"name":"Marissa A. Miller","is_ca":false},{"name":"Y. Joseph Woo","is_ca":false},{"name":"David A. D’Alessandro","is_ca":false},{"name":"Gorav Ailawadi","is_ca":false},{"name":"François Dagenais","is_ca":true},{"name":"Timothy J. Gardner","is_ca":false},{"name":"Patrick T. O’Gara","is_ca":false},{"name":"Robert E. Michler","is_ca":false},{"name":"Irving L. Kron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02121759941892584,"gpt":0.3363670912855167,"spread":0.3151494918665909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002633656,0.0004965835,0.001874145,0.0002730888,0.0001576921,0.0003774133,0.0003312395,0.0007572894,0.002225317],"category_scores_gemma":[0.002915492,0.0001987341,0.001010683,0.0001549939,0.0006727736,0.0002731487,0.0002520673,0.0006681061,0.0003071235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002631791,"about_ca_system_score_gemma":0.0005279238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026502,"about_ca_topic_score_gemma":0.0002446595,"domain_scores_codex":[0.9989542,0.0005525253,0.0001472452,0.0001659905,0.00008632834,0.00009381727],"domain_scores_gemma":[0.9973239,0.001528853,0.0005425182,0.0001191202,0.00005221291,0.0004333848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9081658,0.005336412,0.01815699,0.001470519,0.001396313,0.0002332096,0.0001408874,0.0009050707,0.005691945,0.0003731132,0.0004543027,0.05767534],"study_design_scores_gemma":[0.2839777,0.6477138,0.05935345,0.0002813023,0.001323358,0.0008745916,0.0001543804,0.002026829,0.002249172,0.0007691486,0.001229714,0.00004645532],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950289,0.003560969,0.0003047167,0.0002289768,0.000216387,0.0002140236,0.00004648925,0.000009588541,0.0003900563],"genre_scores_gemma":[0.9976594,0.001082022,0.0003458457,0.0001933375,0.0002720182,0.0001672995,0.00006197821,0.000001255008,0.0002167678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002633656,"threshold_uncertainty_score":0.01392829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2326187533","doi":"10.1038/nrdp.2016.6","title":"Calcific aortic stenosis","year":2016,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":907,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiology; Internal medicine; Stenosis; Population; Valve replacement; Aortic valve stenosis","authors":[{"name":"Brian R. Lindman","is_ca":false},{"name":"Marie‐Annick Clavel","is_ca":true},{"name":"Patrick Mathieu","is_ca":true},{"name":"Bernard Iung","is_ca":false},{"name":"Patrizio Lancellotti","is_ca":false},{"name":"Catherine M Otto","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03824268455125191,"gpt":0.4351815755503964,"spread":0.3969388909991445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005297788,0.0007621494,0.001486361,0.002410779,0.0002461786,0.001218355,0.0004662619,0.0008690858,0.005009797],"category_scores_gemma":[0.001304004,0.0002524439,0.0004585191,0.001741805,0.0004105112,0.0008738146,0.0007647437,0.001660527,0.002440809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491316,"about_ca_system_score_gemma":0.001330047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008574038,"about_ca_topic_score_gemma":0.002067555,"domain_scores_codex":[0.9997417,0.00003604363,0.00005041265,0.0000442086,0.0001036578,0.00002396935],"domain_scores_gemma":[0.9995551,0.0002310845,0.00008198091,0.00001241013,0.00007816514,0.00004127334],"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":[0.00006518609,0.00002898152,0.0001637552,0.01574576,0.00009011326,0.0002018096,0.00002998238,0.0001003467,0.0006776088,0.001379316,0.03835848,0.9431586],"study_design_scores_gemma":[0.00007282129,0.00007628397,0.001318702,0.01303464,0.0003871224,0.002865319,0.00006777884,0.00009674507,0.0003140656,0.002010041,0.9797328,0.00002382788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006156543,0.9982294,0.0000761492,0.0002342808,0.0004170917,0.00000338868,0.00001241203,0.000006154667,0.0009596417],"genre_scores_gemma":[0.0007877633,0.9970464,0.0001578356,0.0004789369,0.0006944019,0.000004733495,0.00003683611,0.000001763375,0.0007913719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005009797,"threshold_uncertainty_score":0.01675946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085995676","doi":"10.1001/jama.2014.7246","title":"Transcatheter Aortic Valve Implantation in Failed Bioprosthetic Surgical Valves","year":2014,"lang":"en","type":"article","venue":"JAMA","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":906,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; St. Paul's Hospital","funders":"","keywords":"Medicine; Aortic valve; Surgery; Cardiology; Aortic Valve Insufficiency; Internal medicine","authors":[{"name":"Danny Dvir","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Sabine Bleiziffer","is_ca":false},{"name":"Miralem Pašić","is_ca":false},{"name":"Ron Waksman","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Marco Barbanti","is_ca":true},{"name":"Azeem Latib","is_ca":false},{"name":"Ulrich Schäfer","is_ca":false},{"name":"Josep Rodés‐Cabau","is_ca":false},{"name":"Hendrik Treede","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"David Hildick‐Smith","is_ca":false},{"name":"Dominique Himbert","is_ca":false},{"name":"Thomas Walther","is_ca":false},{"name":"Christian Hengstenberg","is_ca":false},{"name":"Henrik Nissen","is_ca":false},{"name":"Raffi Bekeredjian","is_ca":false},{"name":"Patrizia Presbitero","is_ca":false},{"name":"Enrico Ferrari","is_ca":false},{"name":"Amit Segev","is_ca":false},{"name":"Arend de Weger","is_ca":false},{"name":"Stephan Windecker","is_ca":false},{"name":"Neil Moat","is_ca":false},{"name":"Massimo Napodano","is_ca":false},{"name":"Manuel Wilbring","is_ca":false},{"name":"Alfredo Giuseppe Cerillo","is_ca":false},{"name":"Stephen Brecker","is_ca":false},{"name":"Didier Tchétché","is_ca":false},{"name":"Thierry Lefèvre","is_ca":false},{"name":"Federico De Marco","is_ca":false},{"name":"Claudia Fiorina","is_ca":false},{"name":"Anna Sonia Petronio","is_ca":false},{"name":"Rui Campante Teles","is_ca":false},{"name":"Luca Testa","is_ca":false},{"name":"Jean-Claude Laborde","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Ran Kornowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009589151704986995,"gpt":0.3046848219842538,"spread":0.2950956702792669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009099654,0.0002523565,0.0003229084,0.0006357142,0.0003224104,0.0005860095,0.0003552724,0.0003809489,0.001040394],"category_scores_gemma":[0.003142954,0.0001637936,0.0003272179,0.0004588983,0.0004760739,0.0004386134,0.0003978983,0.0004361763,0.0002111239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208212,"about_ca_system_score_gemma":0.0002845456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005824563,"about_ca_topic_score_gemma":0.001371476,"domain_scores_codex":[0.9996195,0.00009659213,0.00008092006,0.00007263984,0.0000665358,0.00006388247],"domain_scores_gemma":[0.9977313,0.0005391425,0.001146685,0.0001052412,0.0001223423,0.0003553222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005245616,0.00001227832,0.9980439,0.00001186473,0.0000204495,0.0002070568,0.00003367538,0.00003122476,0.0001270108,0.000009110577,0.00005094485,0.001400082],"study_design_scores_gemma":[0.000007137819,0.0001449111,0.9969521,0.00002404141,0.00002618838,0.00201264,0.0001623931,0.0003025316,0.0002110086,0.00005168982,0.0001016573,0.000003846853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992682,0.0003715164,0.00007426779,0.00003761562,0.00000973237,0.000002636451,0.00008293946,0.000002054834,0.0001509562],"genre_scores_gemma":[0.9995166,0.0001586712,0.00005642073,0.00002576393,0.00002499516,0.000002254101,0.0001780601,8.433734e-7,0.00003636486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001040394,"threshold_uncertainty_score":0.004812419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148154533","doi":"10.1161/circulationaha.105.582882","title":"Percutaneous Aortic Valve Implantation Retrograde From the Femoral Artery","year":2006,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":901,"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; Percutaneous; Surgery; Aortic valve; Femoral artery; Balloon; Stent; Aorta; Prosthesis; Aortic valvuloplasty; Cuff; Cardiology; Aortic valve stenosis","authors":[{"name":"John G. Webb","is_ca":true},{"name":"Mann Chandavimol","is_ca":true},{"name":"Christopher Thompson","is_ca":true},{"name":"Donald R. Ricci","is_ca":true},{"name":"Ronald G. Carere","is_ca":true},{"name":"Brad Munt","is_ca":true},{"name":"Christopher E. Buller","is_ca":true},{"name":"Sanjeevan Pasupati","is_ca":true},{"name":"Samuel V. Lichtenstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01311019725050789,"gpt":0.2893159458733414,"spread":0.2762057486228335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003096206,0.0004806714,0.000423335,0.0003610763,0.0002191919,0.0003716621,0.0002246002,0.0003288149,0.00175112],"category_scores_gemma":[0.0008427367,0.0001083808,0.0002824802,0.0002498245,0.0002969491,0.0002055344,0.0003116318,0.0007131542,0.001036601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227043,"about_ca_system_score_gemma":0.0002166105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000183064,"about_ca_topic_score_gemma":0.0002311677,"domain_scores_codex":[0.9998591,0.0000243816,0.00001270051,0.00003351312,0.00002682981,0.00004343385],"domain_scores_gemma":[0.9996392,0.0001172861,0.00009519301,0.0000358263,0.00003293823,0.00007967096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.003137416,0.00068294,0.5161731,0.0007349565,0.0002948964,0.03466507,0.0008946735,0.0006780067,0.09862532,0.0009097234,0.003997999,0.3392058],"study_design_scores_gemma":[0.0007073043,0.01629783,0.3095683,0.000457385,0.0004889139,0.6174445,0.0002749313,0.001736585,0.03257594,0.0007787789,0.01955917,0.0001102952],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703378,0.006384011,0.0155935,0.0002251245,0.000144973,0.00004310334,0.0001673966,0.000459324,0.006644725],"genre_scores_gemma":[0.990109,0.001907855,0.00611529,0.0003211822,0.0002401017,0.00002724662,0.0002717791,0.00003814873,0.0009694691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00175112,"threshold_uncertainty_score":0.005858123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109553540","doi":"10.1016/s0140-6736(15)60290-2","title":"5-year outcomes of transcatheter aortic valve replacement compared with standard treatment for patients with inoperable aortic stenosis (PARTNER 1): a randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":853,"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","funders":"National Heart, Lung, and Blood Institute; Abbott Vascular; St. Jude Medical; Edwards Lifesciences; Medtronic","keywords":"Medicine; Aortic valvuloplasty; Valve replacement; Stenosis; Aortic valve replacement; Surgery; Randomized controlled trial; Aortic valve stenosis; Aortic valve; Population; Clinical trial; Internal medicine","authors":[{"name":"Samir Kapadia","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Michael J. Mack","is_ca":false},{"name":"Pamela S. Douglas","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Gregory P. Fontana","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"William N. Anderson","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Jodi J. Akin","is_ca":false},{"name":"Michael Davidson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03583618870369683,"gpt":0.3292281236580975,"spread":0.2933919349544007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029551,0.002435124,0.005763032,0.0004995667,0.000606649,0.002044999,0.001748921,0.00402771,0.008575154],"category_scores_gemma":[0.005108446,0.001371499,0.005726496,0.0005555133,0.001623053,0.001937513,0.001071088,0.004690105,0.0009765527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163921,"about_ca_system_score_gemma":0.0008231893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875506,"about_ca_topic_score_gemma":0.001985703,"domain_scores_codex":[0.9978318,0.001061693,0.0002142314,0.000489345,0.0001142102,0.0002887357],"domain_scores_gemma":[0.9973687,0.001163829,0.0006726041,0.0002675876,0.0001070547,0.0004203067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9927886,0.0010391,0.0006593692,0.0005923585,0.002129133,0.00002208667,0.00002667949,0.0001328365,0.0002965847,0.00005542678,0.0001597159,0.002098185],"study_design_scores_gemma":[0.9671117,0.02577199,0.002858658,0.00008996349,0.003283646,0.00002615135,0.00003529346,0.0003074166,0.0001156315,0.0001755142,0.0002003951,0.00002364983],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807416,0.01192843,0.0007188452,0.0008997463,0.001524148,0.001275355,0.001079058,0.00008867698,0.001744075],"genre_scores_gemma":[0.9909054,0.003110454,0.0007687241,0.0007367845,0.0009271708,0.001222054,0.0008329411,0.00001538697,0.001481096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008575154,"threshold_uncertainty_score":0.0286867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3156869543","doi":"10.1093/eurheartj/ehaa799","title":"Valve Academic Research Consortium 3: updated endpoint definitions for aortic valve clinical research","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":840,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; St. Paul's Hospital; Université Laval; McGill University Health Centre","funders":"MicroPort; Idorsia Pharmaceuticals; Canada Excellence Research Chairs, Government of Canada; Abiomed; Janssen Scientific Affairs; Claret Medical; Abbott Vascular; Abbott Laboratories; Regeneron Pharmaceuticals; Medicines Company; Boston Scientific Corporation; Bristol-Myers Squibb; AstraZeneca; CSL Behring; Sanofi; Pfizer; Cardinal Health; Edwards Lifesciences","keywords":"Medicine; Endpoint Determination; Clinical endpoint; Clinical trial; Clinical research; Aortic valve; Intensive care medicine; Medical physics; Internal medicine","authors":[{"name":"Philippe Généreux","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Maria Alu","is_ca":false},{"name":"Tamim Nazif","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Philipp Blanke","is_ca":true},{"name":"Eugene H. Blackstone","is_ca":false},{"name":"Matthew Finn","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Axel Linke","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Roxana Mehran","is_ca":false},{"name":"Jeffrey J. Popma","is_ca":false},{"name":"Michael J. Reardon","is_ca":false},{"name":"Josep Rodés‐Cabau","is_ca":true},{"name":"Nicolas M. Van Mieghem","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"David J. Cohen","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5374951445537309,"gpt":0.5673062865735009,"spread":0.02981114201976998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3660026,0.002987341,0.004525692,0.01835677,0.003352736,0.02123658,0.009741365,0.006535038,0.004014348],"category_scores_gemma":[0.3469976,0.001246837,0.008286452,0.02182451,0.004077766,0.008218764,0.01352821,0.01719949,0.003907618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01206385,"about_ca_system_score_gemma":0.03946918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006115493,"about_ca_topic_score_gemma":0.006077196,"domain_scores_codex":[0.6326427,0.1882163,0.09703221,0.008012079,0.06903521,0.005061489],"domain_scores_gemma":[0.4152174,0.1965452,0.08629305,0.04243376,0.24826,0.01125058],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002661538,0.0005360915,0.03351548,0.01556671,0.001612664,0.000406105,0.002372204,0.003678261,0.001652389,0.08970979,0.5176831,0.3306057],"study_design_scores_gemma":[0.001322396,0.001167238,0.04380781,0.02140696,0.00217305,0.001256873,0.0008072684,0.003106798,0.003078792,0.02801475,0.8932296,0.0006285017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01976408,0.1498669,0.4317795,0.1229278,0.03921533,0.03340273,0.1005069,0.006010125,0.09652663],"genre_scores_gemma":[0.05940504,0.04499882,0.6163735,0.04715531,0.01192074,0.07466954,0.1322916,0.002634574,0.01055086],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6339973,"threshold_uncertainty_score":0.7818316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151796223","doi":"10.1161/circulationaha.110.006767","title":"Calcific Aortic Valve Disease: Not Simply a Degenerative Process","year":2011,"lang":"en","type":"review","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":826,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Cardiology; Internal medicine; Aortic valve; Disease","authors":[{"name":"Nalini M. Rajamannan","is_ca":false},{"name":"F.J. Evans","is_ca":false},{"name":"Elena Aïkawa","is_ca":false},{"name":"K. Jane Grande‐Allen","is_ca":false},{"name":"Linda L. Demer","is_ca":false},{"name":"Donald D. Heistad","is_ca":false},{"name":"Craig A. Simmons","is_ca":false},{"name":"Kristyn S. Masters","is_ca":false},{"name":"Patrick Mathieu","is_ca":false},{"name":"Kevin D. O’Brien","is_ca":false},{"name":"Frederick J. Schoen","is_ca":false},{"name":"Dwight A. Towler","is_ca":false},{"name":"Ajit P. Yoganathan","is_ca":false},{"name":"Catherine M Otto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07993082750190926,"gpt":0.4173432952422729,"spread":0.3374124677403637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006215717,0.001167963,0.002701312,0.003503746,0.0003355142,0.001225434,0.0007401903,0.001656581,0.003412327],"category_scores_gemma":[0.001299138,0.0003794743,0.0004849817,0.003061726,0.0008175946,0.001770968,0.000790021,0.002200482,0.001712649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655501,"about_ca_system_score_gemma":0.001795552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164514,"about_ca_topic_score_gemma":0.003389859,"domain_scores_codex":[0.9996943,0.00004572343,0.00006735778,0.00005273144,0.0001137395,0.00002614759],"domain_scores_gemma":[0.999172,0.0004420515,0.0001628842,0.00001701868,0.0001460663,0.00006000679],"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":[0.00008573299,0.00007520861,0.0002383296,0.02450911,0.000138896,0.0003995298,0.000053715,0.0002107048,0.001301417,0.001949742,0.04575539,0.9252822],"study_design_scores_gemma":[0.00007021963,0.0001404207,0.001647174,0.009822176,0.0005726957,0.004453157,0.0001256835,0.0001423936,0.0004483301,0.002130365,0.9804079,0.00003947252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000058392,0.9987338,0.0000954267,0.0002961778,0.0003108763,0.000002365431,0.00000762431,0.000003756549,0.0004915344],"genre_scores_gemma":[0.0005265661,0.9978638,0.0001523892,0.0003549447,0.0006107679,0.000003638533,0.00001623442,9.53713e-7,0.0004706131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003503746,"threshold_uncertainty_score":0.01141542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003587193","doi":"10.1056/nejmoa1910555","title":"Five-Year Outcomes of Transcatheter or Surgical Aortic-Valve Replacement","year":2020,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":811,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université Laval; St. Paul's Hospital","funders":"Edwards Lifesciences","keywords":"Medicine; Valve replacement; Hazard ratio; Stenosis; Stroke (engine); Aortic valve replacement; Cohort; Surgery; Aortic valve stenosis; Cardiology; Incidence (geometry); Internal medicine; Regurgitation (circulation); Confidence interval; Aortic valve","authors":[{"name":"Raj Makkar","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Sung‐Han Yoon","is_ca":false},{"name":"Alfredo Trento","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"Lowell F. Satler","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"Todd Dewey","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Mathew Williams","is_ca":false},{"name":"Dean J. Kereiakes","is_ca":false},{"name":"Alan Zajarías","is_ca":false},{"name":"Kevin L. Greason","is_ca":false},{"name":"Brian Whisenant","is_ca":false},{"name":"Robert W. Hodson","is_ca":false},{"name":"David L. Brown","is_ca":false},{"name":"William F. Fearon","is_ca":false},{"name":"Mark J. Russo","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Wael A. Jaber","is_ca":false},{"name":"Erin Rogers","is_ca":false},{"name":"Ke Xu","is_ca":false},{"name":"Jaime Wheeler","is_ca":false},{"name":"Maria Alu","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02643822859581207,"gpt":0.3448127304961958,"spread":0.3183745019003837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001491202,0.0002891799,0.0004547139,0.0004519467,0.0002423437,0.0005992102,0.0003072889,0.0005239085,0.001437445],"category_scores_gemma":[0.003712487,0.0001151867,0.001088873,0.0003063465,0.0003126361,0.0004041712,0.0004492878,0.0005084077,0.0001523049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000349554,"about_ca_system_score_gemma":0.0002723179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009680898,"about_ca_topic_score_gemma":0.001315383,"domain_scores_codex":[0.9993138,0.0001919369,0.00009525192,0.0001363341,0.0001226399,0.0001400205],"domain_scores_gemma":[0.9962948,0.0008557871,0.001651116,0.0001893946,0.0002691674,0.000739826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001525781,0.00007989554,0.9946643,0.00004614911,0.0004776027,0.000128555,0.00003619388,0.0002873165,0.000151646,0.0000439083,0.0001544308,0.00240428],"study_design_scores_gemma":[0.00005128481,0.0007551459,0.998138,0.00001456825,0.0001553439,0.0002753761,0.00004232791,0.0003087727,0.00006356038,0.00007140121,0.0001153678,0.000008781957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980966,0.000983116,0.00007619798,0.00005994569,0.00001902353,0.000005753714,0.0004347346,0.000002925045,0.0003217651],"genre_scores_gemma":[0.9992268,0.0001076726,0.0000163172,0.0000227954,0.00001944658,0.000003186435,0.0005550578,4.366705e-7,0.00004825244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001491202,"threshold_uncertainty_score":0.00788635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118168408","doi":"10.1161/circulationaha.108.778886","title":"Prosthetic Heart Valves","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":769,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; St. Jude Medical; Canada Research Chairs","keywords":"Medicine; Cardiology; Internal medicine; Surgery","authors":[{"name":"Philippe Pîbarot","is_ca":true},{"name":"Jean G. Dumesnil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458850774007926,"gpt":0.3341639322178003,"spread":0.319575424477721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007876239,0.0005379174,0.0007978202,0.0007526955,0.0007196455,0.002321454,0.0007996404,0.001178132,0.04669787],"category_scores_gemma":[0.001994343,0.0001877509,0.0005539012,0.0005678832,0.0004359914,0.000609413,0.0009181389,0.001398254,0.03277706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670688,"about_ca_system_score_gemma":0.0007246853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002812731,"about_ca_topic_score_gemma":0.0003134715,"domain_scores_codex":[0.9992205,0.0001038832,0.0000840932,0.000109654,0.0003766585,0.0001052008],"domain_scores_gemma":[0.9992207,0.0001517643,0.0001169945,0.0001184056,0.0002059784,0.0001861629],"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":[0.0003296594,0.0002852192,0.005589641,0.001540157,0.0001433795,0.002712239,0.0001561362,0.0001658021,0.01408315,0.01658103,0.1555912,0.8028224],"study_design_scores_gemma":[0.00009146682,0.0003278855,0.005855013,0.0005119756,0.00006153014,0.01404116,0.00006803216,0.0001916778,0.003724197,0.004429018,0.9706722,0.00002578919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03071654,0.4607269,0.04139504,0.01615315,0.01877935,0.0005809579,0.005105358,0.002650434,0.4238922],"genre_scores_gemma":[0.3439177,0.1702014,0.02371275,0.01644751,0.01177458,0.0005743541,0.007808145,0.0003328707,0.4252308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04669787,"threshold_uncertainty_score":0.1562199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736888189","doi":"10.1093/eurheartj/ehx381","title":"Staging classification of aortic stenosis based on the extent of cardiac damage","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":703,"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; St. Paul's Hospital; Université Laval; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Stage (stratigraphy); Cardiology; Internal medicine; Stenosis; Aortic valve replacement; Aortic valve stenosis; Proportional hazards model; Aortic valve","authors":[{"name":"Philippe Généreux","is_ca":true},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Björn Redfors","is_ca":false},{"name":"Michael J. Mack","is_ca":false},{"name":"Raj Makkar","is_ca":false},{"name":"Wael A. Jaber","is_ca":false},{"name":"Lars G. Svensson","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"Brian R. Lindman","is_ca":false},{"name":"Thomas McAndrew","is_ca":false},{"name":"Maria Alu","is_ca":false},{"name":"Pamela S. Douglas","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"D. Craig Miller","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06599736501388863,"gpt":0.3647585273416663,"spread":0.2987611623277777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004872749,0.00052143,0.000828501,0.001222925,0.0001635377,0.0006192597,0.0002545274,0.0003505768,0.0008571637],"category_scores_gemma":[0.003869641,0.0001304165,0.0009469512,0.0006161915,0.0003787456,0.0003191406,0.0006033766,0.0002586816,0.0001213999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618624,"about_ca_system_score_gemma":0.0002960025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004239161,"about_ca_topic_score_gemma":0.001524267,"domain_scores_codex":[0.9981428,0.0009170778,0.0003206325,0.0002146774,0.0003159459,0.00008880442],"domain_scores_gemma":[0.9973561,0.0009305236,0.001113113,0.0002157136,0.0001619835,0.0002227365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004029908,0.00003637671,0.9743552,0.0002223361,0.000971204,0.00003432928,0.00006839105,0.0004396873,0.001101494,0.00006012831,0.0002471565,0.01843369],"study_design_scores_gemma":[0.0005897311,0.002255993,0.9927582,0.0002003335,0.0009726469,0.0005503854,0.0001125103,0.0009900865,0.0003890684,0.0002235581,0.000935835,0.00002167422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911264,0.006449012,0.0008498902,0.00007659793,0.00004447988,0.00008627206,0.000526402,0.000006845321,0.0008341062],"genre_scores_gemma":[0.9970717,0.0008541355,0.0007032966,0.00004767305,0.00006060061,0.00004204886,0.001100847,0.000001638532,0.0001178736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004872749,"threshold_uncertainty_score":0.02576989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963584858","doi":"10.1016/s0735-1097(00)00859-7","title":"Hemodynamic and clinical impact of prosthesis–patient mismatch in the aortic valve position and its prevention","year":2000,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":663,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Society of Thoracic Surgeons","keywords":"Medicine; Hemodynamics; Prosthesis; Aortic valve; Cardiology; Body orifice; Internal medicine; Aortic valve replacement; Surgery; Anatomy; Stenosis","authors":[{"name":"Philippe Pîbarot","is_ca":true},{"name":"Jean G Dumesnil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381630347138427,"gpt":0.4103490597485487,"spread":0.3865327562771644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005283625,0.0006343059,0.002347555,0.001007353,0.0001750435,0.0005373755,0.0006654318,0.0008790093,0.001612498],"category_scores_gemma":[0.001065597,0.0001800876,0.0005871355,0.0008357139,0.0002448269,0.0004049545,0.00023712,0.0008619005,0.0006030352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386402,"about_ca_system_score_gemma":0.0006457819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008870076,"about_ca_topic_score_gemma":0.001683815,"domain_scores_codex":[0.9997926,0.00004687082,0.00003603041,0.00003430954,0.00007309184,0.00001711759],"domain_scores_gemma":[0.9995368,0.0002612563,0.00009543085,0.000008840927,0.00006907548,0.00002859245],"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":[0.0004774046,0.0003269654,0.005622149,0.01062238,0.0005706365,0.001066453,0.0000423603,0.0003991166,0.0008806156,0.0008507345,0.01067302,0.9684682],"study_design_scores_gemma":[0.0008909382,0.003497124,0.1518472,0.02135919,0.007983787,0.03606805,0.0004635371,0.00158706,0.002831797,0.005964066,0.7673055,0.0002016657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001007813,0.9978359,0.0001192266,0.0002403272,0.000176647,0.000004358857,0.00001551698,0.000003530809,0.0005965806],"genre_scores_gemma":[0.00851349,0.9897362,0.0002428722,0.000259447,0.0008466876,0.000009513392,0.00004129735,0.000001207724,0.0003492238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002347555,"threshold_uncertainty_score":0.00539428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107603238","doi":"10.1016/j.jacc.2013.07.040","title":"Predictive Factors, Management, and Clinical Outcomes of Coronary Obstruction Following Transcatheter Aortic Valve Implantation","year":2013,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":641,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto; University of British Columbia; University of Ottawa; Université Laval","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Instituto de Salud Carlos III; St. Jude Medical; Edwards Lifesciences","keywords":"Medicine; Cardiology; Internal medicine; Artery; Aortic sinus; Percutaneous coronary intervention; Aortic valve; Cohort; Surgery; Myocardial infarction","authors":[{"name":"Henrique Barbosa Ribeiro","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Raj Makkar","is_ca":false},{"name":"Mauricio G. Cohen","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Corrado Tamburino","is_ca":false},{"name":"Marco Barbanti","is_ca":true},{"name":"Tarun Chakravarty","is_ca":false},{"name":"Hasan Jilaihawi","is_ca":false},{"name":"Jean-Michel Paradis","is_ca":false},{"name":"Fábio Sândoli de Brito","is_ca":false},{"name":"Sergio Cánovas","is_ca":false},{"name":"Asim N. Cheema","is_ca":true},{"name":"Peter P. de Jaegere","is_ca":false},{"name":"Paul T.L. Chiam","is_ca":false},{"name":"Raúl Moreno","is_ca":false},{"name":"Gonzalo Pradas","is_ca":false},{"name":"Marc Ruel","is_ca":true},{"name":"Jorge Salgado‐Fernández","is_ca":false},{"name":"Rogério Sarmento‐Leite","is_ca":false},{"name":"Hadi Toeg","is_ca":true},{"name":"James L. Velianou","is_ca":true},{"name":"Alan Zajarías","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Fernando Cura","is_ca":false},{"name":"Antonio Dager","is_ca":false},{"name":"Ganesh Manoharan","is_ca":false},{"name":"Stamatios Lerakis","is_ca":false},{"name":"Augusto D. Pichard","is_ca":false},{"name":"Sam Radhakrishnan","is_ca":true},{"name":"Marco Perin","is_ca":false},{"name":"Éric Dumont","is_ca":true},{"name":"Éric Larose","is_ca":true},{"name":"Sergio Pasian","is_ca":true},{"name":"Luis Nombela‐Franco","is_ca":true},{"name":"Marina Ureña","is_ca":true},{"name":"E. Murat Tuzcu","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Ignacio J. Amat‐Santos","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true},{"name":"Josep Rodés‐Cabau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01448682140295693,"gpt":0.3285559315171073,"spread":0.3140691101141503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007703475,0.0003167152,0.0004464009,0.0006902849,0.0007294171,0.001077828,0.0006973565,0.001327188,0.002060097],"category_scores_gemma":[0.00693534,0.0002918037,0.0006762765,0.0008034253,0.0006169104,0.0008351169,0.0006292574,0.00181305,0.0002420532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004557009,"about_ca_system_score_gemma":0.000802118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857773,"about_ca_topic_score_gemma":0.003078761,"domain_scores_codex":[0.9993194,0.0001498577,0.00009559517,0.0001046694,0.0001580814,0.0001724043],"domain_scores_gemma":[0.9958987,0.001264906,0.001494165,0.0002152668,0.0002898795,0.0008370442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001757435,0.00009412321,0.9982436,0.000006214834,0.00003654657,0.000192251,0.000023953,0.00006649252,0.00009576412,0.00004030438,0.0000793366,0.0009457219],"study_design_scores_gemma":[0.00001140024,0.0001484574,0.9980579,0.000009722075,0.00005601619,0.0006509153,0.0001939045,0.0005236195,0.00005515363,0.0001841329,0.0001003128,0.000008422072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974144,0.0007577069,0.0001214249,0.0002795701,0.00004204702,0.00001014701,0.0001188321,0.000004656247,0.001251233],"genre_scores_gemma":[0.999377,0.0001744951,0.00005143693,0.0000445443,0.0001048037,0.000005513577,0.000163637,0.000001712829,0.00007695083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060097,"threshold_uncertainty_score":0.006891668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193942184","doi":"10.1093/ejcts/ezab389","title":"2021 ESC/EACTS Guidelines for the management of valvular heart disease","year":2021,"lang":"en","type":"article","venue":"European Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":635,"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":"Türk Kardiyoloji Derneği; British Cardiovascular Society","keywords":"Medical prescription; Medicine; Health care; Ambiguity; Contradiction; Health professionals; Medical education; Psychology; Public relations; Family medicine; Political science; Nursing; Law; Computer science","authors":[{"name":"Friedhelm Beyersdorf","is_ca":false},{"name":"Milan Milojevic","is_ca":false},{"name":"Fabien Praz","is_ca":false},{"name":"Stephan Baldus","is_ca":false},{"name":"Johann Bauersachs","is_ca":false},{"name":"Davide Capodanno","is_ca":false},{"name":"Lenard Conradi","is_ca":false},{"name":"Michele De Bonis","is_ca":false},{"name":"Ruggero De Paulis","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"Martine Gilard","is_ca":false},{"name":"Kristina H. Haugaa","is_ca":false},{"name":"Anders Jeppsson","is_ca":true},{"name":"Peter Jüni","is_ca":true},{"name":"Luc Piérard","is_ca":false},{"name":"Bernard Prendergast","is_ca":false},{"name":"Rafael Sádaba","is_ca":false},{"name":"Christophe Tribouilloy","is_ca":false},{"name":"Franz-Josef Neumann","is_ca":false},{"name":"Patrick O. Myers","is_ca":false},{"name":"Magdy Abdelhamid","is_ca":false},{"name":"Stephan Achenbach","is_ca":false},{"name":"Riccardo Asteggiano","is_ca":false},{"name":"Fabio Barili","is_ca":false},{"name":"Michael A. Borger","is_ca":false},{"name":"Thierry Carrel","is_ca":false},{"name":"Jean‐Philippe Collet","is_ca":false},{"name":"Dan Foldager","is_ca":false},{"name":"Gilbert Habib","is_ca":false},{"name":"Christian Hassager","is_ca":false},{"name":"Alar Irs","is_ca":false},{"name":"Bernard Iung","is_ca":false},{"name":"Marjan Jahangiri","is_ca":false},{"name":"Hugo A. Katus","is_ca":false},{"name":"Konstantinos C. Koskinas","is_ca":false},{"name":"Steffen Massberg","is_ca":false},{"name":"Christian Mueller","is_ca":false},{"name":"Jens Cosedis Nielsen","is_ca":false},{"name":"Philippe Pîbarot","is_ca":false},{"name":"Amina Rakisheva","is_ca":false},{"name":"Marco Roffi","is_ca":false},{"name":"Andrea Rubboli","is_ca":false},{"name":"Е. V. Shlyakhto","is_ca":false},{"name":"Matthias Siepe","is_ca":false},{"name":"Marta Sitges","is_ca":false},{"name":"Lars Søndergaard","is_ca":false},{"name":"Miguel Sousa‐Uva","is_ca":false},{"name":"Guiseppe Tarantini","is_ca":false},{"name":"Jose Luis Zamorano","is_ca":false},{"name":"Stephan Baldus","is_ca":false},{"name":"Johann Bauersachs","is_ca":false},{"name":"L. Pierard","is_ca":false},{"name":"Christophe Tribouilloy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07568593196141014,"gpt":0.3893099731146736,"spread":0.3136240411532635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008233913,0.001561143,0.002413697,0.00721044,0.000922286,0.004368548,0.003359593,0.007316361,0.04735144],"category_scores_gemma":[0.03211303,0.0007021376,0.002953357,0.004107089,0.001456733,0.001545043,0.002281878,0.006694722,0.05202383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003243536,"about_ca_system_score_gemma":0.01408413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009761081,"about_ca_topic_score_gemma":0.01522932,"domain_scores_codex":[0.9911186,0.002784783,0.002115111,0.0003939595,0.00304868,0.0005389088],"domain_scores_gemma":[0.9735872,0.005394115,0.002822838,0.000713136,0.01596565,0.001517116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006799352,0.00008287585,0.0004391382,0.002408471,0.0000667822,0.0002548577,0.00005483142,0.0005078814,0.0002845394,0.003206912,0.865436,0.1271898],"study_design_scores_gemma":[0.00007878949,0.00004762382,0.001750228,0.006993976,0.00006637468,0.0005376411,0.00005358,0.0002831685,0.0001102234,0.002750007,0.9872971,0.00003136798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002387442,0.2480499,0.03835984,0.2212828,0.1030416,0.007838722,0.0701865,0.003953877,0.3048993],"genre_scores_gemma":[0.02174016,0.2344189,0.138662,0.1196454,0.04789842,0.01327797,0.2149646,0.002590188,0.2068025],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04735144,"threshold_uncertainty_score":0.1584064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967483573","doi":"10.2353/ajpath.2007.070251","title":"The Emerging Role of Valve Interstitial Cell Phenotypes in Regulating Heart Valve Pathobiology","year":2007,"lang":"en","type":"review","venue":"American Journal Of Pathology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":630,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto","funders":"Heart and Stroke Foundation of Canada","keywords":"Phenotype; Mesenchymal stem cell; Function (biology); Heart valve; Frontier; Interstitial cell; Pathogenesis; Biology; Disease; Conceptual framework; Cell; Bioinformatics; Pathology; Cell biology; Immunology; Medicine; Genetics; Political science; Internal medicine; Sociology; Gene","authors":[{"name":"Chang Amber Liu","is_ca":true},{"name":"Vineet Joag","is_ca":true},{"name":"Avrum I. Gotlieb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01739234628843002,"gpt":0.3778156666221158,"spread":0.3604233203336858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008286929,0.0007422892,0.001423057,0.001008723,0.0003073264,0.001421009,0.0008304347,0.001336417,0.001708368],"category_scores_gemma":[0.0005070879,0.0002295347,0.0003578315,0.001116192,0.0008667137,0.00150241,0.0006863445,0.002473616,0.001214021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682035,"about_ca_system_score_gemma":0.0007085611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000511535,"about_ca_topic_score_gemma":0.001138888,"domain_scores_codex":[0.9998401,0.0000250794,0.0000199188,0.00002924701,0.00006869584,0.00001698214],"domain_scores_gemma":[0.9996177,0.0001967434,0.00003403607,0.00001244664,0.0001019502,0.00003700423],"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":[0.0001187044,0.00008717875,0.0004422434,0.004696953,0.00005267586,0.0005473275,0.0000948682,0.0004028428,0.01246519,0.00842263,0.02012137,0.9525478],"study_design_scores_gemma":[0.00003454287,0.0001293257,0.001843734,0.001216078,0.0000971106,0.002482623,0.0001367235,0.0002072564,0.002952459,0.004898509,0.985971,0.00003061849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004172135,0.9957314,0.0008152017,0.0006994979,0.0005512696,0.000004106489,0.00001552145,0.00001216375,0.00175365],"genre_scores_gemma":[0.001800691,0.995074,0.0009585894,0.0005130317,0.0005515146,0.000009561845,0.00002676601,0.000002198346,0.001063695],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001708368,"threshold_uncertainty_score":0.005715013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978121427","doi":"10.1016/j.jcct.2012.11.002","title":"SCCT expert consensus document on computed tomography imaging before transcatheter aortic valve implantation (TAVI)/transcatheter aortic valve replacement (TAVR)","year":2012,"lang":"en","type":"article","venue":"Journal of cardiovascular computed tomography","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":629,"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","funders":"","keywords":"Medicine; Regurgitation (circulation); Aortic valve; Cardiac skeleton; Radiology; Valve replacement; Ascending aorta; Prosthesis; Aortic valve replacement; Cardiology; Aorta; Surgery; Stenosis","authors":[{"name":"Stephan Achenbach","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"Jörg Hausleiter","is_ca":false},{"name":"Paul Schoenhagen","is_ca":false},{"name":"James K. Min","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01073060131932989,"gpt":0.2811439039917321,"spread":0.2704133026724022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02476601,0.001271232,0.00259026,0.004788589,0.001913444,0.002849639,0.003841858,0.009776871,0.005944157],"category_scores_gemma":[0.05348741,0.0009955083,0.00346771,0.002498286,0.001450902,0.001246552,0.001931338,0.005986436,0.005269606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314321,"about_ca_system_score_gemma":0.01624451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670983,"about_ca_topic_score_gemma":0.0188935,"domain_scores_codex":[0.9851274,0.003341638,0.005712498,0.000897176,0.004058721,0.0008625939],"domain_scores_gemma":[0.9228116,0.02186379,0.006796826,0.002431487,0.04293739,0.00315884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005812405,0.0002749578,0.009755842,0.009033596,0.000458889,0.001625454,0.0005609919,0.001852424,0.004514402,0.003195133,0.6403343,0.3278128],"study_design_scores_gemma":[0.0006746155,0.0003459896,0.04167446,0.05307163,0.00189345,0.005970205,0.001117359,0.002158154,0.005989706,0.007134032,0.8797039,0.0002664668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01897334,0.255071,0.1142804,0.335326,0.077067,0.006028713,0.02202009,0.001832152,0.1694013],"genre_scores_gemma":[0.1482776,0.1574028,0.3891324,0.1377645,0.03756185,0.009621967,0.06373209,0.001464209,0.05504254],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02476601,"threshold_uncertainty_score":0.1309767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038851398","doi":"10.1136/hrt.2005.067363","title":"Prosthesis-patient mismatch: definition, clinical impact, and prevention","year":2005,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":599,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hemodynamics; Prosthesis; Cardiology; Internal medicine; Muscle hypertrophy; Aortic valve; Left ventricular hypertrophy; Surgery; Blood pressure","authors":[{"name":"P. Pibarot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05146413023180603,"gpt":0.4303807629944081,"spread":0.3789166327626021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002508556,0.0005429033,0.001189793,0.002451186,0.0003341941,0.001406534,0.0005780259,0.001076441,0.0008537942],"category_scores_gemma":[0.006743488,0.0001765817,0.0004492097,0.002173711,0.0009523456,0.001406034,0.001074292,0.0008454951,0.0002127433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880664,"about_ca_system_score_gemma":0.0007229697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000328289,"about_ca_topic_score_gemma":0.0003721951,"domain_scores_codex":[0.9979302,0.0007701421,0.0004704979,0.0001810505,0.0005510596,0.0000970657],"domain_scores_gemma":[0.9956844,0.001945554,0.001527,0.0001009323,0.0004189329,0.0003232425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004513579,0.0002175705,0.5419695,0.004026471,0.0003224913,0.00303807,0.0007164603,0.0006915001,0.001530141,0.008008762,0.003405854,0.4356218],"study_design_scores_gemma":[0.00008659357,0.001616876,0.8319694,0.004350507,0.0009196536,0.08629733,0.003212851,0.003743012,0.002202498,0.01690295,0.04852124,0.0001770766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2381575,0.7327113,0.01017746,0.006547967,0.0005425405,0.0001070912,0.0003480197,0.00005992501,0.01134816],"genre_scores_gemma":[0.8619158,0.1293231,0.005513326,0.000845433,0.001269636,0.00008205435,0.0003341264,0.00001663941,0.0006998793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002508556,"threshold_uncertainty_score":0.01326662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890269455","doi":"10.1161/circulationaha.108.837807","title":"Transcatheter Aortic Valve Implantation","year":2009,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":589,"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; Centre for Advancing Health Outcomes","funders":"","keywords":"Medicine; Stenosis; Regurgitation (circulation); Cardiology; Aortic valve; Internal medicine; Surgery; Aortic valve stenosis; Mortality rate","authors":[{"name":"John G. Webb","is_ca":true},{"name":"Lukas Altwegg","is_ca":true},{"name":"Robert Boone","is_ca":true},{"name":"Anson Cheung","is_ca":true},{"name":"Jian Ye","is_ca":true},{"name":"Samuel V. Lichtenstein","is_ca":true},{"name":"May Lee","is_ca":true},{"name":"Jean Bernard Masson","is_ca":true},{"name":"Christopher Thompson","is_ca":true},{"name":"Robert Moss","is_ca":true},{"name":"Ron Carere","is_ca":true},{"name":"Brad Munt","is_ca":true},{"name":"Fabian Nietlispach","is_ca":true},{"name":"Karin H. Humphries","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01586996683951425,"gpt":0.3257984286182136,"spread":0.3099284617786994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004197119,0.0003711318,0.0004327645,0.0003695431,0.0002671342,0.0003793712,0.0002837235,0.0002189083,0.004058318],"category_scores_gemma":[0.001200602,0.00007061678,0.0002994247,0.0002849895,0.0003050353,0.0002013571,0.000399795,0.0006298534,0.001073866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072579,"about_ca_system_score_gemma":0.00034585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149193,"about_ca_topic_score_gemma":0.0001618603,"domain_scores_codex":[0.9997241,0.00003577144,0.00003185779,0.00005343416,0.0001049207,0.00005004083],"domain_scores_gemma":[0.9993013,0.0001731943,0.0002444652,0.00006907851,0.00005605502,0.0001558564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002486207,0.000881738,0.6434106,0.001110958,0.000497564,0.01090223,0.0004434661,0.0006314759,0.04122275,0.001192836,0.005025852,0.2921944],"study_design_scores_gemma":[0.0006783857,0.007800787,0.7499509,0.0004459113,0.0003704167,0.1918061,0.0001984262,0.00229586,0.01391083,0.001416254,0.03106236,0.00006369183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9691547,0.01068216,0.008509244,0.0005714771,0.0003220942,0.00007133976,0.0003669979,0.0002355455,0.0100866],"genre_scores_gemma":[0.9926683,0.001953384,0.002803302,0.0003426536,0.0004681086,0.00003794025,0.0004971987,0.00001380504,0.00121534],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004058318,"threshold_uncertainty_score":0.01357645,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982135373","doi":"10.1016/j.jacc.2012.02.022","title":"Clinical Outcomes After Transcatheter Aortic Valve Replacement Using Valve Academic Research Consortium Definitions","year":2012,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":588,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Edwards Lifesciences","keywords":"Medicine; Aortic valve; Internal medicine; Cardiology; Valve replacement; Stenosis","authors":[{"name":"Philippe Généreux","is_ca":true},{"name":"Stuart J. Head","is_ca":false},{"name":"Nicolas M. Van Mieghem","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Ajay J. Kirtane","is_ca":false},{"name":"Ke Xu","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Patrick W. Serruys","is_ca":false},{"name":"A. Pieter Kappetein","is_ca":false},{"name":"Martin B. Leon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2036728009988316,"gpt":0.4987222995950011,"spread":0.2950494985961695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003859213,0.0008498969,0.00307868,0.005090877,0.0002541811,0.001283703,0.0009871334,0.0006242561,0.001477942],"category_scores_gemma":[0.009732243,0.0002189106,0.002521353,0.00540375,0.0004567012,0.001139005,0.0009075328,0.001114476,0.0001651608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052822,"about_ca_system_score_gemma":0.001743663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119937,"about_ca_topic_score_gemma":0.005030397,"domain_scores_codex":[0.9976159,0.0006000418,0.0008596877,0.0002874346,0.0005339422,0.0001029276],"domain_scores_gemma":[0.9930529,0.00407105,0.001985932,0.00007385683,0.0006923078,0.0001239692],"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":[0.001142445,0.0002144444,0.05072548,0.1148691,0.01053107,0.0001712446,0.0002033653,0.0006305161,0.0002872236,0.002907649,0.01858826,0.7997292],"study_design_scores_gemma":[0.001713165,0.001961575,0.3962106,0.248148,0.07629847,0.003501964,0.001609222,0.001892497,0.001129123,0.009764665,0.2573074,0.0004633352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002117321,0.9967729,0.00009923376,0.0002583908,0.000158943,0.00001541984,0.0001734714,0.000002634688,0.0004015171],"genre_scores_gemma":[0.02577034,0.9720103,0.0005603751,0.000398238,0.0004858359,0.00006244091,0.0005739354,0.000002279287,0.0001362039],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005090877,"threshold_uncertainty_score":0.0204097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121305961","doi":"10.1016/j.jcmg.2018.12.003","title":"Computed Tomography Imaging in the Context of Transcatheter Aortic Valve Implantation (TAVI)/Transcatheter Aortic Valve Replacement (TAVR)","year":2019,"lang":"en","type":"review","venue":"JACC. Cardiovascular imaging","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":588,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; St. Paul's Hospital; University of British Columbia","funders":"GE Healthcare; Biotronik; Siemens; Edwards Lifesciences; Medtronic","keywords":"Medicine; Valve replacement; Context (archaeology); Computed tomography; Cardiology; Aortic valve; Radiology; Internal medicine; Stenosis","authors":[{"name":"Philipp Blanke","is_ca":true},{"name":"Jonathan Weir‐McCall","is_ca":false},{"name":"Stephan Achenbach","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"Jörg Hausleiter","is_ca":false},{"name":"Hasan Jilaihawi","is_ca":false},{"name":"Mohamed Marwan","is_ca":false},{"name":"Bjarne Linde Nørgaard","is_ca":false},{"name":"N Piazza","is_ca":true},{"name":"Paul Schoenhagen","is_ca":false},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02254600607219296,"gpt":0.323099378698667,"spread":0.300553372626474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006475929,0.0008794939,0.002093922,0.003304814,0.0002482912,0.001495995,0.0008915514,0.001872219,0.002217257],"category_scores_gemma":[0.002227348,0.0004028203,0.0009777695,0.002449125,0.0006694264,0.001044957,0.0005832996,0.002023123,0.0009827343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057624,"about_ca_system_score_gemma":0.00150388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003107051,"about_ca_topic_score_gemma":0.006122531,"domain_scores_codex":[0.9996396,0.00008327787,0.00007835993,0.00005634754,0.000111205,0.00003111089],"domain_scores_gemma":[0.9986721,0.0008214045,0.0002255415,0.00001685493,0.0002111752,0.00005298441],"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":[0.000145627,0.00005257599,0.001569687,0.0364336,0.0003938419,0.00141138,0.0001057172,0.0003419593,0.0007416225,0.002575564,0.03550366,0.9207246],"study_design_scores_gemma":[0.000104811,0.0001835369,0.01080231,0.05577262,0.001797453,0.0245462,0.0003749978,0.0004745481,0.0005787137,0.003813958,0.9014275,0.0001232559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005573189,0.9993623,0.00003097604,0.0001450498,0.00008858122,0.000001551177,0.000008314126,0.000001395705,0.0003062022],"genre_scores_gemma":[0.0007609861,0.9984965,0.0001069483,0.0002099196,0.0003058646,0.000002409397,0.0000165619,7.484378e-7,0.00009999982],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003304814,"threshold_uncertainty_score":0.0074175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143427268","doi":"10.1161/circulationaha.113.002947","title":"Anatomical and Procedural Features Associated With Aortic Root Rupture During Balloon-Expandable Transcatheter Aortic Valve Replacement","year":2013,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":588,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; St. Paul's Hospital","funders":"","keywords":"Medicine; Aortic root; Balloon; Aortic valve; Cardiology; Valve replacement; Radiology; Internal medicine; Surgery; Aorta; Stenosis","authors":[{"name":"Marco Barbanti","is_ca":true},{"name":"Tae‐Hyun Yang","is_ca":true},{"name":"Josep Rodés Cabau","is_ca":true},{"name":"Corrado Tamburino","is_ca":true},{"name":"David Wood","is_ca":true},{"name":"Hasan Jilaihawi","is_ca":true},{"name":"Phillip Blanke","is_ca":true},{"name":"Raj Makkar","is_ca":true},{"name":"Azeem Latib","is_ca":true},{"name":"Antonio Colombo","is_ca":true},{"name":"Giuseppe Tarantini","is_ca":true},{"name":"Rekha Raju","is_ca":true},{"name":"Ronald K. Binder","is_ca":true},{"name":"Giang D. Nguyen","is_ca":true},{"name":"Mélanie Freeman","is_ca":true},{"name":"Henrique Barbosa Ribeiro","is_ca":true},{"name":"Samir Kapadia","is_ca":true},{"name":"James K. Min","is_ca":true},{"name":"Gudrun Feuchtner","is_ca":true},{"name":"Ronen Gurtvich","is_ca":true},{"name":"Faisal Alqoofi","is_ca":true},{"name":"Marc Pelletier","is_ca":true},{"name":"Gian Paolo Ussia","is_ca":true},{"name":"Massimo Napodano","is_ca":true},{"name":"Fábio Sândoli de Brito","is_ca":true},{"name":"Susheel Kodali","is_ca":true},{"name":"Bjarne Linde Nørgaard","is_ca":true},{"name":"Nicolaj C. Hansson","is_ca":true},{"name":"Gregor Pache","is_ca":true},{"name":"Sergio Cánovas","is_ca":true},{"name":"Hongbin Zhang","is_ca":true},{"name":"Martin B. Leon","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Jonathon Leipsic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006809283142053361,"gpt":0.26227801483633,"spread":0.2554687316942766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005878059,0.0002553658,0.0002918421,0.0008155622,0.000384935,0.0006049457,0.0003821888,0.0005192846,0.001005048],"category_scores_gemma":[0.003636403,0.000252599,0.0002861562,0.0005068649,0.0003809519,0.0004082966,0.0004404091,0.0005879637,0.0001425631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002128764,"about_ca_system_score_gemma":0.0002678914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007183878,"about_ca_topic_score_gemma":0.001085585,"domain_scores_codex":[0.9994199,0.0001261297,0.0001138495,0.000112144,0.0001367332,0.00009118132],"domain_scores_gemma":[0.9963675,0.0008384431,0.001878743,0.0001657885,0.0001805803,0.0005690152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007038548,0.00002049753,0.998942,0.000003768676,0.00000971572,0.0002841996,0.00003746718,0.00001655991,0.0002140745,0.000003895191,0.00001054716,0.0003869231],"study_design_scores_gemma":[0.000004335952,0.0001343706,0.9961666,0.000003833996,0.00001308465,0.003230115,0.0001421176,0.0001387302,0.0001204524,0.000008209193,0.00003465143,0.000003430256],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997982,0.00006788121,0.00003489353,0.000008618243,0.000002154594,0.000002758549,0.00002490912,0.00000109717,0.00005943594],"genre_scores_gemma":[0.9998155,0.00003248152,0.0000555267,0.000008013674,0.00001167002,0.000003065632,0.00005489435,5.891635e-7,0.00001837817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001005048,"threshold_uncertainty_score":0.003362238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2975363242","doi":"10.1161/circulationaha.119.041080","title":"Contemporary Presentation and Management of Valvular Heart Disease","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":587,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"Novartis Pharma; Servier; Abbott Vascular; St. Jude Medical; Leids Universitair Medisch Centrum; Universiteit Leiden; Symetis; Boston Scientific Corporation; Daiichi Sankyo Europe; Sanofi; Edwards Lifesciences; Amgen; Pfizer; Gedeon Richter; Bayer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; ResMed","keywords":"Medicine; valvular heart disease; Mitral regurgitation; Interquartile range; Stenosis; Internal medicine; Intervention (counseling); Cardiology; General surgery","authors":[{"name":"Bernard Iung","is_ca":false},{"name":"Victoria Delgado","is_ca":false},{"name":"Raphaël Rosenhek","is_ca":false},{"name":"Susanna Price","is_ca":false},{"name":"Bernard Prendergast","is_ca":false},{"name":"Olaf Wendler","is_ca":false},{"name":"Michele De Bonis","is_ca":false},{"name":"Arturo Evangelista","is_ca":true},{"name":"Alexander Bogachev‐Prokophiev","is_ca":false},{"name":"Astrid Apor","is_ca":false},{"name":"Cécile Laroche","is_ca":false},{"name":"Bogdan A. Popescu","is_ca":false},{"name":"Luc Piérard","is_ca":false},{"name":"Michael Haude","is_ca":false},{"name":"Gerhard Hindricks","is_ca":false},{"name":"Frank Ruschitzka","is_ca":false},{"name":"Stefan Windecker","is_ca":false},{"name":"Jeroen J. Bax","is_ca":false},{"name":"Aldo P. Maggioni","is_ca":false},{"name":"Alec Vahanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02112211397569851,"gpt":0.3297145776670745,"spread":0.3085924636913759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006850307,0.0001507323,0.0002733891,0.0007677876,0.0003652893,0.0009215921,0.0004974958,0.0005043247,0.001994154],"category_scores_gemma":[0.00338453,0.0001105185,0.0001901316,0.001232596,0.000364706,0.0008505203,0.000636938,0.0007374996,0.000308779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007673944,"about_ca_system_score_gemma":0.0006877958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199274,"about_ca_topic_score_gemma":0.001945444,"domain_scores_codex":[0.9991405,0.0001707666,0.0001373439,0.0002001035,0.0002097405,0.0001415198],"domain_scores_gemma":[0.9984733,0.0001698005,0.0008520198,0.00004134357,0.0001972811,0.0002662854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004840784,0.00006688511,0.9626408,0.0001102991,0.00003503843,0.0008241569,0.0004891803,0.0001809337,0.0002255086,0.0005595946,0.00404633,0.03077288],"study_design_scores_gemma":[0.00001363315,0.00009339499,0.9762115,0.0003384929,0.00002929667,0.01232078,0.002272938,0.0005882044,0.0001060432,0.001271673,0.006737082,0.00001694529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9461652,0.03144138,0.001050014,0.008086137,0.0002793059,0.00003177494,0.0008902994,0.00003204963,0.01202377],"genre_scores_gemma":[0.987408,0.009926419,0.0004158889,0.0005793751,0.0006030998,0.00001864415,0.0007899895,0.00000726217,0.0002512313],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002199274,"threshold_uncertainty_score":0.006671131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387893182","doi":"10.1056/nejmoa2307447","title":"Transcatheter Aortic-Valve Replacement in Low-Risk Patients at Five Years","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":586,"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; Université Laval","funders":"Edwards Lifesciences","keywords":"Cardiology; Medicine; Internal medicine; Valve replacement; Stenosis","authors":[{"name":"Michael J. Mack","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Philippe Pîbarot","is_ca":true},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Philippe Généreux","is_ca":false},{"name":"Susheel Kodali","is_ca":false},{"name":"Samir Kapadia","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"Stuart Pocock","is_ca":false},{"name":"Michael Lu","is_ca":false},{"name":"Roseann White","is_ca":false},{"name":"Molly Szerlip","is_ca":false},{"name":"Julien Ternacle","is_ca":false},{"name":"S. Chris Malaisrie","is_ca":false},{"name":"Howard C. Herrmann","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"Mark J. Russo","is_ca":false},{"name":"Vasilis Babaliaros","is_ca":false},{"name":"Craig R. Smith","is_ca":false},{"name":"Philipp Blanke","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Raj Makkar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0104211497580214,"gpt":0.3047781646461861,"spread":0.2943570148881647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081589,0.0002730695,0.0006767926,0.0002158008,0.0001949373,0.0003875855,0.0002620032,0.0004701333,0.002300908],"category_scores_gemma":[0.001855233,0.00007004041,0.0007481224,0.0001824437,0.000173768,0.0002396837,0.0002773884,0.0007477119,0.000224463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108969,"about_ca_system_score_gemma":0.0003405498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557588,"about_ca_topic_score_gemma":0.0005970778,"domain_scores_codex":[0.9995158,0.0002373826,0.00004558719,0.00005422867,0.00006084053,0.00008612008],"domain_scores_gemma":[0.9989478,0.0002372262,0.0002328455,0.00003909213,0.00005408736,0.0004890471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.475204,0.008760869,0.3554434,0.001506457,0.003017761,0.0004310704,0.000200514,0.002395862,0.005044366,0.0009498659,0.004216364,0.1428295],"study_design_scores_gemma":[0.1632296,0.1952591,0.6226335,0.0005654576,0.002681608,0.0009429916,0.0001464429,0.005418126,0.002219629,0.001261403,0.005581864,0.0000603447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943045,0.003056633,0.0003289716,0.0003134312,0.0001363766,0.0001602825,0.0002246506,0.00001595081,0.001459136],"genre_scores_gemma":[0.9984763,0.0003622383,0.0002222427,0.0001756035,0.0001062094,0.0001379514,0.0002577997,9.501837e-7,0.000260708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002300908,"threshold_uncertainty_score":0.007697344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158847848","doi":"10.1161/circulationaha.112.104505","title":"Transcatheter Aortic Valve Replacement for Degenerative Bioprosthetic Surgical Valves","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":577,"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; Regurgitation (circulation); Stenosis; Surgery; Cardiology; Valve replacement; Aortic valve; Internal medicine; Aortic valve replacement; Heart valve; Heart failure","authors":[{"name":"Danny Dvir","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Stephen Brecker","is_ca":true},{"name":"Sabine Bleiziffer","is_ca":true},{"name":"David Hildick‐Smith","is_ca":true},{"name":"Antonio Colombo","is_ca":true},{"name":"Fleur Descoutures","is_ca":true},{"name":"Christian Hengstenberg","is_ca":true},{"name":"Neil Moat","is_ca":true},{"name":"Raffi Bekeredjian","is_ca":true},{"name":"Massimo Napodano","is_ca":true},{"name":"Luca Testa","is_ca":true},{"name":"Thierry Lefèvre","is_ca":true},{"name":"Victor Guetta","is_ca":true},{"name":"Henrik Nissen","is_ca":true},{"name":"José-María Hernández","is_ca":true},{"name":"David Roy","is_ca":true},{"name":"Rui Campante Teles","is_ca":true},{"name":"Amit Segev","is_ca":true},{"name":"Nicolas Dumonteil","is_ca":true},{"name":"Claudia Fiorina","is_ca":true},{"name":"Michael Gotzmann","is_ca":true},{"name":"Didier Tchétché","is_ca":true},{"name":"Mohamed Abdel‐Wahab","is_ca":true},{"name":"Federico De Marco","is_ca":true},{"name":"Andreas Baumbach","is_ca":true},{"name":"Jean-Claude Laborde","is_ca":true},{"name":"Ran Kornowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02790957544148204,"gpt":0.342721001852105,"spread":0.3148114264106229,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009297538,0.0003613588,0.0003252097,0.0005633241,0.0002491662,0.000374836,0.0003188134,0.0001953624,0.00160642],"category_scores_gemma":[0.001905243,0.00009532152,0.0002932495,0.0003875914,0.0002279596,0.0002445161,0.0002851697,0.0002544262,0.0003699936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147229,"about_ca_system_score_gemma":0.0003274925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001472083,"about_ca_topic_score_gemma":0.0003954775,"domain_scores_codex":[0.9995789,0.00008544559,0.00007739969,0.00006565452,0.0001343397,0.00005824055],"domain_scores_gemma":[0.9984565,0.0003261503,0.0007538875,0.0001125753,0.000123181,0.0002276453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645077,0.00008664921,0.9853004,0.00006730906,0.00007534686,0.0005448299,0.000039715,0.00008137511,0.001477374,0.00003128204,0.0002314613,0.01189978],"study_design_scores_gemma":[0.00009804014,0.001025053,0.9781164,0.0000491838,0.0001384069,0.01664632,0.0001031401,0.0005198565,0.001787679,0.0001022251,0.001404573,0.000009169516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997674,0.001079923,0.000479873,0.00004163729,0.00002156712,0.0000140553,0.000160092,0.0000120835,0.0005168088],"genre_scores_gemma":[0.9978853,0.0006306082,0.0005390443,0.00006008878,0.00009302412,0.00001481332,0.0005950033,0.000003299612,0.0001787978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00160642,"threshold_uncertainty_score":0.005374074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1845635296","doi":"10.1016/j.jacc.2015.05.049","title":"Clinical Trial Design Principles and Endpoint Definitions for Transcatheter Mitral Valve Repair and Replacement: Part 2: Endpoint Definitions","year":2015,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":574,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Mitral regurgitation; Clinical trial; Clinical endpoint; Mitral valve; Heart failure; Intensive care medicine; Cardiology; Internal medicine","authors":[{"name":"Gregg W. Stone","is_ca":false},{"name":"David Adams","is_ca":false},{"name":"William T. Abraham","is_ca":false},{"name":"A. Pieter Kappetein","is_ca":false},{"name":"Philippe Généreux","is_ca":true},{"name":"Pascal Vranckx","is_ca":false},{"name":"Roxana Mehran","is_ca":false},{"name":"Karl‐Heinz Kück","is_ca":false},{"name":"Martin B. Leon","is_ca":false},{"name":"Nicolò Piazza","is_ca":true},{"name":"Stuart J. Head","is_ca":false},{"name":"Gerasimos Filippatos","is_ca":false},{"name":"Alec Vahanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1732421368236726,"gpt":0.3829350946271391,"spread":0.2096929578034665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4044161,0.005962281,0.01272307,0.006151867,0.002968132,0.009630009,0.006179352,0.01237327,0.004390867],"category_scores_gemma":[0.3932387,0.00397711,0.01391648,0.005507871,0.005587214,0.004453028,0.004560803,0.02323677,0.003169826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003581776,"about_ca_system_score_gemma":0.01058597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004596754,"about_ca_topic_score_gemma":0.0007627626,"domain_scores_codex":[0.42037,0.4760341,0.07173954,0.008877154,0.02034248,0.002636745],"domain_scores_gemma":[0.6125368,0.2843762,0.03476441,0.03325941,0.03132305,0.003740065],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.04779792,0.002351393,0.01638098,0.06688995,0.02289094,0.0007043759,0.004489966,0.01311657,0.006777795,0.3575965,0.139379,0.3216247],"study_design_scores_gemma":[0.07228854,0.01367303,0.02372893,0.04097152,0.02339852,0.00269582,0.0005643443,0.03806441,0.0106323,0.3469285,0.4257046,0.001349341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006430985,0.03650089,0.7434531,0.01665203,0.006909986,0.172301,0.006087011,0.001416558,0.0102484],"genre_scores_gemma":[0.02778889,0.004985298,0.5091302,0.01328627,0.002583127,0.4374773,0.002675075,0.000395802,0.001678022],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5955839,"threshold_uncertainty_score":0.7344611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124968972","doi":"10.1161/circulationaha.106.632927","title":"Transapical Transcatheter Aortic Valve Implantation in Humans","year":2006,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":563,"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; Aortic valvuloplasty; Cardiopulmonary bypass; Aortic valve; Aortic valve replacement; Cardiology; Cardiac skeleton; Ventricle; Stenosis; Surgery; Aortic valve stenosis; Internal medicine; Balloon; Catheter; Percutaneous; Stent","authors":[{"name":"Samuel V. Lichtenstein","is_ca":true},{"name":"Anson Cheung","is_ca":true},{"name":"Jian Ye","is_ca":true},{"name":"Christopher Thompson","is_ca":true},{"name":"Ronald G. Carere","is_ca":true},{"name":"Sanjeevan Pasupati","is_ca":true},{"name":"John G. Webb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01418147230012955,"gpt":0.3126867623674385,"spread":0.298505290067309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570302,0.0003101788,0.0003799227,0.0003989369,0.0003744551,0.001090148,0.0002983143,0.0005864539,0.004570075],"category_scores_gemma":[0.00187731,0.0001326713,0.0003348837,0.0002467285,0.0005927393,0.0003395069,0.0004916419,0.0007079752,0.001684607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831691,"about_ca_system_score_gemma":0.0003036344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001435195,"about_ca_topic_score_gemma":0.0001104283,"domain_scores_codex":[0.9993249,0.0003099201,0.00005132249,0.0001278073,0.0001227971,0.00006319804],"domain_scores_gemma":[0.9992216,0.0001753186,0.0001810492,0.0002030951,0.00007292425,0.00014609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.008227294,0.00490793,0.4730738,0.001849631,0.0007721848,0.01939359,0.001898589,0.0007269319,0.05613743,0.01434658,0.02006142,0.3986046],"study_design_scores_gemma":[0.001899307,0.04135944,0.5777726,0.001502515,0.0008810033,0.1708963,0.001611072,0.006194853,0.01948302,0.01377911,0.1644273,0.0001934866],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093751,0.02969094,0.02671278,0.00160102,0.001247644,0.0005035654,0.0006906521,0.0003220818,0.02985619],"genre_scores_gemma":[0.9793636,0.007704675,0.007591466,0.0008876636,0.0005429411,0.0003652026,0.0006565993,0.00003571595,0.002852053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004570075,"threshold_uncertainty_score":0.01528841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}