{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1961,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":1961,"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":"13d02e38f3c5","filters":{"topic":"Mechanical Circulatory Support Devices"}},"results":[{"id":"W2803603947","doi":"10.1056/nejmoa1800385","title":"Extracorporeal Membrane Oxygenation for Severe Acute Respiratory Distress Syndrome","year":2018,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2387,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"Ministère des Affaires Sociales et de la Santé; Cancer Research UK","keywords":"Extracorporeal membrane oxygenation; ARDS; Acute respiratory distress; Medicine; Oxygenation; Intensive care medicine; Respiratory distress; Anesthesia; Lung; Internal medicine","authors":[{"name":"Alain Combes","is_ca":false},{"name":"David Hajage","is_ca":false},{"name":"Gilles Capellier","is_ca":false},{"name":"Alexandre Demoule","is_ca":false},{"name":"Sylvain Lavoué","is_ca":false},{"name":"Christophe Guervilly","is_ca":false},{"name":"Daniel Da Silva","is_ca":false},{"name":"Lara Zafrani","is_ca":false},{"name":"Patrice Tirot","is_ca":false},{"name":"Benoît Veber","is_ca":false},{"name":"Éric Maury","is_ca":false},{"name":"Bruno Lévy","is_ca":false},{"name":"Yves Cohen","is_ca":false},{"name":"Christian Richard","is_ca":false},{"name":"Pierre Kalfon","is_ca":false},{"name":"Lila Bouadma","is_ca":false},{"name":"Hossein Mehdaoui","is_ca":false},{"name":"G. Béduneau","is_ca":false},{"name":"Guillaume Lebreton","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Daniel Brodie","is_ca":false},{"name":"Alain Mercat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02188629051577543,"gpt":0.2616372753085446,"spread":0.2397509847927692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006991565,0.0002816901,0.0004763218,0.0001935674,0.0002075221,0.0001710558,0.0001970884,0.0002650478,0.001529995],"category_scores_gemma":[0.001729962,0.00004246411,0.0003782692,0.000195779,0.0002009068,0.0001155445,0.0003139063,0.000633624,0.000235683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117864,"about_ca_system_score_gemma":0.0003727605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002396809,"about_ca_topic_score_gemma":0.000243466,"domain_scores_codex":[0.9995049,0.0002226712,0.00006257193,0.00004418709,0.0001072738,0.00005846719],"domain_scores_gemma":[0.9990552,0.0002955006,0.0003619064,0.00003561625,0.00006089444,0.0001908712],"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":[0.01540117,0.001804955,0.5134716,0.004836032,0.001709966,0.005281418,0.0003505116,0.0009318598,0.01292644,0.0009493839,0.01283397,0.4295028],"study_design_scores_gemma":[0.003580036,0.01426241,0.9318642,0.001185807,0.0007304616,0.0224464,0.0002059225,0.001656578,0.00360281,0.001045646,0.01938734,0.00003234924],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390537,0.05222714,0.001728762,0.002215931,0.0005186527,0.0001985312,0.0002006666,0.00003977375,0.003816796],"genre_scores_gemma":[0.9902891,0.007492872,0.0005381448,0.000470854,0.0003837497,0.00006354959,0.0003593198,0.00000202031,0.0004004379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001529995,"threshold_uncertainty_score":0.00511831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922229775","doi":"10.1056/nejmoa1900486","title":"A Fully Magnetically Levitated Left Ventricular Assist Device — Final Report","year":2019,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1260,"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":"Abbott Laboratories","keywords":"Axial-flow pump; Medicine; Centrifugal pump; Ventricular assist device; Stroke (engine); Relative risk; Surgery; Confidence interval; Destination therapy; Cardiology; Internal medicine; Heart failure; Impeller; Reciprocating pump; Mechanical engineering; Variable displacement pump; Engineering","authors":[{"name":"Mandeep R. Mehra","is_ca":false},{"name":"Nir Uriel","is_ca":false},{"name":"Yoshifumi Naka","is_ca":false},{"name":"Joseph C. Cleveland","is_ca":false},{"name":"M. Yuzefpolskaya","is_ca":false},{"name":"Christopher T. Salerno","is_ca":false},{"name":"Mary Norine Walsh","is_ca":false},{"name":"Carmelo A. Milano","is_ca":false},{"name":"Chetan B. Patel","is_ca":false},{"name":"Steven W. Hutchins","is_ca":false},{"name":"John Ransom","is_ca":false},{"name":"Gregory A. Ewald","is_ca":false},{"name":"Akinobu Itoh","is_ca":false},{"name":"Nirav Raval","is_ca":false},{"name":"Scott Silvestry","is_ca":false},{"name":"Rebecca Cogswell","is_ca":false},{"name":"Ranjit John","is_ca":false},{"name":"Arvind Bhimaraj","is_ca":false},{"name":"Brian A. Bruckner","is_ca":false},{"name":"Brian D. Lowes","is_ca":false},{"name":"John Um","is_ca":false},{"name":"Valluvan Jeevanandam","is_ca":false},{"name":"Gabriel Sayer","is_ca":false},{"name":"Abeel A. Mangi","is_ca":false},{"name":"Ezequiel Molina","is_ca":false},{"name":"Farooq H. Sheikh","is_ca":false},{"name":"Keith D. Aaronson","is_ca":false},{"name":"Francis D. Pagani","is_ca":false},{"name":"William Cotts","is_ca":false},{"name":"Antone Tatooles","is_ca":false},{"name":"Ashok Babu","is_ca":true},{"name":"Don Chomsky","is_ca":true},{"name":"Jason N. Katz","is_ca":false},{"name":"P. Tessmann","is_ca":false},{"name":"David A. Dean","is_ca":false},{"name":"Arun Krishnamoorthy","is_ca":false},{"name":"Joyce Chuang","is_ca":false},{"name":"Ia Topuria","is_ca":false},{"name":"Poornima Sood","is_ca":false},{"name":"Daniel J. Goldstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01693563226404921,"gpt":0.2403967257389046,"spread":0.2234610934748554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003711103,0.0007166362,0.001473092,0.0002076157,0.0002967703,0.001047324,0.0005572609,0.00111228,0.005799993],"category_scores_gemma":[0.003493358,0.0002858407,0.002444278,0.0001604411,0.0004732102,0.0007310866,0.0003303161,0.001823751,0.001082425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389966,"about_ca_system_score_gemma":0.0007088241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001737433,"about_ca_topic_score_gemma":0.0004116167,"domain_scores_codex":[0.9985165,0.0008321037,0.0001074183,0.0001720103,0.0001775765,0.000194476],"domain_scores_gemma":[0.9979265,0.0006763928,0.0005041955,0.0002586272,0.0002383977,0.0003959718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.8972484,0.003203425,0.007031402,0.001245523,0.00385348,0.0001402737,0.00006461219,0.001454578,0.003770644,0.0005856684,0.01312513,0.06827676],"study_design_scores_gemma":[0.8275658,0.1294581,0.02370613,0.0002511056,0.003549262,0.0002610042,0.00003649867,0.001649735,0.002901109,0.0008580647,0.009714074,0.00004907632],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408199,0.0173344,0.006559333,0.003537612,0.002485269,0.005030963,0.01025591,0.0004671655,0.01350958],"genre_scores_gemma":[0.9785442,0.001837693,0.002787587,0.002866216,0.001108917,0.003364502,0.00548556,0.00004127065,0.003964005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005799993,"threshold_uncertainty_score":0.01962644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945771063","doi":"10.1002/ccd.28329","title":"SCAI clinical expert consensus statement on the classification of cardiogenic shock","year":2019,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1014,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Cardiogenic shock; Medicine; Intensive care medicine; Myocardial infarction; Intensive care; Psychological intervention; Cardiology; Internal medicine; Medical emergency; Nursing","authors":[{"name":"David A. Baran","is_ca":false},{"name":"Cindy L. Grines","is_ca":false},{"name":"Steven R. Bailey","is_ca":false},{"name":"Daniel Burkhoff","is_ca":false},{"name":"Shelley Hall","is_ca":false},{"name":"Timothy D. Henry","is_ca":false},{"name":"Steven M. Hollenberg","is_ca":false},{"name":"Navin K. Kapur","is_ca":false},{"name":"William W. O’Neill","is_ca":false},{"name":"Joseph P. Ornato","is_ca":false},{"name":"Kelly Stelling","is_ca":false},{"name":"Hölger Thiele","is_ca":false},{"name":"Sean van Diepen","is_ca":true},{"name":"Srihari S. Naidu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06873049936058886,"gpt":0.2995416542185546,"spread":0.2308111548579657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04567228,0.002596613,0.004528165,0.01020436,0.002592713,0.004382326,0.008815866,0.007810296,0.004569359],"category_scores_gemma":[0.05566327,0.001028888,0.006026094,0.005079352,0.003095603,0.00190181,0.004251411,0.008721544,0.005492433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005958521,"about_ca_system_score_gemma":0.01990212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0139954,"about_ca_topic_score_gemma":0.009037281,"domain_scores_codex":[0.9762356,0.008937758,0.00738774,0.0009361096,0.005431786,0.001071151],"domain_scores_gemma":[0.9138685,0.01803745,0.00909339,0.002134572,0.05235397,0.004512141],"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":[0.0005919267,0.0002587125,0.0113716,0.008138477,0.0007122127,0.0009106334,0.000807418,0.003363092,0.001372313,0.009714006,0.7431307,0.2196289],"study_design_scores_gemma":[0.001350557,0.0007395681,0.05704937,0.05232459,0.002172628,0.003728774,0.00253682,0.009692765,0.003072062,0.03516834,0.8315757,0.0005888967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02103404,0.1784508,0.1861861,0.3737209,0.07135265,0.02340984,0.02677446,0.002766971,0.1163043],"genre_scores_gemma":[0.1324299,0.1337958,0.4763534,0.06514687,0.03014645,0.03816711,0.08764673,0.001152953,0.03516074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04567228,"threshold_uncertainty_score":0.241541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089328061","doi":"10.1016/s0140-6736(20)32008-0","title":"Extracorporeal membrane oxygenation support in COVID-19: an international cohort study of the Extracorporeal Life Support Organization registry","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":939,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health; Extracorporeal Life Support Organization; Baxter International","keywords":"Extracorporeal membrane oxygenation; Extracorporeal; Coronavirus disease 2019 (COVID-19); Medicine; Cohort; Life support; 2019-20 coronavirus outbreak; Cohort study; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Respiratory failure; Acute respiratory failure; Emergency medicine; Internal medicine; Virology; Disease; Mechanical ventilation; Outbreak; Infectious disease (medical specialty)","authors":[{"name":"Ryan P. Barbaro","is_ca":false},{"name":"Graeme MacLaren","is_ca":false},{"name":"Philip S. Boonstra","is_ca":false},{"name":"Theodore J. Iwashyna","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Robert H. Bartlett","is_ca":false},{"name":"Joseph E. Tonna","is_ca":false},{"name":"Robert Hyslop","is_ca":false},{"name":"Jeffrey J. Fanning","is_ca":false},{"name":"Peter Rycus","is_ca":false},{"name":"Steve Hyer","is_ca":false},{"name":"Marc Anders","is_ca":false},{"name":"Cara Agerstrand","is_ca":false},{"name":"Katarzyna Hryniewicz","is_ca":false},{"name":"Rodrigo Díaz","is_ca":false},{"name":"Roberto Lorusso","is_ca":false},{"name":"Alain Combes","is_ca":false},{"name":"Daniel Brodie","is_ca":false},{"name":"Peta Alexander","is_ca":false},{"name":"Nicholas Barrett","is_ca":false},{"name":"Jan Bělohlávek","is_ca":false},{"name":"Dale Fisher","is_ca":false},{"name":"John F. Fraser","is_ca":false},{"name":"Ali Ait Hssain","is_ca":false},{"name":"Jae Sung Jung","is_ca":false},{"name":"Michael McMullan","is_ca":false},{"name":"Yatin Mehta","is_ca":false},{"name":"Mark Ogino","is_ca":false},{"name":"Matthew L. Paden","is_ca":false},{"name":"Kiran Shekar","is_ca":false},{"name":"Christine Stead","is_ca":false},{"name":"Yasir Abu-Omar","is_ca":false},{"name":"Vanni Agnoletti","is_ca":false},{"name":"Anzila Akbar","is_ca":false},{"name":"Huda Alfoudri","is_ca":false},{"name":"Carlos L. Alviar","is_ca":false},{"name":"Vladimir Aronsky","is_ca":false},{"name":"Erin August","is_ca":false},{"name":"Georg Auzinger","is_ca":false},{"name":"Hilda Aveja","is_ca":false},{"name":"Rhonda Bakken","is_ca":false},{"name":"Joan Balcells","is_ca":false},{"name":"Sripal Bangalore","is_ca":false},{"name":"Bernard W. Barnes","is_ca":false},{"name":"Alaiza Bautista","is_ca":false},{"name":"Lorraine L. Bellows","is_ca":false},{"name":"Felipe Beltran","is_ca":false},{"name":"Peyman Benharash","is_ca":false},{"name":"Marco Benni","is_ca":false},{"name":"Jennifer Berg","is_ca":false},{"name":"Pietro Bertini","is_ca":false},{"name":"Pablo Blanco-Schweizer","is_ca":false},{"name":"Melissa E. Brunsvold","is_ca":false},{"name":"Jenny Budd","is_ca":false},{"name":"Debra Camp","is_ca":false},{"name":"Mark Caridi-Scheible","is_ca":false},{"name":"Edmund G. Carton","is_ca":false},{"name":"Elena Casanova-Ghosh","is_ca":false},{"name":"Anthony W. Castleberry","is_ca":false},{"name":"Christopher T. Chipongian","is_ca":false},{"name":"Chang Woo Choi","is_ca":false},{"name":"Alessandro Circelli","is_ca":false},{"name":"Elliott S. Cohen","is_ca":false},{"name":"Michael L. Collins","is_ca":false},{"name":"Scott C. Copus","is_ca":false},{"name":"Jill Coy","is_ca":false},{"name":"Brandon Crist","is_ca":false},{"name":"Leonora Cruz","is_ca":false},{"name":"Mirosław Czuczwar","is_ca":false},{"name":"Mani A. Daneshmand","is_ca":false},{"name":"Daniel Davis","is_ca":false},{"name":"Kim De La Cruz","is_ca":false},{"name":"Cyndie Devers","is_ca":false},{"name":"Toni Duculan","is_ca":false},{"name":"Lucian A. Durham","is_ca":false},{"name":"Subbarao Elapavaluru","is_ca":false},{"name":"Carlos V. Elzo Kraemer","is_ca":false},{"name":"Jillian Fitzgerald","is_ca":false},{"name":"Giuseppe Foti","is_ca":false},{"name":"Matthew P. Fox","is_ca":false},{"name":"David Fritschen","is_ca":false},{"name":"David A. Fullerton","is_ca":false},{"name":"Elton Gelandt","is_ca":false},{"name":"Stacy Gerle","is_ca":false},{"name":"Marco Giani","is_ca":false},{"name":"Si Guim Goh","is_ca":false},{"name":"Sara Govener","is_ca":false},{"name":"Julie Grone","is_ca":false},{"name":"Miles Guber","is_ca":false},{"name":"Vadim Gudzenko","is_ca":false},{"name":"Daniel Gutteridge","is_ca":false},{"name":"Jennifer Guy","is_ca":false},{"name":"Jonathan W. Haft","is_ca":false},{"name":"Cameron L. Hall","is_ca":false},{"name":"Ibrahim Fawzy Hassan","is_ca":false},{"name":"Rubén Herrán","is_ca":false},{"name":"Hitoshi Hirose","is_ca":false},{"name":"Abdulsalam Saif Ibrahim","is_ca":false},{"name":"Don Igielski","is_ca":false},{"name":"Felicia A. Ivascu","is_ca":false},{"name":"Jaume Izquierdo-Blasco","is_ca":false},{"name":"Julie Jackson","is_ca":false},{"name":"Harsh Jain","is_ca":false},{"name":"Bhavini Jaiswal","is_ca":false},{"name":"Andrea C. Johnson","is_ca":false},{"name":"Jenniver A. Jurynec","is_ca":false},{"name":"Norma M Kellter","is_ca":false},{"name":"Adam Kohl","is_ca":false},{"name":"Zachary N. Kon","is_ca":false},{"name":"Markus Kredel","is_ca":false},{"name":"Karen Kriska","is_ca":false},{"name":"Chandra Kunavarapu","is_ca":false},{"name":"Oude Lansink-Hartgring","is_ca":false},{"name":"Jeliene LaRocque","is_ca":false},{"name":"Sharon B. Larson","is_ca":false},{"name":"Tracie Layne","is_ca":false},{"name":"Stéphane Ledot","is_ca":false},{"name":"Napolitan Lena","is_ca":false},{"name":"Jon Lillie","is_ca":false},{"name":"Gösta Lotz","is_ca":false},{"name":"Mark Lucas","is_ca":false},{"name":"Lee Ludwigson","is_ca":false},{"name":"Jacinta J. Maas","is_ca":false},{"name":"Joanna Maertens","is_ca":false},{"name":"David Mast","is_ca":false},{"name":"Scott T. McCardle","is_ca":false},{"name":"Bernard McDonald","is_ca":false},{"name":"Allison J. McLarty","is_ca":false},{"name":"Chelsea McMahon","is_ca":false},{"name":"Patrick Meybohm","is_ca":false},{"name":"Bart Meyns","is_ca":false},{"name":"Casey Miller","is_ca":false},{"name":"Fernando M F Didier Neto","is_ca":false},{"name":"Kelly Morris","is_ca":false},{"name":"Ralf M. Muellenbach","is_ca":false},{"name":"Meghan Nicholson","is_ca":false},{"name":"Serena O’Brien","is_ca":false},{"name":"Kathryn O’Keefe","is_ca":false},{"name":"Tawnya Ogston","is_ca":false},{"name":"Gary Oldenburg","is_ca":false},{"name":"Fabiana Maria Rodrigues Lopes de Oliveira","is_ca":false},{"name":"Emily Oppel","is_ca":false},{"name":"D. Chaparro Pardo","is_ca":false},{"name":"Sara J. Parker","is_ca":false},{"name":"Finn Møller Pedersen","is_ca":false},{"name":"Crescens Pellecchia","is_ca":false},{"name":"Jose A.S. Pelligrini","is_ca":false},{"name":"Thao T.N. Pham","is_ca":false},{"name":"Ann R. Phillips","is_ca":false},{"name":"Tasneem Pirani","is_ca":false},{"name":"Paweł Piwowarczyk","is_ca":false},{"name":"Robert Plambeck","is_ca":false},{"name":"William Pruett","is_ca":false},{"name":"Brittany Quandt","is_ca":false},{"name":"Kollengode Ramanathan","is_ca":false},{"name":"Alejandro Rey","is_ca":false},{"name":"Christian Reyher","is_ca":false},{"name":"Rachel Roberts","is_ca":false},{"name":"David Roe","is_ca":false},{"name":"Peter P. Roeleveld","is_ca":false},{"name":"Janet Rudy","is_ca":false},{"name":"Luis F. Rueda","is_ca":false},{"name":"Emanuele Russo","is_ca":false},{"name":"Jesús Sánchez Ballesteros","is_ca":false},{"name":"Nancy Satou","is_ca":false},{"name":"Maurício Guidi Saueressig","is_ca":false},{"name":"Paul Saunders","is_ca":false},{"name":"Margaret Schlotterbeck","is_ca":false},{"name":"Patrícia Schwarz","is_ca":false},{"name":"Nicole Scriven","is_ca":false},{"name":"Alexis Serra","is_ca":false},{"name":"Mohammad Shamsah","is_ca":false},{"name":"Lucy Sim","is_ca":false},{"name":"Alexandra Smart","is_ca":false},{"name":"Adam Smith","is_ca":false},{"name":"Deane E. Smith","is_ca":false},{"name":"Maggie Smith","is_ca":false},{"name":"Neel R. Sodha","is_ca":false},{"name":"Michael Sonntagbauer","is_ca":false},{"name":"Marc Sorenson","is_ca":false},{"name":"Eric B Stallkamp","is_ca":false},{"name":"Allison J. Stewart","is_ca":false},{"name":"K Swartz","is_ca":false},{"name":"Koji Takeda","is_ca":false},{"name":"Shaun Thompson","is_ca":false},{"name":"Bridget Toy","is_ca":false},{"name":"Divina Tuazon","is_ca":false},{"name":"Makoto Uchiyama","is_ca":false},{"name":"Obiora I. Udeozo","is_ca":false},{"name":"Scott Van Poppel","is_ca":false},{"name":"Corey E. Ventetuolo","is_ca":false},{"name":"Leen Vercaemst","is_ca":false},{"name":"Nguyễn Văn Vĩnh Châu","is_ca":false},{"name":"I‐Wen Wang","is_ca":false},{"name":"Carrie Williamson","is_ca":false},{"name":"Brock Wilson","is_ca":false},{"name":"Helen Winkels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04066822214867474,"gpt":0.2725046801807648,"spread":0.2318364580320901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074598,0.0006106494,0.0008626016,0.001466859,0.001064003,0.002324205,0.001123918,0.001123766,0.001770882],"category_scores_gemma":[0.004768788,0.000823088,0.001160144,0.004159549,0.0004993203,0.001634181,0.001654257,0.001812948,0.0004971334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006146441,"about_ca_system_score_gemma":0.0009190675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090488,"about_ca_topic_score_gemma":0.01398777,"domain_scores_codex":[0.9977059,0.0004867693,0.0002503345,0.0008149695,0.0003074903,0.0004345014],"domain_scores_gemma":[0.9953063,0.000469886,0.001825081,0.001184608,0.0006009853,0.0006131678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444774,0.00003577413,0.9981043,0.00001024272,0.0001943073,0.00006567749,0.0001269623,0.0000243401,0.0001903863,0.00009545299,0.0004742321,0.0004337055],"study_design_scores_gemma":[0.00003949692,0.00007114655,0.9983299,0.00002008966,0.000155538,0.0001902605,0.0004678165,0.0001690376,0.0000469055,0.00005939604,0.0004362935,0.00001410095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930955,0.0005058966,0.0003157766,0.0001432541,0.00003841747,0.00004263086,0.004627404,0.000008742442,0.001222371],"genre_scores_gemma":[0.9947502,0.0002612936,0.0002301575,0.0001146763,0.00003933691,0.00006049983,0.004203692,0.00001822151,0.0003219414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090488,"threshold_uncertainty_score":0.0216828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805115770","doi":"10.1002/ejhf.1236","title":"Advanced Heart Failure: A Position Statement of the Heart Failure Association of the European Society of Cardiology","year":2018,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":858,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Servier; GlaxoSmithKline; Deutsche Forschungsgemeinschaft; Astellas Pharma; Abiomed; HeartWare; European Society of Cardiology; Vifor Pharma; Pfizer; Thoratec Corporation; Sanofi; Respicardia; Abbott Vascular; St. Jude Medical; ZOLL Medical Corporation; AstraZeneca; Amgen","keywords":"Medicine; Heart failure; Cardiogenic shock; Intensive care medicine; Heart transplantation; Decompensation; Canadian Cardiovascular Society; Ejection fraction; Destination therapy; Quality of life (healthcare); Population; Inotrope; Internal medicine; Management of heart failure; Cardiology; Myocardial infarction; Angina","authors":[{"name":"María G. Crespo‐Leiro","is_ca":false},{"name":"Marco Metra","is_ca":false},{"name":"Lars H. Lund","is_ca":false},{"name":"Davor Miličić","is_ca":false},{"name":"Maria Rosa Costanzo","is_ca":false},{"name":"Gerasimos Filippatos","is_ca":false},{"name":"Finn Gustafsson","is_ca":false},{"name":"Steven Tsui","is_ca":false},{"name":"Eduardo Barge‐Caballero","is_ca":false},{"name":"Nicolaas de Jonge","is_ca":false},{"name":"Maria Frigerio","is_ca":false},{"name":"Righab Hamdan","is_ca":false},{"name":"Tal Hasin","is_ca":false},{"name":"Martin Hülsmann","is_ca":false},{"name":"Sanem Nalbantgil","is_ca":false},{"name":"Luciano Potena","is_ca":false},{"name":"Johann Bauersachs","is_ca":false},{"name":"Aggeliki Gkouziouta","is_ca":false},{"name":"Arjang Ruhparwar","is_ca":false},{"name":"Arsen Ristić","is_ca":false},{"name":"Ewa Straburzyńska‐Migaj","is_ca":false},{"name":"Theresa A. McDonagh","is_ca":false},{"name":"Petar Seferović","is_ca":false},{"name":"Frank Ruschitzka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01715266276855578,"gpt":0.2513190046286951,"spread":0.2341663418601393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01406086,0.001799315,0.002154422,0.002971031,0.002204766,0.00552477,0.002580833,0.009776815,0.004053368],"category_scores_gemma":[0.01418808,0.0006544986,0.001820996,0.002009074,0.002844524,0.003234133,0.003681705,0.01851869,0.005319727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001923659,"about_ca_system_score_gemma":0.01269953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536235,"about_ca_topic_score_gemma":0.008249332,"domain_scores_codex":[0.9940316,0.001190179,0.001133686,0.0004592144,0.002549418,0.0006360026],"domain_scores_gemma":[0.9774098,0.003706427,0.002644096,0.0006055375,0.01018263,0.005451512],"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":[0.00005785203,0.00009987873,0.001560583,0.0007719529,0.00004758969,0.0002418692,0.0002289496,0.0001372158,0.0003560616,0.004259874,0.8777788,0.1144594],"study_design_scores_gemma":[0.00006751846,0.00008424118,0.004686433,0.003705709,0.00007244128,0.0006290961,0.0003106169,0.0001932611,0.0001608658,0.004113259,0.9859188,0.00005778388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001411761,0.1696056,0.003255698,0.5593218,0.2438954,0.0004060313,0.0008802714,0.000194829,0.02102872],"genre_scores_gemma":[0.01802057,0.3380324,0.01899452,0.1926955,0.3896879,0.001479174,0.003764064,0.0004218248,0.03690399],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01406086,"threshold_uncertainty_score":0.0743618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1484146179","doi":"10.1002/ejhf.260","title":"Clinical Picture and Risk Prediction of Short-Term Mortality in Cardiogenic Shock","year":2015,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":792,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Surgical Specialties (Canada)","funders":"Medicines Company; Aarne Koskelon Säätiö; Alere","keywords":"Cardiogenic shock; Medicine; Term (time); Shock (circulatory); Heart failure; Cardiology; Internal medicine; Intensive care medicine; Myocardial infarction","authors":[{"name":"Veli‐Pekka Harjola","is_ca":false},{"name":"Johan Lassus","is_ca":false},{"name":"Alessandro Sionís","is_ca":false},{"name":"Lars Køber","is_ca":false},{"name":"Tuukka Tarvasmäki","is_ca":false},{"name":"Jindřich Špinar","is_ca":false},{"name":"John Parissis","is_ca":false},{"name":"Marek Banaszewski","is_ca":false},{"name":"José Silva‐Cardoso","is_ca":false},{"name":"Valentina Carubelli","is_ca":true},{"name":"Salvatore Di Somma","is_ca":false},{"name":"Heli Tolppanen","is_ca":false},{"name":"Uwe Zeymer","is_ca":false},{"name":"Hölger Thiele","is_ca":false},{"name":"Markku S. Nieminen","is_ca":false},{"name":"Alexandre Mebazaa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03833665459214959,"gpt":0.269779536673242,"spread":0.2314428820810924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007903411,0.0004037632,0.0002981301,0.0007218617,0.000234983,0.0006486563,0.0002993011,0.0005576265,0.001013616],"category_scores_gemma":[0.003074542,0.0001411029,0.0003313468,0.0004818079,0.0002902018,0.0004963786,0.00053635,0.0005728088,0.0001994452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002076929,"about_ca_system_score_gemma":0.0002719678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001068826,"about_ca_topic_score_gemma":0.001274972,"domain_scores_codex":[0.9996489,0.0001229951,0.00005737347,0.000058582,0.000067166,0.00004494478],"domain_scores_gemma":[0.9978786,0.0003742167,0.001019565,0.00006866243,0.00023584,0.0004231693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398616,0.00002490285,0.9989235,0.00001051483,0.00002860814,0.00003864643,0.00001292232,0.00004637094,0.00007687469,0.000005066119,0.0000407249,0.0006519773],"study_design_scores_gemma":[0.000009761133,0.0001430215,0.9991114,0.000008151424,0.00001867199,0.0002181837,0.00005959721,0.0003236645,0.00003660818,0.00002439612,0.00004287921,0.000003764149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989796,0.000419792,0.0001167966,0.00005867329,0.00001084607,0.000008811578,0.0002029411,0.000002719999,0.0001997548],"genre_scores_gemma":[0.9993544,0.0001027775,0.00009930725,0.00002072792,0.00002555855,0.000005906965,0.0003344974,7.208994e-7,0.00005605741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001068826,"threshold_uncertainty_score":0.004179776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112733348","doi":"10.1164/rccm.201409-1634oc","title":"Association of Hospital-Level Volume of Extracorporeal Membrane Oxygenation Cases and Mortality. Analysis of the Extracorporeal Life Support Organization Registry","year":2015,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":768,"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":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Extracorporeal Life Support Organization; University of Southern California","keywords":"Medicine; Extracorporeal membrane oxygenation; Odds ratio; Interquartile range; Confidence interval; Logistic regression; Mortality rate; Subgroup analysis; Pediatrics; Emergency medicine; Internal medicine","authors":[{"name":"Ryan P. Barbaro","is_ca":false},{"name":"Folafoluwa O. Odetola","is_ca":false},{"name":"Kelley M. Kidwell","is_ca":false},{"name":"Matthew L. Paden","is_ca":false},{"name":"Robert H. Bartlett","is_ca":false},{"name":"Matthew M. Davis","is_ca":false},{"name":"Gail M. Annich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02614165442573673,"gpt":0.2741083014754513,"spread":0.2479666470497146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770696,0.000197002,0.0003073174,0.001958655,0.000183002,0.0004771074,0.0005494601,0.0002264331,0.001186723],"category_scores_gemma":[0.006765248,0.0002002818,0.000511996,0.002679141,0.0002426362,0.000550307,0.0006894864,0.0004078557,0.0001614877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004665246,"about_ca_system_score_gemma":0.0008058283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312599,"about_ca_topic_score_gemma":0.004695601,"domain_scores_codex":[0.9984249,0.0003633384,0.0004026615,0.0003411562,0.0003173541,0.0001506961],"domain_scores_gemma":[0.9871554,0.001460499,0.009468375,0.000524189,0.0007232528,0.000668303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001539011,0.000003813867,0.999385,0.000005208883,0.00001873733,0.000007331076,0.00000631736,0.00004677006,0.0000242471,0.00001089093,0.00008736755,0.0003889983],"study_design_scores_gemma":[0.000003098594,0.00001990529,0.9990284,0.000007338308,0.00001649111,0.0001377881,0.00003569351,0.0005226538,0.00007005432,0.00001962773,0.000136844,0.000002052604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931322,0.0004293496,0.0005519973,0.0001321211,0.00001012051,0.00003544834,0.004784063,0.00002377464,0.0009009842],"genre_scores_gemma":[0.9959155,0.0001193151,0.0003848036,0.00002094749,0.0000135751,0.00003119042,0.003426523,0.000005100761,0.00008311713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004312599,"threshold_uncertainty_score":0.009364426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012589941","doi":"10.1016/s0735-1097(00)00879-2","title":"Cardiogenic shock complicating acute myocardial infarction—etiologies, management and outcome: a report from the SHOCK Trial Registry","year":2000,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":718,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Vancouver Hospital and Health Sciences Centre","funders":"National Heart, Lung, and Blood Institute; American Heart Association","keywords":"Medicine; Cardiogenic shock; Myocardial infarction; Shock (circulatory); Etiology; Cardiology; Internal medicine; Intensive care medicine; Emergency medicine","authors":[{"name":"Judith S. Hochman","is_ca":false},{"name":"Christopher E. Buller","is_ca":true},{"name":"Lynn A. Sleeper","is_ca":false},{"name":"Jean Boland","is_ca":false},{"name":"Vladimír Džavík","is_ca":true},{"name":"Timothy A. Sanborn","is_ca":false},{"name":"Emilie Godfrey","is_ca":false},{"name":"Harvey D. White","is_ca":false},{"name":"John Lim","is_ca":false},{"name":"Thierry H. LeJemtel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01713516917988777,"gpt":0.2533849420931055,"spread":0.2362497729132177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002014204,0.0005726265,0.001530756,0.0006743849,0.000581296,0.001776979,0.0005542252,0.0008765127,0.001050947],"category_scores_gemma":[0.002989727,0.0004506228,0.001188613,0.002278763,0.0003361523,0.001206585,0.0009488066,0.001138472,0.0003027049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509337,"about_ca_system_score_gemma":0.0008737194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951929,"about_ca_topic_score_gemma":0.003399597,"domain_scores_codex":[0.9986089,0.0005011405,0.0002183745,0.0002552129,0.0002360982,0.0001803858],"domain_scores_gemma":[0.9975751,0.0005644122,0.00091314,0.0003321522,0.0002295542,0.0003856224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007187505,0.0003481751,0.9848338,0.00008063138,0.001199637,0.0002675603,0.00007460804,0.0002056433,0.0004393013,0.0001256047,0.002418129,0.002819334],"study_design_scores_gemma":[0.002249707,0.000560483,0.9936387,0.00003295921,0.001143496,0.000464934,0.0002624373,0.0005443335,0.0001461023,0.0001775018,0.0007500817,0.00002924338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914709,0.001119942,0.0003168458,0.0003713865,0.0000692302,0.0001050383,0.005431555,0.00001621442,0.001098802],"genre_scores_gemma":[0.9846259,0.0009894972,0.0002656533,0.0003689356,0.0002504217,0.0002864223,0.0127896,0.00001127647,0.0004123032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002014204,"threshold_uncertainty_score":0.01065224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791860925","doi":"10.1056/nejmoa1800866","title":"Two-Year Outcomes with a Magnetically Levitated Cardiac Pump in Heart Failure","year":2018,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":712,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Abbott (Canada)","funders":"Abbott Pharmaceuticals","keywords":"Heart failure; Cardiology; Internal medicine; Medicine","authors":[{"name":"Mandeep R. Mehra","is_ca":false},{"name":"Daniel J. Goldstein","is_ca":false},{"name":"Nir Uriel","is_ca":false},{"name":"Joseph C. Cleveland","is_ca":false},{"name":"M. Yuzefpolskaya","is_ca":false},{"name":"Christopher T. Salerno","is_ca":false},{"name":"Mary Norine Walsh","is_ca":false},{"name":"Carmelo A. Milano","is_ca":false},{"name":"Chetan B. Patel","is_ca":false},{"name":"Gregory A. Ewald","is_ca":false},{"name":"Akinobu Itoh","is_ca":false},{"name":"David A. Dean","is_ca":false},{"name":"Arun Krishnamoorthy","is_ca":false},{"name":"William Cotts","is_ca":false},{"name":"Antone Tatooles","is_ca":false},{"name":"Ulrich P. Jorde","is_ca":false},{"name":"Brian A. Bruckner","is_ca":false},{"name":"Jerry D. Estep","is_ca":false},{"name":"Valluvan Jeevanandam","is_ca":false},{"name":"Gabriel Sayer","is_ca":false},{"name":"Douglas Horstmanshof","is_ca":false},{"name":"James W. Long","is_ca":false},{"name":"Sanjeev Gulati","is_ca":false},{"name":"Eric Skipper","is_ca":false},{"name":"John B. O’Connell","is_ca":true},{"name":"Gerald J. Heatley","is_ca":true},{"name":"Poornima Sood","is_ca":true},{"name":"Yoshifumi Naka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0100837001636631,"gpt":0.2386127620505357,"spread":0.2285290618868726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002409524,0.0005306425,0.001046992,0.0002511413,0.0002514554,0.000614289,0.000303534,0.001038952,0.00237257],"category_scores_gemma":[0.002229749,0.0001367746,0.001667891,0.0001990829,0.0004977451,0.0005432736,0.0003295634,0.001201841,0.0001986727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005546,"about_ca_system_score_gemma":0.0004791593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002603634,"about_ca_topic_score_gemma":0.0003390326,"domain_scores_codex":[0.9990288,0.0006119771,0.0000745901,0.00009177583,0.00008241975,0.0001104645],"domain_scores_gemma":[0.9987948,0.0004156194,0.0003896129,0.00008322399,0.00007880158,0.0002379397],"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":[0.9052139,0.007322662,0.01975252,0.0008998347,0.002282313,0.0000790144,0.00006211987,0.001209339,0.002783182,0.0002156138,0.001185477,0.05899397],"study_design_scores_gemma":[0.4735265,0.4182314,0.09863614,0.0002245821,0.00240942,0.0002780615,0.00007653484,0.002214425,0.002464275,0.0004197649,0.001460268,0.00005864539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950348,0.003304475,0.0002142082,0.0002788297,0.0001320616,0.0001407123,0.000173927,0.00001488266,0.0007060937],"genre_scores_gemma":[0.9978668,0.0006466561,0.000252796,0.000235089,0.0002130202,0.0002208819,0.0002981222,0.000001946257,0.0002646837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409524,"threshold_uncertainty_score":0.01274288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160191138","doi":"10.1097/mat.0000000000001432","title":"Management of Adult Patients Supported with Venovenous Extracorporeal Membrane Oxygenation (VV ECMO): Guideline from the Extracorporeal Life Support Organization (ELSO)","year":2021,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":664,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute","keywords":"Extracorporeal membrane oxygenation; Medicine; Guideline; Life support; Intensive care medicine; Extracorporeal; Weaning; Respiratory failure; Anesthesia; Surgery; Internal medicine; Pathology","authors":[{"name":"Joseph E. Tonna","is_ca":false},{"name":"Darryl Abrams","is_ca":false},{"name":"Daniel Brodie","is_ca":false},{"name":"John C. Greenwood","is_ca":false},{"name":"Jose Alfonso Rubio Mateo-Sidrón","is_ca":false},{"name":"Asad Usman","is_ca":false},{"name":"Eddy Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007677082168252107,"gpt":0.1960632293106559,"spread":0.1883861471424038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012696,0.0006211344,0.0009799709,0.0008914859,0.0005176407,0.0008112357,0.001452913,0.002405731,0.00298035],"category_scores_gemma":[0.004643239,0.0002088538,0.001002007,0.0006687995,0.0003992493,0.0007661851,0.0006844896,0.002782827,0.003472941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000850924,"about_ca_system_score_gemma":0.00306433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006452014,"about_ca_topic_score_gemma":0.01585857,"domain_scores_codex":[0.9987715,0.0002909545,0.0004124561,0.00005500773,0.000386604,0.00008354363],"domain_scores_gemma":[0.9976943,0.0004425318,0.000391535,0.00003655444,0.001155554,0.0002794342],"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":[0.00005910322,0.00009461176,0.002074439,0.001524966,0.00004721711,0.0006692137,0.0001835259,0.0005772221,0.000817253,0.001774994,0.8124735,0.1797039],"study_design_scores_gemma":[0.0002488757,0.0002849885,0.01714282,0.01437067,0.0001879559,0.004742912,0.0003903149,0.001396015,0.000869599,0.004392389,0.9558884,0.00008508497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01928753,0.2919442,0.05623106,0.4338435,0.02008581,0.004225041,0.01787574,0.001968297,0.1545389],"genre_scores_gemma":[0.1000716,0.3412336,0.2396563,0.207787,0.01161664,0.007764898,0.03409912,0.0005276836,0.0572431],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.006452014,"threshold_uncertainty_score":0.01282895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974296394","doi":"10.1016/j.jacc.2019.07.077","title":"Cardiogenic Shock Classification to Predict Mortality in the Cardiac Intensive Care Unit","year":2019,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":540,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Cardiogenic shock; Coronary care unit; Internal medicine; Odds ratio; Cardiology; Intensive care unit; Confidence interval; Population; Shock (circulatory); Myocardial infarction","authors":[{"name":"Jacob C. Jentzer","is_ca":false},{"name":"Sean van Diepen","is_ca":true},{"name":"Gregory W. Barsness","is_ca":false},{"name":"Timothy D. Henry","is_ca":false},{"name":"Venu Menon","is_ca":false},{"name":"Charanjit S. Rihal","is_ca":false},{"name":"Srihari S. Naidu","is_ca":false},{"name":"David A. Baran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02303718055436831,"gpt":0.2644528826764467,"spread":0.2414157021220784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008570093,0.0005297208,0.00044563,0.001373853,0.0004352944,0.001228777,0.0005168545,0.0007130346,0.003626155],"category_scores_gemma":[0.003078056,0.0001569418,0.000719315,0.0005781383,0.0002477069,0.0005595581,0.0007201168,0.0009937955,0.0006255634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289013,"about_ca_system_score_gemma":0.0007725879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206869,"about_ca_topic_score_gemma":0.002870503,"domain_scores_codex":[0.999589,0.0001152281,0.00006336677,0.00004952695,0.0000707128,0.0001122129],"domain_scores_gemma":[0.9981114,0.0005311421,0.0004212645,0.00007249615,0.0003461596,0.0005175266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004097657,0.00006507702,0.9959431,0.00001135401,0.00006546082,0.00006639879,0.00002602253,0.0001902382,0.0001984466,0.00005391341,0.0006032918,0.002366925],"study_design_scores_gemma":[0.00005289045,0.0003223407,0.9933394,0.00004444327,0.0001172515,0.0002601217,0.0003926732,0.004641612,0.0001942719,0.0002151791,0.0004063499,0.00001346995],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962829,0.0004973761,0.0003706461,0.0002562237,0.0001286241,0.00002678657,0.000556876,0.00001226615,0.001868347],"genre_scores_gemma":[0.9985188,0.000112528,0.000215254,0.00006529101,0.00007268757,0.00001721591,0.0006146335,0.000004411527,0.0003791675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003626155,"threshold_uncertainty_score":0.01213074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146755035","doi":"10.1164/rccm.201404-0630cp","title":"Position Paper for the Organization of Extracorporeal Membrane Oxygenation Programs for Acute Respiratory Failure in Adult Patients","year":2014,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":513,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Observational study; Intensive care medicine; Modalities; Position paper; Psychological intervention; Health care; Acute respiratory failure; Position (finance); Clinical trial; Intensive care; Respiratory failure; Medical emergency; Nursing; Surgery; Mechanical ventilation","authors":[{"name":"Alain Combes","is_ca":false},{"name":"Daniel Brodie","is_ca":false},{"name":"Robert H. Bartlett","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Roy G. Brower","is_ca":false},{"name":"Steven A. Conrad","is_ca":false},{"name":"Daniel De Backer","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true},{"name":"James D. Fortenberry","is_ca":false},{"name":"John F. Fraser","is_ca":false},{"name":"Luciano Gattinoni","is_ca":false},{"name":"William R. Lynch","is_ca":false},{"name":"Graeme MacLaren","is_ca":false},{"name":"Alain Mercat","is_ca":false},{"name":"Thomas Mueller","is_ca":false},{"name":"Mark Ogino","is_ca":false},{"name":"Giles J. Peek","is_ca":false},{"name":"Vince Pellegrino","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Marco Ranieri","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Alain Vuylsteke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009298625764897726,"gpt":0.258426183902736,"spread":0.2491275581378383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009228988,0.001503904,0.0009459971,0.0007133016,0.002344252,0.006147629,0.002997515,0.01809417,0.03864719],"category_scores_gemma":[0.01623837,0.0004690851,0.001373114,0.000823259,0.0009931334,0.00256321,0.002101672,0.01058277,0.01988293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003925325,"about_ca_system_score_gemma":0.01884489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005726135,"about_ca_topic_score_gemma":0.0124875,"domain_scores_codex":[0.9942964,0.001205362,0.0006055117,0.0007663603,0.00204373,0.001082694],"domain_scores_gemma":[0.9800879,0.002542249,0.001624211,0.0006045267,0.005753353,0.009387739],"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":[0.000115793,0.0001073388,0.0005718771,0.0002096435,0.0000168251,0.0002092376,0.000072976,0.0001562058,0.0003384418,0.004281279,0.954217,0.03970346],"study_design_scores_gemma":[0.0001861328,0.0001645077,0.001644192,0.000676321,0.00002354983,0.0001365956,0.0001651393,0.0002560493,0.0003962204,0.001777164,0.9945486,0.00002549048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002361191,0.01086371,0.00235653,0.5868977,0.3288684,0.001111504,0.001387755,0.0001214345,0.06603184],"genre_scores_gemma":[0.02791871,0.03007825,0.02122496,0.1554049,0.280043,0.00291757,0.003176613,0.0005709514,0.478665],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03864719,"threshold_uncertainty_score":0.1292878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3029617361","doi":"10.1002/ejhf.1922","title":"Epidemiology, Pathophysiology and Contemporary Management of Cardiogenic Shock – A Position Statement from the Heart Failure Association of the European Society of Cardiology","year":2020,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":489,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Surgical Specialties (Canada)","funders":"Relypsa; Respicardia; Abbott Vascular; Servier; Pfizer; Vifor Pharma; Impulse Dynamics; HeartWare; Boston Scientific Corporation; Eisai; Sanofi; MyoKardia; Bristol-Myers Squibb; AstraZeneca; Amgen","keywords":"Medicine; Cardiogenic shock; Intensive care medicine; Heart failure; Clinical trial; Psychological intervention; Epidemiology; Harm; Translational research; Cardiology; Internal medicine; Pathology; Myocardial infarction; Nursing","authors":[{"name":"Ovidiu Chioncel","is_ca":false},{"name":"John Parissis","is_ca":false},{"name":"Alexandre Mebazaa","is_ca":false},{"name":"Hölger Thiele","is_ca":false},{"name":"Steffen Desch","is_ca":false},{"name":"Johann Bauersachs","is_ca":false},{"name":"Veli‐Pekka Harjola","is_ca":false},{"name":"Elena‐Laura Antohi","is_ca":false},{"name":"Mattia Arrigo","is_ca":false},{"name":"Tuvia Ben Gal","is_ca":false},{"name":"Jelena Čelutkienė","is_ca":false},{"name":"Sean P. Collins","is_ca":false},{"name":"Daniel De Backer","is_ca":false},{"name":"Vlad Anton Iliescu","is_ca":false},{"name":"Ewa A. Jankowska","is_ca":false},{"name":"Tiny Jaarsma","is_ca":false},{"name":"Kalliopi Keramida","is_ca":false},{"name":"Mitja Lainščak","is_ca":false},{"name":"Lars H. Lund","is_ca":false},{"name":"Alexander R. Lyon","is_ca":false},{"name":"Josep Masip","is_ca":false},{"name":"Marco Metra","is_ca":true},{"name":"Òscar Miró","is_ca":false},{"name":"Andrea Mortara","is_ca":false},{"name":"Christian Mueller","is_ca":false},{"name":"Wilfried Müllens","is_ca":false},{"name":"Maria Nikolaou","is_ca":false},{"name":"Massimo Piepoli","is_ca":false},{"name":"Susana Price","is_ca":false},{"name":"Giuseppe Rosano","is_ca":false},{"name":"Antoine Vieillard‐Baron","is_ca":false},{"name":"Jean Marc Weinstein","is_ca":false},{"name":"Stefan D. Anker","is_ca":false},{"name":"Gerasimos Filippatos","is_ca":false},{"name":"Frank Ruschitzka","is_ca":false},{"name":"Andrew J.S. Coats","is_ca":false},{"name":"Petar Seferović","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03431570527179768,"gpt":0.2601521100798038,"spread":0.2258364048080061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01165294,0.0009759705,0.002066178,0.002959374,0.0007322647,0.00400633,0.001959537,0.00336242,0.001223688],"category_scores_gemma":[0.01771139,0.0003820526,0.001439384,0.002208741,0.002011447,0.004717623,0.002139631,0.007107595,0.0009151445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676539,"about_ca_system_score_gemma":0.007042089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00199364,"about_ca_topic_score_gemma":0.002313969,"domain_scores_codex":[0.9964582,0.001099052,0.0009327008,0.0004147535,0.0009262376,0.0001690075],"domain_scores_gemma":[0.984867,0.00914738,0.002262073,0.0002617228,0.002770119,0.0006917047],"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":[0.0001722042,0.00009722397,0.004041485,0.01559727,0.0003974423,0.0003371304,0.000427575,0.0009032662,0.0004851422,0.01719481,0.1534191,0.8069274],"study_design_scores_gemma":[0.00008946507,0.0002720809,0.008849984,0.04512786,0.0007410781,0.001969108,0.0005622675,0.0006902856,0.0003528259,0.02544267,0.9157647,0.0001376339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003174542,0.9429897,0.0008652344,0.0509408,0.003841242,0.00002320382,0.00009686016,0.00002283985,0.0009027546],"genre_scores_gemma":[0.002954018,0.9758189,0.001680815,0.0101825,0.008880462,0.00005993149,0.0001879014,0.00001332491,0.0002222037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01165294,"threshold_uncertainty_score":0.06162733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116133966","doi":"10.1056/nejmoa1014164","title":"Prospective Trial of a Pediatric Ventricular Assist Device","year":2012,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":468,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; SickKids Foundation; Stollery Children's Hospital; Hospital for Sick Children; University of Toronto","funders":"U.S. Food and Drug Administration","keywords":"Medicine; Cohort; Prospective cohort study; Extracorporeal membrane oxygenation; Heart transplantation; Stroke (engine); Transplantation; Adverse effect; Surgery; Ventricular assist device; Internal medicine; Cohort study; Log-rank test; Proportional hazards model; Heart failure","authors":[{"name":"Charles D. Fraser","is_ca":false},{"name":"Robert D.B. Jaquiss","is_ca":false},{"name":"David N. Rosenthal","is_ca":false},{"name":"Tilman Humpl","is_ca":true},{"name":"Charles E. Canter","is_ca":false},{"name":"Eugene H. Blackstone","is_ca":false},{"name":"Rebecca Ichord","is_ca":false},{"name":"Lisa Bomgaars","is_ca":false},{"name":"James S. Tweddell","is_ca":false},{"name":"M. Patricia Massicotte","is_ca":true},{"name":"Mark W. Turrentine","is_ca":false},{"name":"Eric J. Devaney","is_ca":false},{"name":"Kathleen E. Carberry","is_ca":false},{"name":"Robert Kroslowitz","is_ca":false},{"name":"Christopher S. Almond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02024719538930844,"gpt":0.256031874592149,"spread":0.2357846792028406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002445604,0.0007799147,0.001061164,0.0001472151,0.0003047798,0.0008121093,0.0005127552,0.001096485,0.003822519],"category_scores_gemma":[0.002337124,0.0001852637,0.001053151,0.0002466438,0.0006853898,0.0004579699,0.000351449,0.002105951,0.000384031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260066,"about_ca_system_score_gemma":0.001270461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002405454,"about_ca_topic_score_gemma":0.0004813665,"domain_scores_codex":[0.9985296,0.000945238,0.0000931705,0.0002277842,0.00009792973,0.0001062411],"domain_scores_gemma":[0.9976483,0.0007397785,0.000799625,0.0001763267,0.0001207,0.0005151494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9259338,0.005145484,0.02736396,0.001036821,0.002357888,0.0001598346,0.00008309139,0.000575557,0.002508729,0.0005980609,0.002272419,0.03196427],"study_design_scores_gemma":[0.7390012,0.2238806,0.02721033,0.0002652931,0.001606476,0.0003656811,0.00006216085,0.0009163254,0.001557976,0.0004543803,0.004655218,0.00002437074],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866726,0.008287771,0.0006858276,0.001110631,0.0004605377,0.0008757709,0.0007396833,0.00002670623,0.001140425],"genre_scores_gemma":[0.9903984,0.002531826,0.001737717,0.001316279,0.000633791,0.001804176,0.0008523834,0.00000932327,0.0007162088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003822519,"threshold_uncertainty_score":0.01293379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922103361","doi":"10.1161/circoutcomes.119.005618","title":"Epidemiology of Shock in Contemporary Cardiac Intensive Care Units","year":2019,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":415,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; University of Alberta","funders":"National Heart, Lung, and Blood Institute; NIH Clinical Center; National Institutes of Health","keywords":"Cardiogenic shock; Medicine; Interquartile range; Myocardial infarction; Cardiology; Shock (circulatory); Internal medicine; Intensive care; Intensive care medicine","authors":[{"name":"David D. Berg","is_ca":false},{"name":"Erin A. Bohula","is_ca":false},{"name":"Sean van Diepen","is_ca":true},{"name":"Jason N. Katz","is_ca":false},{"name":"Carlos L. Alviar","is_ca":false},{"name":"Vivian M. Baird-Zars","is_ca":false},{"name":"Christopher F. Barnett","is_ca":false},{"name":"Gregory W. Barsness","is_ca":false},{"name":"James A. Burke","is_ca":false},{"name":"Paul Cremer","is_ca":false},{"name":"Jennifer Cruz","is_ca":false},{"name":"Lori B. Daniels","is_ca":false},{"name":"Andrew P. DeFilippis","is_ca":false},{"name":"Affan Haleem","is_ca":false},{"name":"Steven M. Hollenberg","is_ca":false},{"name":"James M. Horowitz","is_ca":false},{"name":"Norma Keller","is_ca":false},{"name":"Michael C. Kontos","is_ca":false},{"name":"Patrick R. Lawler","is_ca":true},{"name":"Venu Menon","is_ca":false},{"name":"Thomas S. Metkus","is_ca":false},{"name":"Jason Ng","is_ca":false},{"name":"Ryan Orgel","is_ca":false},{"name":"Christopher B. Overgaard","is_ca":true},{"name":"Jeong-Gun Park","is_ca":false},{"name":"Nicholas Phreaner","is_ca":false},{"name":"Robert O. Roswell","is_ca":false},{"name":"Steven P. Schulman","is_ca":false},{"name":"R. Jeffrey Snell","is_ca":false},{"name":"Michael A. Solomon","is_ca":false},{"name":"Bradley Ternus","is_ca":false},{"name":"Wayne Tymchak","is_ca":true},{"name":"Fnu Vikram","is_ca":false},{"name":"David A. Morrow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1096194356078895,"gpt":0.3124198411370759,"spread":0.2028004055291864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019574,0.0002445031,0.0003788533,0.002316243,0.0006243596,0.001378043,0.0007517232,0.0005929512,0.003280912],"category_scores_gemma":[0.006934552,0.0002013946,0.0003773973,0.003202227,0.0008672882,0.001019066,0.001747585,0.001065644,0.000214872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250502,"about_ca_system_score_gemma":0.0008357052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525758,"about_ca_topic_score_gemma":0.002216964,"domain_scores_codex":[0.9973004,0.0005315377,0.0004833511,0.0007093739,0.0005880445,0.0003872186],"domain_scores_gemma":[0.9890193,0.001332277,0.006866247,0.0002044476,0.0009591329,0.001618579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004026381,0.00002222858,0.9962141,0.00003919039,0.00004051452,0.00009218024,0.0001029576,0.00009629162,0.0000498883,0.0001839323,0.0006642586,0.00245429],"study_design_scores_gemma":[0.000006700545,0.00005855798,0.9977279,0.000062652,0.000009338893,0.0006852233,0.0005306647,0.0002448442,0.00002260837,0.0001803371,0.0004622248,0.000008862129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854487,0.008015759,0.0007009452,0.001454423,0.0000784693,0.00005730943,0.001381609,0.00003606902,0.002826672],"genre_scores_gemma":[0.9969876,0.001328236,0.0002228924,0.0002601215,0.0001743732,0.00003849613,0.0009204671,0.000005467311,0.00006240803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003525758,"threshold_uncertainty_score":0.01097572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911047707","doi":"10.1016/s2213-2600(18)30452-1","title":"Venovenous extracorporeal membrane oxygenation for acute respiratory distress syndrome: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"The Lancet Respiratory Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":400,"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; Sinai Health System; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Observational study; Meta-analysis; Cochrane Library; Randomized controlled trial; MEDLINE; Population; Intensive care medicine; Mechanical ventilation; Internal medicine","authors":[{"name":"Laveena Munshi","is_ca":true},{"name":"Allan J. Walkey","is_ca":false},{"name":"Ewan C. Goligher","is_ca":true},{"name":"Tài Pham","is_ca":true},{"name":"Elizabeth Uleryk","is_ca":false},{"name":"Eddy Fan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1720771624605005,"gpt":0.3689445461396708,"spread":0.1968673836791703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00837852,0.002687482,0.0182623,0.00519526,0.0005990195,0.003284464,0.002006159,0.0025913,0.005889935],"category_scores_gemma":[0.02039092,0.001729017,0.0281011,0.005962247,0.0008223613,0.002253493,0.002266112,0.002337125,0.0004588152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090527,"about_ca_system_score_gemma":0.003392099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006233834,"about_ca_topic_score_gemma":0.02427227,"domain_scores_codex":[0.994103,0.002268215,0.002001702,0.0006824218,0.0006253697,0.0003192885],"domain_scores_gemma":[0.9893167,0.006991628,0.002484698,0.0003816567,0.0006501627,0.0001751482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001518082,0.00003174714,0.002564595,0.4508805,0.5334026,0.0001303179,0.0001108541,0.0002278893,0.0002627505,0.0001074394,0.0006548354,0.01010846],"study_design_scores_gemma":[0.0008739805,0.0001349519,0.002636537,0.0234294,0.9710887,0.0000882817,0.00005931142,0.00007962287,0.00006327333,0.0001118411,0.001407229,0.00002689309],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004504201,0.9940152,0.0003543507,0.0001363734,0.0001400639,0.0002285268,0.0004084127,0.0000226864,0.0001902094],"genre_scores_gemma":[0.1489845,0.8454668,0.002305519,0.001321223,0.0002457745,0.0006783755,0.0004914703,0.00004053639,0.0004657565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0182623,"threshold_uncertainty_score":0.04431039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202915227","doi":"10.1016/s0140-6736(21)01960-7","title":"Extracorporeal membrane oxygenation for COVID-19: evolving outcomes from the international Extracorporeal Life Support Organization Registry","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":399,"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; University of Toronto; Hospital for Sick Children","funders":"National Institutes of Health; Extracorporeal Life Support Organization","keywords":"Extracorporeal membrane oxygenation; Medicine; Coronavirus disease 2019 (COVID-19); Incidence (geometry); Extracorporeal; Emergency medicine; Pandemic; Cumulative incidence; Life support; Case fatality rate; Pediatrics; Internal medicine; Intensive care medicine; Epidemiology; Cohort; Disease","authors":[{"name":"Ryan P. Barbaro","is_ca":false},{"name":"Graeme MacLaren","is_ca":false},{"name":"Philip S. Boonstra","is_ca":false},{"name":"Alain Combes","is_ca":false},{"name":"Cara Agerstrand","is_ca":false},{"name":"Gail M. Annich","is_ca":true},{"name":"Rodrigo Díaz","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Katarzyna Hryniewicz","is_ca":false},{"name":"Roberto Lorusso","is_ca":false},{"name":"Matthew L. Paden","is_ca":false},{"name":"Christine Stead","is_ca":false},{"name":"Justyna Swol","is_ca":false},{"name":"Theodore J. Iwashyna","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Daniel Brodie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04798729199521596,"gpt":0.2734425371180081,"spread":0.2254552451227922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006151365,0.0003347142,0.0009110877,0.002659492,0.0005029394,0.003087174,0.001025095,0.0008088116,0.001765894],"category_scores_gemma":[0.02309822,0.0002147517,0.0009843493,0.009117358,0.0005165174,0.003049413,0.002348977,0.001459332,0.0005304949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051217,"about_ca_system_score_gemma":0.001509794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0053006,"about_ca_topic_score_gemma":0.01076815,"domain_scores_codex":[0.9941844,0.001158428,0.001279397,0.00102285,0.001428314,0.0009265353],"domain_scores_gemma":[0.9799179,0.003923843,0.008957088,0.002046517,0.003566429,0.001588304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003165592,0.00003058382,0.9816635,0.0001292302,0.0003899884,0.00005488586,0.0001959661,0.0001182259,0.00007187902,0.0006507757,0.007737084,0.008641188],"study_design_scores_gemma":[0.00003979382,0.00005622859,0.9947002,0.0002134841,0.0002934363,0.0001253216,0.0005524025,0.0002242919,0.00007142248,0.0004196603,0.003280933,0.00002275939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130289,0.009002673,0.001285288,0.006740777,0.0004559449,0.0001200612,0.05579482,0.00006262068,0.01350893],"genre_scores_gemma":[0.9423411,0.002964509,0.0008051193,0.001596563,0.0003379029,0.0001635058,0.05105295,0.00007244774,0.0006658238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006151365,"threshold_uncertainty_score":0.03253192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205519493","doi":"10.1097/mat.0000000000001652","title":"2021 ELSO Adult and Pediatric Anticoagulation Guidelines","year":2022,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":398,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; Toronto General Hospital; University of Alberta","funders":"","keywords":"Guideline; Extracorporeal membrane oxygenation; Health care; Health professionals; MEDLINE; Extracorporeal","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02167411760842459,"gpt":0.2513156804167678,"spread":0.2296415628083432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003922564,0.0006467529,0.0008542963,0.003214019,0.0009690666,0.00352418,0.00223427,0.006856017,0.08705126],"category_scores_gemma":[0.02761209,0.000473677,0.001032162,0.002797819,0.0009379672,0.001838431,0.001612475,0.005348489,0.06147704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003864261,"about_ca_system_score_gemma":0.01410028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172717,"about_ca_topic_score_gemma":0.01933615,"domain_scores_codex":[0.9949566,0.001080341,0.001250213,0.00028152,0.00193658,0.0004946943],"domain_scores_gemma":[0.9785943,0.004177083,0.001812947,0.0004768302,0.0129435,0.001995296],"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":[0.00001367489,0.00001455894,0.0001890288,0.0001925898,0.000003192559,0.00008501721,0.00002940356,0.00004768924,0.00004514067,0.00304865,0.9667371,0.02959397],"study_design_scores_gemma":[0.00001695256,0.000007828622,0.0004911184,0.00101271,0.000004562407,0.0002132811,0.00003087245,0.00004533965,0.00003821565,0.001265196,0.9968681,0.00000579499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001329115,0.03749712,0.005455072,0.2552973,0.04260717,0.001181883,0.02808007,0.001391249,0.6271611],"genre_scores_gemma":[0.01410821,0.05604424,0.02884443,0.3541395,0.02557241,0.00427195,0.1045836,0.00139824,0.4110376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08705126,"threshold_uncertainty_score":0.2912155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914956909","doi":"10.1016/j.jacc.2018.10.085","title":"Left Ventricular Unloading During Extracorporeal Membrane Oxygenation in Patients With Cardiogenic Shock","year":2019,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":393,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Ottawa","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Cardiology; Internal medicine; Ventricular assist device; Impella; Myocardial infarction; Heart failure","authors":[{"name":"Juan Russo","is_ca":true},{"name":"Natasha Aleksova","is_ca":true},{"name":"Ian Pitcher","is_ca":true},{"name":"Étienne Couture","is_ca":true},{"name":"Simon Parlow","is_ca":true},{"name":"Mohammad Faraz","is_ca":true},{"name":"Sarah Visintini","is_ca":true},{"name":"Trevor Simard","is_ca":true},{"name":"Pietro Di Santo","is_ca":true},{"name":"Rebecca Mathew","is_ca":true},{"name":"Derek So","is_ca":true},{"name":"Koji Takeda","is_ca":false},{"name":"A.R. Garan","is_ca":false},{"name":"Dimitrios Karmpaliotis","is_ca":false},{"name":"Hiroo Takayama","is_ca":false},{"name":"Ajay J. Kirtane","is_ca":false},{"name":"Benjamin Hibbert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01226976900761045,"gpt":0.2307170121866325,"spread":0.218447243179022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006602854,0.0008328628,0.004358898,0.001917548,0.0002601788,0.001798681,0.0009142582,0.00123075,0.001314368],"category_scores_gemma":[0.02054515,0.0005224578,0.01245132,0.002937245,0.0004067051,0.0007716274,0.0005807802,0.001114126,0.00009923918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000788083,"about_ca_system_score_gemma":0.001000674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001856122,"about_ca_topic_score_gemma":0.002708915,"domain_scores_codex":[0.995446,0.002212985,0.001286586,0.0004686522,0.0004609301,0.0001249991],"domain_scores_gemma":[0.9811652,0.01349518,0.004406923,0.0003094632,0.0004779179,0.0001452908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0144434,0.0001298342,0.06157954,0.2946254,0.5766534,0.0002717189,0.0002147556,0.0008150489,0.0005684133,0.0002539556,0.0008497832,0.04959475],"study_design_scores_gemma":[0.003638366,0.001963519,0.07587036,0.04866406,0.8645832,0.0005219297,0.0001654423,0.0004336556,0.0004479473,0.0005358699,0.003114289,0.00006135502],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0315027,0.9672831,0.0001825131,0.0002423528,0.0001544801,0.00004759433,0.0002379834,0.00000574041,0.0003434382],"genre_scores_gemma":[0.5675208,0.4295051,0.0006227674,0.0009645805,0.0005210108,0.0001739954,0.0005430072,0.00001167166,0.000137105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006602854,"threshold_uncertainty_score":0.03491962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967981766","doi":"10.1001/jama.2019.9302","title":"Extracorporeal Life Support for Adults With Respiratory Failure and Related Indications","year":2019,"lang":"en","type":"review","venue":"JAMA","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":385,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Extracorporeal; Life support; Intensive care medicine; Randomized controlled trial; Respiratory failure; Extracorporeal membrane oxygenation; Clinical trial; Respiratory distress; ARDS; Surgery; Internal medicine; Lung","authors":[{"name":"Daniel Brodie","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Alain Combes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03075322838650308,"gpt":0.2686947170991195,"spread":0.2379414887126164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179797,0.0002892334,0.0005172791,0.0004683392,0.0002436116,0.0009743478,0.0003341757,0.001027744,0.006418416],"category_scores_gemma":[0.0109775,0.00006161111,0.0005617772,0.000666439,0.000472998,0.001025221,0.0005146376,0.001894062,0.001156876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003638966,"about_ca_system_score_gemma":0.00123727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006042033,"about_ca_topic_score_gemma":0.001250018,"domain_scores_codex":[0.9990833,0.000311831,0.0001622906,0.0001043486,0.0002810042,0.00005726942],"domain_scores_gemma":[0.9929203,0.002725024,0.002197963,0.0001251234,0.001261515,0.000770114],"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":[0.001290674,0.0002213456,0.02854789,0.0191648,0.0007275364,0.0005527335,0.0001365748,0.0002256721,0.001380764,0.004175896,0.1305417,0.8130344],"study_design_scores_gemma":[0.001878498,0.001639429,0.1838469,0.05451917,0.002305268,0.01254207,0.0006538003,0.001336549,0.001736901,0.02331036,0.7160771,0.0001539367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02095476,0.8558878,0.00133644,0.0971132,0.008917981,0.0001161875,0.00117192,0.00005732988,0.01444435],"genre_scores_gemma":[0.2829239,0.6106704,0.003825087,0.04181936,0.05386302,0.0002041431,0.002304407,0.00004118359,0.004348477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006418416,"threshold_uncertainty_score":0.02147174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083243211","doi":"10.1016/j.healun.2011.01.717","title":"Working formulation for the standardization of definitions of infections in patients using ventricular assist devices","year":2011,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":370,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Medtronic; AstraZeneca; Merck; Astellas Pharma US; Pfizer","keywords":"Medicine; Standardization; Intensive care medicine; Medical physics; Computer science; Operating system","authors":[{"name":"Margaret M. Hannan","is_ca":false},{"name":"Shahid Husain","is_ca":true},{"name":"Frauke Mattner","is_ca":false},{"name":"Lara Danziger‐Isakov","is_ca":false},{"name":"Richard J. Drew","is_ca":false},{"name":"G. Ralph Corey","is_ca":false},{"name":"Stephan Schueler","is_ca":false},{"name":"William L. Holman","is_ca":false},{"name":"Leo P. Lawler","is_ca":false},{"name":"Steve Gordon","is_ca":false},{"name":"Niall Mahon","is_ca":false},{"name":"John M. Herre","is_ca":false},{"name":"Kate Gould","is_ca":false},{"name":"José G. Montoya","is_ca":false},{"name":"Robert F. Padera","is_ca":false},{"name":"Robert L. Kormos","is_ca":false},{"name":"John V. Conte","is_ca":false},{"name":"Martha L. Mooney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04190795559291797,"gpt":0.2448260663262099,"spread":0.2029181107332919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1834753,0.003100185,0.004461146,0.01086342,0.006507749,0.01218544,0.01153285,0.007869384,0.003450836],"category_scores_gemma":[0.19042,0.002413272,0.007465126,0.005823393,0.007375451,0.007815504,0.009152059,0.02639177,0.003439444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045392,"about_ca_system_score_gemma":0.03933221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091292,"about_ca_topic_score_gemma":0.006358881,"domain_scores_codex":[0.8408557,0.06673083,0.06111035,0.004880772,0.02174281,0.004679466],"domain_scores_gemma":[0.7309227,0.07623655,0.02814121,0.02946521,0.1284622,0.006772286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004748896,0.001313446,0.02255676,0.00372569,0.0005142411,0.001690056,0.02100809,0.007562601,0.0151855,0.3774565,0.1600536,0.3884586],"study_design_scores_gemma":[0.0003832646,0.00172407,0.03760915,0.0204423,0.001018256,0.003163182,0.0217565,0.02517774,0.01977392,0.1887354,0.6793128,0.0009034062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02062343,0.005479049,0.8039693,0.1164293,0.01277484,0.01334423,0.002091365,0.001192428,0.02409614],"genre_scores_gemma":[0.04195233,0.002158619,0.9319599,0.007765435,0.002334319,0.006970227,0.002386543,0.0004499888,0.004022719],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1834753,"threshold_uncertainty_score":0.970322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996918428","doi":"10.1161/circulationaha.119.042173","title":"Improved Survival With Extracorporeal Cardiopulmonary Resuscitation Despite Progressive Metabolic Derangement Associated With Prolonged Resuscitation","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":361,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Ventricular fibrillation; Cardiopulmonary resuscitation; Internal medicine; Cardiology; Amiodarone; Refractory (planetary science); Ventricular tachycardia; Resuscitation; Anesthesia; Atrial fibrillation","authors":[{"name":"Jason A. Bartos","is_ca":false},{"name":"Brian Grunau","is_ca":true},{"name":"Claire Carlson","is_ca":false},{"name":"Sue Duval","is_ca":false},{"name":"Adrian Ripeckyj","is_ca":false},{"name":"Rajat Kalra","is_ca":false},{"name":"Ganesh Raveendran","is_ca":false},{"name":"Ranjit John","is_ca":false},{"name":"Marc Conterato","is_ca":false},{"name":"Ralph J. Frascone","is_ca":false},{"name":"Alexander Trembley","is_ca":false},{"name":"Tom P. Aufderheide","is_ca":false},{"name":"Demetris Yannopoulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02306005831139872,"gpt":0.2241795250187619,"spread":0.2011194667073632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003435136,0.0001288853,0.0001781656,0.0001379282,0.000125069,0.0001770552,0.00007010523,0.0001200507,0.0006755119],"category_scores_gemma":[0.00110675,0.000044083,0.0001595198,0.0001178587,0.0001863419,0.0001629825,0.0001822041,0.0002090134,0.00006415549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440571,"about_ca_system_score_gemma":0.0001306851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002428799,"about_ca_topic_score_gemma":0.0006270595,"domain_scores_codex":[0.9998747,0.00003787322,0.00001580002,0.00002411146,0.00002116172,0.00002623714],"domain_scores_gemma":[0.9993234,0.0001066903,0.0003133244,0.00005136594,0.0000617113,0.0001435295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002846826,0.00008993964,0.9748985,0.00004642269,0.000127486,0.000348585,0.00006410213,0.0002343131,0.006093425,0.00002587375,0.0001423228,0.01508212],"study_design_scores_gemma":[0.00003323152,0.001317909,0.9969473,0.00001160781,0.00004296068,0.0008818575,0.00003044753,0.0001538535,0.0004254477,0.00001419273,0.0001390313,0.000002147968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994689,0.0002581205,0.00004451017,0.0000232722,0.000002837528,0.00000305901,0.00002710043,0.000001345218,0.0001708348],"genre_scores_gemma":[0.9997799,0.00007091684,0.00003193745,0.00001221495,0.000007422773,0.000001923162,0.00005653632,3.14811e-7,0.00003897494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006755119,"threshold_uncertainty_score":0.002259791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1760228306","doi":"10.1016/j.cardfail.2015.04.013","title":"Advanced (Stage D) Heart Failure: A Statement From the Heart Failure Society of America Guidelines Committee","year":2015,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":350,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Heart failure; Psychosocial; Intensive care medicine; Quality of life (healthcare); Stage (stratigraphy); Palliative care; Internal medicine; Nursing","authors":[{"name":"James C. Fang","is_ca":false},{"name":"Gregory A. Ewald","is_ca":false},{"name":"Larry A. Allen","is_ca":false},{"name":"Javed Butler","is_ca":false},{"name":"Cheryl A. Westlake Canary","is_ca":false},{"name":"Monica Colvin","is_ca":false},{"name":"Michael G. Dickinson","is_ca":false},{"name":"Phillip D. Levy","is_ca":false},{"name":"Wendy Gattis Stough","is_ca":false},{"name":"Nancy K. Sweitzer","is_ca":false},{"name":"John R. Teerlink","is_ca":false},{"name":"David J. Whellan","is_ca":false},{"name":"Nancy M. Albert","is_ca":false},{"name":"Rajan Krishnamani","is_ca":false},{"name":"Michael W. Rich","is_ca":false},{"name":"Mary Norine Walsh","is_ca":false},{"name":"Mark R. Bonnell","is_ca":false},{"name":"Peter E. Carson","is_ca":false},{"name":"Michael Chan","is_ca":true},{"name":"Daniel L. Dries","is_ca":false},{"name":"Adrian F. Hernandez","is_ca":false},{"name":"Ray E. Hershberger","is_ca":false},{"name":"Stuart D. Katz","is_ca":false},{"name":"Stephanie Moore","is_ca":false},{"name":"Jo E. Rodgers","is_ca":false},{"name":"Joseph G. Rogers","is_ca":false},{"name":"Amanda R. Vest","is_ca":false},{"name":"Michael M. Givertz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02556936594104629,"gpt":0.2752134102923314,"spread":0.2496440443512851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01070473,0.0008657822,0.001925593,0.00189924,0.001373872,0.001928578,0.002608142,0.006029802,0.002703146],"category_scores_gemma":[0.01633205,0.000634598,0.003077568,0.001814694,0.00127776,0.001428609,0.001802829,0.009030007,0.001652231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833268,"about_ca_system_score_gemma":0.01145349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295724,"about_ca_topic_score_gemma":0.03010189,"domain_scores_codex":[0.9952916,0.001421297,0.001495105,0.0002322428,0.00116841,0.0003913482],"domain_scores_gemma":[0.9794206,0.005126553,0.002740671,0.000522441,0.008475971,0.003713818],"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":[0.0002599069,0.0002643571,0.01564177,0.001597321,0.0002578958,0.0005401912,0.0002737473,0.000584752,0.001158532,0.005099926,0.8607846,0.113537],"study_design_scores_gemma":[0.0009671827,0.0002883272,0.05494224,0.01780979,0.0007456444,0.002239262,0.0006913847,0.001506986,0.001064377,0.006621677,0.9129341,0.0001889171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01621985,0.1314227,0.02653153,0.679945,0.04151044,0.005095554,0.01355589,0.0008829364,0.08483613],"genre_scores_gemma":[0.1013937,0.1335853,0.110648,0.5342991,0.03491095,0.0123768,0.03219718,0.0004833996,0.04010567],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01295724,"threshold_uncertainty_score":0.05661267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947017672","doi":"10.1164/rccm.201806-1094oc","title":"Mechanical Ventilation Management during Extracorporeal Membrane Oxygenation for Acute Respiratory Distress Syndrome. An International Multicenter Prospective Cohort","year":2019,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":345,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; ARDS; Mechanical ventilation; Fraction of inspired oxygen; Anesthesia; Prospective cohort study; Plateau pressure; Surgery; Internal medicine; Lung","authors":[{"name":"Matthieu Schmidt","is_ca":false},{"name":"Tài Pham","is_ca":true},{"name":"Antonio Arcadipane","is_ca":false},{"name":"Cara Agerstrand","is_ca":false},{"name":"Shinichiro Ohshimo","is_ca":false},{"name":"Vincent Pellegrino","is_ca":false},{"name":"Alain Vuylsteke","is_ca":false},{"name":"Christophe Guervilly","is_ca":false},{"name":"Shay McGuinness","is_ca":false},{"name":"Sophie Piérard","is_ca":false},{"name":"Jeff Breeding","is_ca":false},{"name":"Claire Stewart","is_ca":false},{"name":"Wai Ching Sin","is_ca":false},{"name":"Janice Camuso","is_ca":false},{"name":"R. Scott Stephens","is_ca":false},{"name":"Bobby H.S. KING","is_ca":false},{"name":"Daniel Herr","is_ca":false},{"name":"Marcus J. Schultz","is_ca":false},{"name":"Mathilde Neuville","is_ca":false},{"name":"Élie Zogheib","is_ca":false},{"name":"Jean-Paul Mira","is_ca":false},{"name":"Hadrien Rozé","is_ca":false},{"name":"Marc Pierrot","is_ca":false},{"name":"Antony Tobin","is_ca":false},{"name":"Carol Hodgson","is_ca":false},{"name":"Sylvie Chevret","is_ca":false},{"name":"Daniel Brodie","is_ca":false},{"name":"Alain Combes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0102950316699208,"gpt":0.2842706390981594,"spread":0.2739756074282386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001075143,0.0005760369,0.0004267425,0.0008372399,0.0007280188,0.0008647038,0.0004386651,0.0005676567,0.001182221],"category_scores_gemma":[0.001724329,0.0004295521,0.0007378866,0.0009584626,0.0003406724,0.0007937341,0.0005577788,0.0008701481,0.0002605819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269036,"about_ca_system_score_gemma":0.000492318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335924,"about_ca_topic_score_gemma":0.003492054,"domain_scores_codex":[0.9992704,0.000177478,0.00007147744,0.0002562864,0.0001026155,0.0001218592],"domain_scores_gemma":[0.9985012,0.0001519066,0.0006116123,0.0001658265,0.0001371043,0.0004324198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001685407,0.00005232328,0.9990404,0.000004047055,0.00003996849,0.00006439409,0.00006169618,0.00001490532,0.000115862,0.000007233131,0.00006650956,0.0003640507],"study_design_scores_gemma":[0.00002731484,0.0004203535,0.998426,0.000006631951,0.00004020367,0.0004403929,0.0003111862,0.0001291454,0.00004880122,0.000009894526,0.0001341398,0.000005929877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993616,0.0001080903,0.00007441263,0.00002044638,0.000005677236,0.0000197338,0.0002671376,0.000001704994,0.0001411586],"genre_scores_gemma":[0.9990388,0.00007280835,0.0001039976,0.00004503213,0.00001749074,0.00003331941,0.0006100537,0.000002378583,0.00007610584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335924,"threshold_uncertainty_score":0.006632984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073254471","doi":"10.1016/j.healun.2014.06.002","title":"The International Society for Heart and Lung Transplantation Guidelines for the management of pediatric heart failure: Executive summary","year":2014,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":338,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Lung transplantation; Medicine; Heart failure; Heart-Lung Transplantation; Intensive care medicine; Transplantation; Executive summary; Lung; Heart transplantation; Cardiology; Internal medicine; Business","authors":[{"name":"Richard Kirk","is_ca":false},{"name":"Anne I. Dipchand","is_ca":true},{"name":"David N. Rosenthal","is_ca":false},{"name":"Linda J. Addonizio","is_ca":false},{"name":"Michael Burch","is_ca":false},{"name":"Maryanne Chrisant","is_ca":false},{"name":"Anne M. Dubin","is_ca":false},{"name":"Melanie D. Everitt","is_ca":false},{"name":"Robert J. Gajarski","is_ca":false},{"name":"Luc Mertens","is_ca":true},{"name":"Shelley D. Miyamoto","is_ca":false},{"name":"David L.S. Morales","is_ca":false},{"name":"Elfriede Pahl","is_ca":false},{"name":"Robert E. Shaddy","is_ca":false},{"name":"Jeffrey A. Towbin","is_ca":false},{"name":"Robert Weintraub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01782040667656608,"gpt":0.2725800267983253,"spread":0.2547596201217592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01364066,0.001906003,0.003111673,0.005734546,0.001151278,0.003714497,0.004079697,0.005563247,0.006407338],"category_scores_gemma":[0.03193584,0.0007997486,0.00311322,0.005671269,0.001214866,0.001754117,0.002041491,0.01027137,0.005195893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003869972,"about_ca_system_score_gemma":0.02309049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838353,"about_ca_topic_score_gemma":0.0255607,"domain_scores_codex":[0.9931185,0.001639322,0.002438318,0.0002610589,0.002080877,0.0004618083],"domain_scores_gemma":[0.9579699,0.006683738,0.006423668,0.0005709412,0.02531184,0.003039872],"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":[0.0001215061,0.0002041688,0.003132998,0.002523142,0.0001158893,0.0002713351,0.0001121915,0.0009420818,0.0003324831,0.002172753,0.7988582,0.1912133],"study_design_scores_gemma":[0.0003179738,0.0002067832,0.02049138,0.02724234,0.000674583,0.001370044,0.0005512689,0.00116672,0.0006982129,0.003601842,0.9435689,0.0001100769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004539673,0.4496089,0.0229861,0.3862065,0.05130574,0.00332535,0.01911865,0.001232618,0.06167645],"genre_scores_gemma":[0.02349283,0.5848569,0.1531369,0.1085454,0.03711902,0.007489529,0.05235421,0.0008769844,0.03212831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01838353,"threshold_uncertainty_score":0.07213956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2120799746","doi":"10.1016/s0735-1097(00)00875-5","title":"Impact of thrombolysis, intra-aortic balloon pump counterpulsation, and their combination in cardiogenic shock complicating acute myocardial infarction: a report from the SHOCK Trial Registry","year":2000,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":321,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Paul's Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiogenic shock; Myocardial infarction; Intra-aortic balloon pump; Thrombolysis; Internal medicine; Cardiology; Shock (circulatory); Mortality rate; Retrospective cohort study; Intra-Aortic Balloon Pumping","authors":[{"name":"Timothy A. Sanborn","is_ca":false},{"name":"Lynn A. Sleeper","is_ca":false},{"name":"Eric Bates","is_ca":false},{"name":"Alice K. Jacobs","is_ca":false},{"name":"Jean Boland","is_ca":false},{"name":"John K. French","is_ca":false},{"name":"Jo Dens","is_ca":false},{"name":"Vladimír Džavík","is_ca":true},{"name":"Sebastian T. Palmeri","is_ca":false},{"name":"John G. Webb","is_ca":true},{"name":"Judith S. Hochman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009633217316578182,"gpt":0.2503087599107621,"spread":0.2406755425941839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910533,0.0009543502,0.003376197,0.0004875231,0.0003944981,0.001786097,0.0005843507,0.001208591,0.001336496],"category_scores_gemma":[0.003626219,0.0004034298,0.002800835,0.001204125,0.0005908069,0.001140554,0.0007095541,0.002181684,0.0002776352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005852978,"about_ca_system_score_gemma":0.0008835951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185442,"about_ca_topic_score_gemma":0.002661272,"domain_scores_codex":[0.9982392,0.0009014636,0.0001737071,0.0002318668,0.0002324493,0.000221306],"domain_scores_gemma":[0.997794,0.000868562,0.0005936639,0.0001805593,0.0001189055,0.000444196],"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":[0.4678658,0.004526958,0.4389327,0.0009976543,0.02781547,0.0007187205,0.0001544584,0.001931279,0.004023124,0.000728811,0.006214855,0.04609026],"study_design_scores_gemma":[0.126937,0.04311903,0.7821595,0.0002628886,0.03659842,0.0009530705,0.0005324355,0.002604325,0.001286047,0.001163015,0.004228808,0.0001555501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984396,0.01091322,0.0001870135,0.00102523,0.0002817302,0.0001097775,0.001076573,0.00001714617,0.00199327],"genre_scores_gemma":[0.9905804,0.004897404,0.0002657851,0.0007918217,0.0009614478,0.000179798,0.001855881,0.000009656629,0.0004577732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003376197,"threshold_uncertainty_score":0.010104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788500242","doi":"10.1007/s00134-018-5064-5","title":"Position paper for the organization of ECMO programs for cardiac failure in adults","year":2018,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":308,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; St. Michael's Hospital; Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Cardiogenic shock; Intensive care medicine; Heart failure; Medical emergency; Cardiology; Internal medicine; Myocardial infarction","authors":[{"name":"Darryl Abrams","is_ca":false},{"name":"A.R. Garan","is_ca":false},{"name":"Akram Abdelbary","is_ca":false},{"name":"Matthew Bacchetta","is_ca":false},{"name":"Robert H. Bartlett","is_ca":false},{"name":"Jürgen Beck","is_ca":false},{"name":"Jan Bělohlávek","is_ca":false},{"name":"Yih‐Sharng Chen","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true},{"name":"Jo-anne Fowles","is_ca":false},{"name":"John F. Fraser","is_ca":false},{"name":"Michelle N. Gong","is_ca":false},{"name":"Ibrahim Fawzy Hassan","is_ca":false},{"name":"Carol Hodgson","is_ca":false},{"name":"Xiaotong Hou","is_ca":false},{"name":"Katarzyna Hryniewicz","is_ca":false},{"name":"Shingo Ichiba","is_ca":false},{"name":"William Jakobleff","is_ca":false},{"name":"Roberto Lorusso","is_ca":false},{"name":"Graeme MacLaren","is_ca":false},{"name":"Shay McGuinness","is_ca":false},{"name":"Thomas Mueller","is_ca":false},{"name":"Pauline K. Park","is_ca":false},{"name":"Giles J. Peek","is_ca":false},{"name":"Vin Pellegrino","is_ca":false},{"name":"Susanna Price","is_ca":false},{"name":"Erika B. Rosenzweig","is_ca":false},{"name":"Tetsuya Sakamoto","is_ca":false},{"name":"Leonardo Salazar","is_ca":false},{"name":"Matthieu Schmidt","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Christian Spaulding","is_ca":false},{"name":"Hiroo Takayama","is_ca":false},{"name":"Koji Takeda","is_ca":false},{"name":"Alain Vuylsteke","is_ca":false},{"name":"Alain Combes","is_ca":false},{"name":"Daniel Brodie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009454254422202593,"gpt":0.2357856993118881,"spread":0.2263314448896855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009411252,0.001446868,0.001006171,0.001239985,0.00234945,0.006840803,0.003013074,0.01470843,0.07466491],"category_scores_gemma":[0.01663172,0.0005431253,0.001459876,0.0009492062,0.0008412869,0.0026822,0.002115929,0.009647124,0.02521686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004294418,"about_ca_system_score_gemma":0.03607512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217144,"about_ca_topic_score_gemma":0.02476829,"domain_scores_codex":[0.994354,0.0007519709,0.0005077401,0.0007414516,0.002107831,0.001537052],"domain_scores_gemma":[0.9696878,0.002706145,0.002051849,0.0007818482,0.008939202,0.01583312],"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":[0.0002189222,0.0001841992,0.0007976965,0.0002268839,0.00002826783,0.0001407994,0.00005116114,0.0002478276,0.0007041558,0.005392494,0.9441438,0.04786373],"study_design_scores_gemma":[0.0002416337,0.000310405,0.003875433,0.0006279902,0.00003665448,0.00009701988,0.0001653991,0.0003494023,0.0008226856,0.002164186,0.9912772,0.00003188937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004331857,0.009851024,0.004889217,0.4876979,0.3829097,0.002095838,0.00618954,0.000266202,0.1017688],"genre_scores_gemma":[0.02216244,0.01448145,0.01757935,0.08038274,0.1187802,0.002412852,0.00703537,0.0007483397,0.7364172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07466491,"threshold_uncertainty_score":0.249779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378191996","doi":"10.1016/j.healun.2022.12.004","title":"The 2023 International Society for Heart and Lung Transplantation Guidelines for Mechanical Circulatory Support: A 10- Year Update","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":293,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Circulatory system; Lung transplantation; Transplantation; Medicine; Intensive care medicine; Heart transplantation; Lung; Cardiology; Internal medicine","authors":[{"name":"Diyar Saeed","is_ca":false},{"name":"David S. Feldman","is_ca":false},{"name":"Aly El Banayosy","is_ca":false},{"name":"Emma J. Birks","is_ca":false},{"name":"Elizabeth D. Blume","is_ca":false},{"name":"Jennifer Cowger","is_ca":false},{"name":"Chris Hayward","is_ca":false},{"name":"Ulrich P. Jorde","is_ca":false},{"name":"Jamila Kremer","is_ca":false},{"name":"Guy A. MacGowan","is_ca":false},{"name":"Simon Maltais","is_ca":false},{"name":"Simon Maybaum","is_ca":false},{"name":"Mandeep R. Mehra","is_ca":false},{"name":"Keyur B. Shah","is_ca":false},{"name":"Paul Mohaçsi","is_ca":false},{"name":"Martin Schweiger","is_ca":false},{"name":"Sarah E. Schroeder","is_ca":false},{"name":"Palak Shah","is_ca":false},{"name":"Marvin J. Slepian","is_ca":false},{"name":"Laurens F. Tops","is_ca":false},{"name":"Paulino Alvarez","is_ca":false},{"name":"Francisco A. Arabía","is_ca":false},{"name":"Saima Aslam","is_ca":false},{"name":"Louis Benson-Louis","is_ca":false},{"name":"Edo Y. Birati","is_ca":false},{"name":"Holger Buchholz","is_ca":true},{"name":"Ari Cedars","is_ca":false},{"name":"Dawn Christensen","is_ca":false},{"name":"Agnieszka Ciarka","is_ca":false},{"name":"Erin Coglianese","is_ca":false},{"name":"Rebecca Cogswell","is_ca":false},{"name":"Jennifer L. Cook","is_ca":false},{"name":"Jack G. Copeland","is_ca":false},{"name":"José González‐Costello","is_ca":false},{"name":"Stavros G. Drakos","is_ca":false},{"name":"Pirooz Eghtesady","is_ca":false},{"name":"Tonya Elliot","is_ca":false},{"name":"Jerry D. Estep","is_ca":false},{"name":"Jaime‐Juergen Eulert‐Grehn","is_ca":false},{"name":"De Rita Fabrizio","is_ca":false},{"name":"Jens Garbade","is_ca":false},{"name":"Jill M. Gelow","is_ca":false},{"name":"Maya Guglin","is_ca":false},{"name":"Jaime Hernández-Montfort","is_ca":false},{"name":"Doug Horstmanshof","is_ca":false},{"name":"Ranjit John","is_ca":false},{"name":"Manreet Kanwar","is_ca":false},{"name":"Feras Khaliel","is_ca":false},{"name":"Gene Kim","is_ca":false},{"name":"Sachin Kumar","is_ca":false},{"name":"Jacob Lavee","is_ca":false},{"name":"Marzia Leache","is_ca":false},{"name":"Pascal Leprince","is_ca":false},{"name":"Antonio Loforte","is_ca":false},{"name":"Jiří Malý","is_ca":false},{"name":"Samer S. Najjar","is_ca":false},{"name":"Ivan Netuka","is_ca":false},{"name":"Salpy V. Pamboukian","is_ca":false},{"name":"Snehal R. Patel","is_ca":false},{"name":"Sean Pinney","is_ca":false},{"name":"C. Vander Pluym","is_ca":false},{"name":"Evgenij Potapov","is_ca":false},{"name":"D. Robson","is_ca":false},{"name":"Yogita Rochlani","is_ca":false},{"name":"Stuart Russell","is_ca":false},{"name":"Kristin E. Sandau","is_ca":false},{"name":"Elena Sandoval","is_ca":false},{"name":"Gabriel Sayer","is_ca":false},{"name":"Sarah Schettle","is_ca":false},{"name":"David Schibilsky","is_ca":false},{"name":"Thomas Schlöglhofer","is_ca":false},{"name":"Jan D. Schmitto","is_ca":false},{"name":"Aleem Siddique","is_ca":false},{"name":"Scott Silvestry","is_ca":false},{"name":"Mark S. Slaughter","is_ca":false},{"name":"Benjamin Sun","is_ca":false},{"name":"Hiroo Takayama","is_ca":false},{"name":"Ryan J. Tedford","is_ca":false},{"name":"Jeffrey J. Teuteberg","is_ca":false},{"name":"Van‐Khue Ton","is_ca":false},{"name":"Nir Uriel","is_ca":false},{"name":"Juliane Vierecke","is_ca":false},{"name":"Daniel Zimpfer","is_ca":false},{"name":"David A. D’Alessandro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0284053769841529,"gpt":0.3003281457276956,"spread":0.2719227687435427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01132009,0.001344328,0.002645501,0.006568915,0.001015243,0.004631439,0.003236677,0.006199564,0.006596074],"category_scores_gemma":[0.03078189,0.0006952325,0.002626539,0.005702316,0.001314288,0.004063474,0.002484945,0.007885972,0.004862895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004561491,"about_ca_system_score_gemma":0.01600826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497822,"about_ca_topic_score_gemma":0.03004501,"domain_scores_codex":[0.9936619,0.001218165,0.001962496,0.0003930732,0.00227755,0.0004868632],"domain_scores_gemma":[0.9669347,0.006968827,0.004831661,0.000388039,0.01861989,0.002256914],"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":[0.0001586927,0.0001062998,0.002832321,0.003926415,0.0001911343,0.0001795006,0.00009471033,0.000439695,0.0003145546,0.002185199,0.6630792,0.3264923],"study_design_scores_gemma":[0.0001261909,0.00007530052,0.007087216,0.01506292,0.0004851487,0.0006832611,0.0002577578,0.0004308608,0.0002606475,0.001517766,0.9739206,0.00009233538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002165639,0.7251583,0.005471845,0.1975389,0.04742487,0.0002295178,0.005132405,0.000568613,0.0163099],"genre_scores_gemma":[0.017115,0.7739735,0.02922501,0.1223202,0.02885409,0.0008567476,0.01633316,0.0005055375,0.01081677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01497822,"threshold_uncertainty_score":0.05986714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3155073785","doi":"10.1186/s13054-021-03634-1","title":"Extracorporeal membrane oxygenation for COVID-19: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":290,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of Toronto; McMaster University; Impact","funders":"Metro North Hospital and Health Service","keywords":"Extracorporeal membrane oxygenation; Medicine; ARDS; Coronavirus disease 2019 (COVID-19); Acute respiratory distress; Intensive care medicine; Meta-analysis; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Extracorporeal; Disease; Lung; Virology; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Kollengode Ramanathan","is_ca":false},{"name":"Kiran Shekar","is_ca":false},{"name":"Ryan Ruiyang Ling","is_ca":false},{"name":"Ryan P. Barbaro","is_ca":false},{"name":"Suei Nee Wong","is_ca":false},{"name":"Chuen Seng Tan","is_ca":false},{"name":"Bram Rochwerg","is_ca":true},{"name":"Shannon M. Fernando","is_ca":true},{"name":"Shinhiro Takeda","is_ca":false},{"name":"Graeme MacLaren","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Daniel Brodie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1677813142098604,"gpt":0.4031110146624965,"spread":0.2353297004526362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01721778,0.002960769,0.01992902,0.008698858,0.0006968835,0.003744535,0.002246056,0.002534417,0.003585864],"category_scores_gemma":[0.03769956,0.001619582,0.04861182,0.00867364,0.0007277546,0.002060845,0.001774437,0.001964594,0.0002719233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003250649,"about_ca_system_score_gemma":0.004247651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755962,"about_ca_topic_score_gemma":0.01215902,"domain_scores_codex":[0.9868575,0.006355072,0.003709368,0.001205199,0.001411471,0.0004613584],"domain_scores_gemma":[0.9779612,0.01610913,0.003615072,0.0006009084,0.001438135,0.0002754694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001295567,0.00002787155,0.003783265,0.3548037,0.6293364,0.0001369737,0.00007153696,0.0005727839,0.0001546605,0.0001237672,0.0005261128,0.009167423],"study_design_scores_gemma":[0.0003472039,0.0001395104,0.002843774,0.02769855,0.9671449,0.0001085962,0.00003443774,0.0002093013,0.0000850701,0.0001795503,0.00118764,0.0000214746],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00344054,0.9949785,0.0004708805,0.0002028815,0.0001022983,0.0002455494,0.0003743292,0.00001952322,0.0001655395],"genre_scores_gemma":[0.1454332,0.8476278,0.003106239,0.0009242488,0.0002907399,0.001443066,0.0008826436,0.00003127489,0.0002608244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01992902,"threshold_uncertainty_score":0.09105736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100744259","doi":"10.1016/s0195-668x(02)00844-8","title":"Early revascularization is associated with improved survival in elderly patients with acute myocardial infarction complicated by cardiogenic shock: a report from the SHOCK Trial Registry","year":2003,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":274,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Toronto","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Cardiogenic shock; Medicine; Revascularization; Myocardial infarction; Cardiology; Internal medicine; Shock (circulatory); Heart failure; Myocardial infarction complications; Relative risk; Surgery; Confidence interval","authors":[{"name":"Vladimír Džavík","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01418983049941462,"gpt":0.2131160095648187,"spread":0.1989261790654041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002745838,0.0002926423,0.0009085537,0.000344005,0.0002435689,0.001039435,0.0003481549,0.0004524525,0.0008984961],"category_scores_gemma":[0.00603911,0.0001820862,0.001137417,0.0008331402,0.0002957735,0.0003778057,0.0005049461,0.000725127,0.0001410102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178891,"about_ca_system_score_gemma":0.0003038374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008252678,"about_ca_topic_score_gemma":0.001498893,"domain_scores_codex":[0.9986101,0.0007052229,0.0001731893,0.0001994314,0.0002018982,0.000110106],"domain_scores_gemma":[0.99467,0.001626565,0.002429615,0.000484386,0.0002533415,0.0005361015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007891996,0.0001606867,0.9791064,0.0001553356,0.001559022,0.0001898154,0.00006492477,0.0003088262,0.0004269614,0.00009261163,0.001261926,0.008781475],"study_design_scores_gemma":[0.0007925199,0.0006705684,0.9956468,0.00005048449,0.001200957,0.0002862875,0.00005382299,0.0004688748,0.0001400961,0.0001035694,0.000568093,0.00001804484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946836,0.003147758,0.0002118034,0.0002528393,0.00004739957,0.00002517526,0.0008558669,0.00001207699,0.0007635457],"genre_scores_gemma":[0.9962813,0.001318683,0.0001790807,0.000194764,0.0002253095,0.00005150432,0.001584269,0.000005898401,0.0001592261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002745838,"threshold_uncertainty_score":0.01452154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884056107","doi":"10.1016/j.resuscitation.2018.07.029","title":"Extracorporeal cardiopulmonary resuscitation for cardiac arrest: A systematic review","year":2018,"lang":"en","type":"review","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":259,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Cardiopulmonary resuscitation; Extracorporeal cardiopulmonary resuscitation; Resuscitation; Extracorporeal; Intensive care medicine; Clinical death; Cardiology; Anesthesia; Internal medicine","authors":[{"name":"Mathias J. Holmberg","is_ca":false},{"name":"Guillaume Géri","is_ca":false},{"name":"Sebastian Wiberg","is_ca":false},{"name":"Anne-Marie Guerguerian","is_ca":true},{"name":"Michael W. Donnino","is_ca":false},{"name":"Jerry P. Nolan","is_ca":false},{"name":"Charles D. Deakin","is_ca":false},{"name":"Lars W. Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04354109302191798,"gpt":0.3042862368900286,"spread":0.2607451438681106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003502057,0.002020418,0.009638967,0.008645466,0.0006430252,0.002810442,0.001762698,0.002541857,0.006380529],"category_scores_gemma":[0.01771655,0.001203697,0.008061828,0.008062537,0.0009257664,0.002797618,0.001992481,0.002101006,0.0004149644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230138,"about_ca_system_score_gemma":0.00804563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006476511,"about_ca_topic_score_gemma":0.02712105,"domain_scores_codex":[0.9968546,0.000732962,0.001428047,0.0003574489,0.0004613071,0.0001656819],"domain_scores_gemma":[0.9906535,0.006129127,0.002252591,0.000122349,0.0006638229,0.000178719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001831965,0.00002297718,0.0003731203,0.96723,0.009419073,0.0001067994,0.0001427046,0.00005781225,0.0001736868,0.0001011131,0.001424743,0.02076492],"study_design_scores_gemma":[0.0008088709,0.0002536848,0.00357844,0.79749,0.1745325,0.0006412789,0.0003666258,0.00007209071,0.0001677837,0.000306869,0.02170887,0.00007296923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004432583,0.9988348,0.00008259855,0.0001141754,0.00008785897,0.0001435337,0.0001611643,0.000005792717,0.0001268441],"genre_scores_gemma":[0.005470204,0.993277,0.0003468998,0.0005024117,0.00006414857,0.0001630614,0.00009007375,0.000003990034,0.0000821565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009638967,"threshold_uncertainty_score":0.02134502,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049077737","doi":"10.1016/j.healun.2010.08.033","title":"Bridging children of all sizes to cardiac transplantation: The initial multicenter North American experience with the Berlin Heart EXCOR ventricular assist device","year":2010,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":257,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children; Stollery Children's Hospital; University of Alberta","funders":"U.S. Food and Drug Administration","keywords":"Ventricular assist device; Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Heart transplantation; Cardiomyopathy; Heart failure; Retrospective cohort study; Myocarditis; Internal medicine; Cardiology; Dilated cardiomyopathy; Transplantation; Surgery; Myocardial infarction","authors":[{"name":"David L.S. Morales","is_ca":false},{"name":"Christopher S. Almond","is_ca":false},{"name":"Robert D.B. Jaquiss","is_ca":false},{"name":"David N. Rosenthal","is_ca":false},{"name":"David C. Naftel","is_ca":false},{"name":"M. Patricia Massicotte","is_ca":true},{"name":"Tilman Humpl","is_ca":true},{"name":"Mark W. Turrentine","is_ca":false},{"name":"James S. Tweddell","is_ca":false},{"name":"Gordon Cohen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008017173019360833,"gpt":0.2461608949951173,"spread":0.2381437219757564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001902226,0.0005093985,0.0006414583,0.0002241452,0.0008408758,0.0007047091,0.0003403393,0.0004514793,0.001017285],"category_scores_gemma":[0.002291417,0.0001298004,0.0004778678,0.0004223913,0.000562914,0.0008548769,0.0006479078,0.001142405,0.0001437115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005510285,"about_ca_system_score_gemma":0.0007023511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361059,"about_ca_topic_score_gemma":0.004238144,"domain_scores_codex":[0.9993831,0.000293572,0.00005443555,0.00008078151,0.00005351827,0.0001346078],"domain_scores_gemma":[0.9990011,0.000342257,0.0001594579,0.0001177171,0.00005579235,0.0003237735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01463142,0.007092164,0.6366574,0.0003362339,0.0005401715,0.01274676,0.007151136,0.002746477,0.02527249,0.003083539,0.007422723,0.2823195],"study_design_scores_gemma":[0.004573672,0.04686065,0.8396522,0.0005002742,0.0005479775,0.05456117,0.009005503,0.002763924,0.01240303,0.001751719,0.02724767,0.0001321136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953228,0.001519189,0.0007838803,0.0004774672,0.00004040048,0.00004395564,0.00007207305,0.0000118942,0.001728392],"genre_scores_gemma":[0.9969837,0.0008661133,0.001373031,0.0003317091,0.00007029951,0.00004345905,0.0001405569,0.0000133431,0.0001779685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902226,"threshold_uncertainty_score":0.01006001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3042498640","doi":"10.1016/s0140-6736(20)31047-3","title":"Temporary circulatory support for cardiogenic shock","year":2020,"lang":"en","type":"review","venue":"The Lancet","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":248,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Cardiogenic shock; Medicine; Inotrope; Circulatory system; Shock (circulatory); Intensive care medicine; Cardiology; Myocardial infarction; Internal medicine","authors":[{"name":"Alain Combes","is_ca":false},{"name":"Susanna Price","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Daniel Brodie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07941319752807503,"gpt":0.2991274687613335,"spread":0.2197142712332585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007520223,0.001042956,0.001740522,0.002132923,0.0002351977,0.001365768,0.0007549652,0.001215447,0.009261601],"category_scores_gemma":[0.001532692,0.0002710572,0.0007019048,0.00186042,0.0004391347,0.001222239,0.0007820536,0.002204709,0.002539974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005948115,"about_ca_system_score_gemma":0.001290501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001016845,"about_ca_topic_score_gemma":0.003149724,"domain_scores_codex":[0.9997649,0.00004631061,0.00004588541,0.00003791882,0.0000795117,0.00002559228],"domain_scores_gemma":[0.9993588,0.0003479989,0.000146899,0.0000125831,0.00008168656,0.00005196807],"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":[0.0001867038,0.00004854271,0.00006962812,0.04340156,0.000162553,0.00009590801,0.00003178837,0.000158027,0.0007019239,0.001923191,0.04393345,0.9092868],"study_design_scores_gemma":[0.0003024959,0.0003091052,0.001090645,0.02693928,0.0007689161,0.0008998758,0.00007782589,0.00009650322,0.0002224871,0.002124914,0.9671367,0.0000312262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003687433,0.9986501,0.00004079841,0.0001682907,0.0003712797,0.000004077875,0.00001725513,0.000004198146,0.0007071481],"genre_scores_gemma":[0.0005077418,0.9980797,0.00009766703,0.0003799229,0.0004022416,0.000008350148,0.00002851504,0.000001688614,0.0004942386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009261601,"threshold_uncertainty_score":0.03098315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949765238","doi":"10.1016/j.actbio.2019.06.021","title":"The blood compatibility challenge. Part 1: Blood-contacting medical devices: The scope of the problem","year":2019,"lang":"en","type":"review","venue":"Acta Biomaterialia","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":242,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"McMaster University","keywords":"Compatibility (geochemistry); Materials science; Scope (computer science); Biomedical engineering; Engineering ethics; Computer science; Composite material; Engineering","authors":[{"name":"Iqbal Jaffer","is_ca":true},{"name":"Jeffrey I. Weitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05161500185681465,"gpt":0.2875100127295614,"spread":0.2358950108727468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628348,0.0005844187,0.0009955501,0.001836118,0.0004684046,0.002234133,0.0008178206,0.003006785,0.003920935],"category_scores_gemma":[0.003030287,0.0003082646,0.0006552809,0.002075685,0.001744042,0.003730669,0.001110713,0.003427328,0.001881769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008849478,"about_ca_system_score_gemma":0.002004752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000865383,"about_ca_topic_score_gemma":0.001483806,"domain_scores_codex":[0.9990973,0.0002373341,0.0001319295,0.000119744,0.0003547205,0.00005895511],"domain_scores_gemma":[0.9977919,0.001497863,0.0001963374,0.00005375936,0.0003876745,0.00007251014],"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":[0.0000841592,0.00005049549,0.0002486179,0.03634164,0.00009593827,0.000530151,0.0005540582,0.0002029834,0.002900261,0.03653761,0.1764238,0.7460304],"study_design_scores_gemma":[0.000005244538,0.00004795151,0.0003069808,0.005091137,0.00003423748,0.001248617,0.0002026701,0.00003758839,0.0003318064,0.004243986,0.9884362,0.00001357005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008076792,0.9931821,0.0001377149,0.003330727,0.00215514,0.000003220639,0.00000863851,0.000004356493,0.001097328],"genre_scores_gemma":[0.00124123,0.9897963,0.0002628078,0.004082045,0.002812027,0.000010145,0.00002391846,0.000005061971,0.001766393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003920935,"threshold_uncertainty_score":0.01311684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270128411","doi":"10.1016/j.resuscitation.2016.01.018","title":"Extracorporeal resuscitation for refractory out-of-hospital cardiac arrest in adults: A systematic review of international practices and outcomes","year":2016,"lang":"en","type":"review","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":236,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Montreal Children's Hospital; Canadian Blood Services; McGill University; Children's Hospital of Eastern Ontario; Hôpital du Sacré-Cœur de Montréal; McGill University Health Centre","funders":"Canadian Blood Services","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Return of spontaneous circulation; Targeted temperature management; Intensive care medicine; Observational study; Population; Emergency medicine; Extracorporeal membrane oxygenation; Cardiopulmonary resuscitation; MEDLINE; Resuscitation; Internal medicine","authors":[{"name":"Iván Ortega‐Deballon","is_ca":true},{"name":"Laura Hornby","is_ca":true},{"name":"Sam D. Shemie","is_ca":true},{"name":"Farhan Bhanji","is_ca":true},{"name":"Elena Guadagno","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114529539679881,"gpt":0.3273380482864614,"spread":0.2961927528896626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005382627,0.00114126,0.006576562,0.006162938,0.0004712723,0.002142692,0.001489655,0.001545143,0.002342787],"category_scores_gemma":[0.02654384,0.0008170646,0.008173495,0.007673401,0.000757163,0.001924326,0.001582303,0.001301912,0.000145357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842743,"about_ca_system_score_gemma":0.006108168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007123122,"about_ca_topic_score_gemma":0.02837199,"domain_scores_codex":[0.9946886,0.001131301,0.002839237,0.0004882329,0.0006928595,0.0001598786],"domain_scores_gemma":[0.9856629,0.009088576,0.003880382,0.0001930913,0.0009856706,0.0001894039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003561296,0.00002957482,0.003517114,0.9249888,0.02699284,0.0001011791,0.0003453769,0.00009797773,0.0001657759,0.0001617155,0.001255883,0.04198754],"study_design_scores_gemma":[0.0006039034,0.0002996727,0.01657226,0.6994808,0.2636982,0.0006081313,0.0007999134,0.0001003542,0.0002270419,0.0003003494,0.01722438,0.00008489002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002064546,0.9971498,0.00008370129,0.0001194589,0.00005493083,0.0001071145,0.0002745096,0.000003614246,0.0001423873],"genre_scores_gemma":[0.02072364,0.9780115,0.0005329202,0.0003431074,0.00003859728,0.0001317255,0.0001635002,0.000003675769,0.00005135241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007123122,"threshold_uncertainty_score":0.0284664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2195045156","doi":"10.1016/j.jacc.2015.09.083","title":"Fully Magnetically Levitated Left Ventricular Assist System for Treating Advanced HF","year":2015,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":235,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine","authors":[{"name":"Ivan Netuka","is_ca":false},{"name":"Poornima Sood","is_ca":false},{"name":"Yuriy Pya","is_ca":false},{"name":"Daniel Zimpfer","is_ca":false},{"name":"Thomas Krabatsch","is_ca":false},{"name":"Jens Garbade","is_ca":false},{"name":"Vivek Rao","is_ca":true},{"name":"Michiel Morshuis","is_ca":false},{"name":"Silvana Marasco","is_ca":false},{"name":"Friedhelm Beyersdorf","is_ca":false},{"name":"Laura Damme","is_ca":false},{"name":"Jan D. Schmitto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227926403824015,"gpt":0.2348206303818898,"spread":0.2225413663436497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004000686,0.000240538,0.0003469078,0.0001267339,0.0001336293,0.0002866121,0.0002025689,0.0001935945,0.001932867],"category_scores_gemma":[0.0003294598,0.00004724631,0.0002767591,0.0001000142,0.0001415386,0.0001762189,0.0002283346,0.0003225484,0.000240094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280081,"about_ca_system_score_gemma":0.0003104385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008255791,"about_ca_topic_score_gemma":0.0002092503,"domain_scores_codex":[0.9998803,0.00003940025,0.00001413659,0.0000188652,0.00002148214,0.00002579268],"domain_scores_gemma":[0.999743,0.00004730907,0.00009489598,0.00001347346,0.00001719284,0.00008411392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03173522,0.006024992,0.2868699,0.001742273,0.001315542,0.001725198,0.0002432916,0.00211017,0.0609211,0.0009326267,0.009181068,0.5971986],"study_design_scores_gemma":[0.02458964,0.1662247,0.7536712,0.0008615508,0.001267382,0.01041269,0.0002247323,0.007651722,0.01257626,0.001390612,0.02105502,0.00007458629],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873373,0.008390676,0.001307436,0.0003730797,0.00009869661,0.0001529857,0.0002718088,0.00004337322,0.002024586],"genre_scores_gemma":[0.9948061,0.002030211,0.001312639,0.0005383099,0.0002823598,0.000164378,0.0004667382,0.000003845073,0.0003954958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001932867,"threshold_uncertainty_score":0.006466031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2115787147","doi":"10.1016/s0735-1097(03)01050-7","title":"Percutaneous coronary intervention for cardiogenic shock in the SHOCK trial","year":2003,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":234,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; Vancouver General Hospital; St. Paul's Hospital; Providence Health Care","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; TIMI; Cardiogenic shock; Conventional PCI; Cardiology; Percutaneous coronary intervention; Myocardial infarction; Internal medicine; Revascularization; Angioplasty","authors":[{"name":"John G. Webb","is_ca":true},{"name":"April M. Lowe","is_ca":false},{"name":"Timothy A. Sanborn","is_ca":false},{"name":"Harvey D. White","is_ca":false},{"name":"Lynn A. Sleeper","is_ca":false},{"name":"Ronald G. Carere","is_ca":true},{"name":"Christopher E. Buller","is_ca":true},{"name":"S. Chiu Wong","is_ca":false},{"name":"Jean Boland","is_ca":false},{"name":"Vlad Dzavik","is_ca":true},{"name":"Mark Porway","is_ca":false},{"name":"Gordon E. Pate","is_ca":true},{"name":"Geoffrey Bergman","is_ca":false},{"name":"Judith S. Hochman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0158799211477489,"gpt":0.2526746612851603,"spread":0.2367947401374114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006708068,0.0008414665,0.002056142,0.0001766124,0.0004021393,0.001380715,0.0004773333,0.001209977,0.004053572],"category_scores_gemma":[0.001353613,0.0003051985,0.001261836,0.000289411,0.0005512667,0.0008241613,0.000648848,0.003636475,0.000590494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448171,"about_ca_system_score_gemma":0.0006428059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133772,"about_ca_topic_score_gemma":0.002500837,"domain_scores_codex":[0.9996958,0.0001360537,0.00001547632,0.00005223128,0.00002790209,0.00007260784],"domain_scores_gemma":[0.9995996,0.00009433587,0.00006812192,0.00003712792,0.00002309327,0.0001776412],"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":[0.8058885,0.004554946,0.03942267,0.002913509,0.01122746,0.0008302715,0.0002824857,0.00285771,0.009607701,0.007349456,0.03729858,0.07776666],"study_design_scores_gemma":[0.7215991,0.03487076,0.2003452,0.0007070925,0.01336465,0.0007441941,0.0006431474,0.003576726,0.001374494,0.008527513,0.01410424,0.0001428661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957895,0.01740403,0.001056408,0.0075727,0.002088446,0.0004979381,0.002082156,0.0001162779,0.01128694],"genre_scores_gemma":[0.9767841,0.00679625,0.0007618915,0.005102841,0.002264312,0.00078503,0.002709605,0.00002397683,0.004771975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004053572,"threshold_uncertainty_score":0.01356053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795409105","doi":"10.1164/rccm.201710-2130cp","title":"The Extracorporeal Life Support Organization Maastricht Treaty for Nomenclature in Extracorporeal Life Support. A Position Paper of the Extracorporeal Life Support Organization","year":2018,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":233,"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":"National Institute of Neurological Disorders and Stroke","keywords":"Extracorporeal; Life support; Medicine; Nomenclature; Position (finance); Extracorporeal membrane oxygenation; Maastricht Treaty; Intensive care medicine; Surgery; Taxonomy (biology)","authors":[{"name":"Steven A. Conrad","is_ca":false},{"name":"Lars Mikael Broman","is_ca":false},{"name":"Fabio Silvio Taccone","is_ca":false},{"name":"Roberto Lorusso","is_ca":false},{"name":"Maximilian Malfertheiner","is_ca":false},{"name":"Federico Pappalardo","is_ca":false},{"name":"Matteo Di Nardo","is_ca":false},{"name":"Mirko Belliato","is_ca":false},{"name":"Lorenzo Grazioli","is_ca":false},{"name":"Ryan P. Barbaro","is_ca":false},{"name":"D. Michael McMullan","is_ca":false},{"name":"Vincent Pellegrino","is_ca":false},{"name":"Daniel Brodie","is_ca":false},{"name":"Melania M. Bembea","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Malaika Mendonca","is_ca":false},{"name":"Rodrigo Díaz","is_ca":false},{"name":"Robert H. Bartlett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01114050155617096,"gpt":0.2538583268762199,"spread":0.2427178253200489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01118635,0.001310232,0.001535467,0.006243039,0.003259201,0.007395096,0.002831758,0.006950901,0.009219287],"category_scores_gemma":[0.02530919,0.0005849015,0.001939535,0.005993125,0.005800637,0.004992542,0.005599581,0.009804575,0.00977233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006572424,"about_ca_system_score_gemma":0.01872388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02858735,"about_ca_topic_score_gemma":0.0228924,"domain_scores_codex":[0.9782904,0.005991648,0.004147274,0.001532354,0.008742699,0.001295652],"domain_scores_gemma":[0.9899052,0.002146652,0.0022068,0.0008778846,0.004231182,0.0006322372],"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":[0.00006194714,0.0000212086,0.0009689988,0.0006412627,0.00004323309,0.000317759,0.0006181734,0.0002609462,0.0007236359,0.1469349,0.7403082,0.1090998],"study_design_scores_gemma":[0.000009178558,0.00001144425,0.001013119,0.0009122618,0.00001099784,0.0003664017,0.00009941994,0.00005916142,0.0001094976,0.006916546,0.9904748,0.00001733988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002684006,0.2955814,0.02696974,0.2992736,0.07501512,0.0007482952,0.004258444,0.0005618359,0.2949076],"genre_scores_gemma":[0.05022034,0.2112399,0.09309934,0.2383951,0.04317615,0.003989689,0.01396372,0.00235933,0.3435564],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02858735,"threshold_uncertainty_score":0.05915976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2133485106","doi":"10.2215/cjn.12731211","title":"Renal Replacement Therapy in Critically Ill Patients Receiving Extracorporeal Membrane Oxygenation","year":2012,"lang":"en","type":"review","venue":"Clinical Journal of the American Society of Nephrology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":232,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Children's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Extracorporeal membrane oxygenation; Medicine; Renal replacement therapy; Intensive care medicine; Critically ill; Extracorporeal; Population; Acute kidney injury; Surgery; Internal medicine","authors":[{"name":"David J. Askenazi","is_ca":false},{"name":"David T. Selewski","is_ca":false},{"name":"Matthew L. Paden","is_ca":false},{"name":"David S. Cooper","is_ca":false},{"name":"Brian C. Bridges","is_ca":false},{"name":"Michael Zappitelli","is_ca":true},{"name":"Geoffrey M. Fleming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07065915020246272,"gpt":0.3540545041513704,"spread":0.2833953539489076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005561586,0.000486672,0.001266722,0.001479454,0.0001934921,0.0005008176,0.000497395,0.0005890207,0.001454114],"category_scores_gemma":[0.001232047,0.0001379644,0.0004679791,0.001435743,0.0002186807,0.0005649374,0.0003488489,0.0007409818,0.0006550209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241737,"about_ca_system_score_gemma":0.0007272311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000729763,"about_ca_topic_score_gemma":0.001417315,"domain_scores_codex":[0.9997345,0.00005407799,0.000065744,0.00002964207,0.0001023073,0.00001373529],"domain_scores_gemma":[0.9995177,0.0002615707,0.0001020861,0.000009354146,0.00008778801,0.00002149137],"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":[0.00006434941,0.00006149499,0.0007912196,0.01950754,0.0001576843,0.0002063644,0.00004961183,0.0001327008,0.0006589791,0.0006917072,0.01060061,0.9670778],"study_design_scores_gemma":[0.0001011424,0.0004024234,0.01404858,0.02789724,0.0009040186,0.008589622,0.0002491565,0.0002799491,0.001256441,0.002029565,0.9441921,0.00004973824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001959983,0.9991704,0.00006233047,0.0001354186,0.00007584747,0.000003009496,0.000008335615,0.000002257463,0.0003464582],"genre_scores_gemma":[0.001156959,0.9983924,0.0001461275,0.00007872305,0.00008443446,0.000005003528,0.0000154749,5.008744e-7,0.0001203092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001479454,"threshold_uncertainty_score":0.004864514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515848350","doi":"10.1007/s00134-016-4507-0","title":"Associations between ventilator settings during extracorporeal membrane oxygenation for refractory hypoxemia and outcome in patients with acute respiratory distress syndrome: a pooled individual patient data analysis","year":2016,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":231,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; ARDS; Extracorporeal membrane oxygenation; Plateau pressure; Hypoxemia; Anesthesia; Mechanical ventilation; Anesthesiology; Tidal volume; Positive end-expiratory pressure; Internal medicine; Lung; Respiratory system","authors":[{"name":"Ary Serpa Neto","is_ca":false},{"name":"Matthieu Schmidt","is_ca":false},{"name":"Luciano César Pontes Azevedo","is_ca":false},{"name":"Thomas Bein","is_ca":false},{"name":"Laurent Brochard","is_ca":true},{"name":"Gernot Beutel","is_ca":false},{"name":"Alain Combes","is_ca":false},{"name":"Eduardo Leite Vieira Costa","is_ca":false},{"name":"Carol Hodgson","is_ca":false},{"name":"Christian Lindskov","is_ca":false},{"name":"Matthias Lubnow","is_ca":false},{"name":"Catherina Lueck","is_ca":false},{"name":"Andrew J. Michaels","is_ca":false},{"name":"Marcelo Park","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Tài Pham","is_ca":false},{"name":"Michael Quintel","is_ca":false},{"name":"V. Marco Ranieri","is_ca":false},{"name":"Michael Ried","is_ca":false},{"name":"Roberto Roncon‐Albuquerque","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Shinhiro Takeda","is_ca":false},{"name":"Pierpaolo Terragni","is_ca":false},{"name":"Marie Vejen","is_ca":false},{"name":"Steffen Weber‐Carstens","is_ca":false},{"name":"Tobias Welte","is_ca":false},{"name":"Marcelo Gama de Abreu","is_ca":false},{"name":"Paolo Pelosi","is_ca":false},{"name":"Marcus J. Schultz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04123805209856791,"gpt":0.3065520806104139,"spread":0.265314028511846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003606847,0.00103461,0.005225004,0.001923791,0.000178474,0.001242397,0.001003455,0.0008794453,0.001367668],"category_scores_gemma":[0.009661384,0.0004991043,0.01050825,0.002791653,0.0002797086,0.0008467169,0.0007534975,0.00106189,0.0001591123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725402,"about_ca_system_score_gemma":0.0009930634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00113435,"about_ca_topic_score_gemma":0.002596392,"domain_scores_codex":[0.9972931,0.0009007071,0.0009204484,0.0004447137,0.0003417517,0.000099322],"domain_scores_gemma":[0.9932142,0.004698592,0.001349083,0.0002701154,0.0003810381,0.00008701153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006968247,0.0002463111,0.1228536,0.1776495,0.4342794,0.0005823901,0.0003262457,0.001368909,0.001098193,0.000338628,0.003915137,0.2503733],"study_design_scores_gemma":[0.001388195,0.001774656,0.2165938,0.02419247,0.7345718,0.001690487,0.000528556,0.000899813,0.000559325,0.0008843627,0.01668017,0.0002363088],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02629,0.9717058,0.0006636421,0.0001211816,0.0001450363,0.00005759021,0.0007588338,0.000008423502,0.000249511],"genre_scores_gemma":[0.2488877,0.7444983,0.00266469,0.0005042857,0.0004253177,0.000195951,0.002547505,0.00001915855,0.0002570838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005225004,"threshold_uncertainty_score":0.01907504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2116514292","doi":"10.1161/circulationaha.105.540948","title":"Comparison of Percutaneous Coronary Intervention and Coronary Artery Bypass Grafting After Acute Myocardial Infarction Complicated by Cardiogenic Shock","year":2005,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":229,"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":"National Institutes of Health; National Heart, Lung, and Blood Institute; Green Lane Research and Educational Fund","keywords":"Medicine; Cardiogenic shock; Conventional PCI; Cardiology; Myocardial infarction; Percutaneous coronary intervention; Internal medicine; Interquartile range; Revascularization; Artery","authors":[{"name":"Harvey D. White","is_ca":true},{"name":"Susan F. Assmann","is_ca":true},{"name":"Timothy A. Sanborn","is_ca":true},{"name":"Alice K. Jacobs","is_ca":true},{"name":"John G. Webb","is_ca":true},{"name":"Lynn A. Sleeper","is_ca":true},{"name":"Cheuk-Kit Wong","is_ca":true},{"name":"James T. Stewart","is_ca":true},{"name":"Philip E. Aylward","is_ca":true},{"name":"Shing–Chiu Wong","is_ca":true},{"name":"Judith S. Hochman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01309132167288486,"gpt":0.2489093077859433,"spread":0.2358179861130584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002449225,0.0004748104,0.001435689,0.0004194573,0.0002066072,0.000751117,0.0004944531,0.0010209,0.002100339],"category_scores_gemma":[0.005657183,0.0002451677,0.002333123,0.0004214445,0.000497597,0.0005689781,0.0005394788,0.001198554,0.0002087949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004983793,"about_ca_system_score_gemma":0.0006399628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004708017,"about_ca_topic_score_gemma":0.0009529945,"domain_scores_codex":[0.9974464,0.001456634,0.0002573384,0.0003211185,0.0002647103,0.0002539045],"domain_scores_gemma":[0.9972709,0.001518809,0.0004617313,0.00009515833,0.0001002445,0.0005531726],"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":[0.7967693,0.004489587,0.1260708,0.001589669,0.01042274,0.0003039608,0.0001665898,0.001779754,0.002113138,0.0006230407,0.0009791809,0.05469227],"study_design_scores_gemma":[0.1348798,0.2100548,0.6351324,0.0006181516,0.008543811,0.0006826303,0.0004867701,0.004338074,0.001052915,0.001811311,0.002305836,0.00009353262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909483,0.006969392,0.0001908862,0.0002927334,0.0002385777,0.0001032064,0.0001388539,0.000005233094,0.001112814],"genre_scores_gemma":[0.9966717,0.001989676,0.0001345049,0.0002038555,0.0003733331,0.0001111655,0.0003451239,0.000002468805,0.000168089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002449225,"threshold_uncertainty_score":0.01295292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2185135197","doi":"10.1161/circulationaha.115.016082","title":"Extracorporeal Cardiopulmonary Resuscitation (E-CPR) During Pediatric In-Hospital Cardiopulmonary Arrest Is Associated With Improved Survival to Discharge","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Cardiopulmonary resuscitation; Confidence interval; Propensity score matching; Extracorporeal cardiopulmonary resuscitation; Odds ratio; Hospital discharge; Resuscitation; Extracorporeal; Internal medicine; Anesthesia","authors":[{"name":"Javier J. Lasa","is_ca":true},{"name":"Rachel Rogers","is_ca":true},{"name":"Russell Localio","is_ca":true},{"name":"Justine Shults","is_ca":true},{"name":"Tia T. Raymond","is_ca":true},{"name":"Michael Gaies","is_ca":true},{"name":"Ravi R. Thiagarajan","is_ca":true},{"name":"Peter C. Laussen","is_ca":true},{"name":"Todd J. Kilbaugh","is_ca":true},{"name":"Robert A. Berg","is_ca":true},{"name":"Vinay Nadkarni","is_ca":true},{"name":"Alexis Topjian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01539098272902087,"gpt":0.2174228439039399,"spread":0.202031861174919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009070328,0.0001747658,0.0002439231,0.000324043,0.0001445916,0.0003590346,0.000196823,0.0002339386,0.001448143],"category_scores_gemma":[0.008412385,0.00009934571,0.0004763735,0.0005904197,0.0002231928,0.0003776566,0.000361208,0.0004597744,0.0001103674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002313096,"about_ca_system_score_gemma":0.0004776414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107255,"about_ca_topic_score_gemma":0.001268211,"domain_scores_codex":[0.9994392,0.0001770849,0.00009133068,0.0001113743,0.00009462353,0.0000863202],"domain_scores_gemma":[0.9923832,0.001951451,0.004640165,0.0002637891,0.0003017417,0.0004596693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002110814,0.00002270748,0.9963955,0.00002197822,0.00007313055,0.00005740279,0.00002277039,0.00007353484,0.0001207848,0.00001505126,0.0001037709,0.002882144],"study_design_scores_gemma":[0.000009305524,0.0001098907,0.9990835,0.00001438976,0.00005165254,0.000276046,0.00003686592,0.0002249947,0.00006695966,0.00002083356,0.0001035925,0.000001862115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989212,0.0004605317,0.0001764963,0.00008510507,0.000008922333,0.00000414401,0.0001252064,0.000004414062,0.0002140408],"genre_scores_gemma":[0.9992786,0.0003099858,0.0001107917,0.00001974538,0.00001412046,0.000003998875,0.0002164809,0.000001903418,0.00004428519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001448143,"threshold_uncertainty_score":0.004844546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3053240236","doi":"10.1016/s0140-6736(20)30733-9","title":"Venoarterial extracorporeal membrane oxygenation to rescue sepsis-induced cardiogenic shock: a retrospective, multicentre, international cohort study","year":2020,"lang":"en","type":"article","venue":"The Lancet","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":221,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Agence Nationale de la Recherche","keywords":"Medicine; Cardiogenic shock; Extracorporeal membrane oxygenation; Ejection fraction; Inotrope; Cardiac index; Septic shock; Retrospective cohort study; Internal medicine; Cardiology; Shock (circulatory); Clinical endpoint; Sepsis; Hemodynamics; Anesthesia; Heart failure; Cardiac output; Myocardial infarction; Clinical trial","authors":[{"name":"Nicolas Bréchot","is_ca":false},{"name":"David Hajage","is_ca":false},{"name":"Antoine Kimmoun","is_ca":false},{"name":"Julien Demiselle","is_ca":false},{"name":"Cara Agerstrand","is_ca":false},{"name":"Santiago Montero","is_ca":false},{"name":"Matthieu Schmidt","is_ca":false},{"name":"Charles‐Édouard Luyt","is_ca":false},{"name":"Guillaume Lebreton","is_ca":false},{"name":"Guillaume Hékimian","is_ca":false},{"name":"Erwan Flécher","is_ca":false},{"name":"Élie Zogheib","is_ca":false},{"name":"Bruno Lévy","is_ca":false},{"name":"Arthur S. Slutsky","is_ca":true},{"name":"Daniel Brodie","is_ca":false},{"name":"Pierre Asfar","is_ca":false},{"name":"Alain Combes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03057320613350619,"gpt":0.2573629967636669,"spread":0.2267897906301607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460562,0.0007051284,0.0007530366,0.000596039,0.0007735121,0.001517834,0.0006272009,0.000908224,0.001926769],"category_scores_gemma":[0.003224559,0.0007901574,0.001414549,0.00149459,0.0005805206,0.0008790687,0.0007899522,0.001545059,0.0003979283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560523,"about_ca_system_score_gemma":0.0007184637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003884831,"about_ca_topic_score_gemma":0.004918929,"domain_scores_codex":[0.998716,0.0002848606,0.0001401397,0.0005175805,0.0001337999,0.0002075912],"domain_scores_gemma":[0.9976906,0.0003356282,0.0007622478,0.0005962358,0.000248315,0.0003669722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002774333,0.0001926653,0.9913146,0.0000752474,0.001443273,0.0004223511,0.000357398,0.0000840123,0.0008981383,0.0001694275,0.000514889,0.001753713],"study_design_scores_gemma":[0.0005349165,0.001076309,0.9934383,0.00006090443,0.001127628,0.00139739,0.0008187818,0.0003200087,0.0001449168,0.000130236,0.0009106377,0.00004002744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976106,0.0007906214,0.0003719956,0.00004841606,0.00003255306,0.00003997638,0.0006914286,0.000004539113,0.0004097921],"genre_scores_gemma":[0.9980717,0.0003379025,0.0002899974,0.0001127846,0.0000360997,0.00004703562,0.0009182678,0.000009820034,0.0001764335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003884831,"threshold_uncertainty_score":0.007724404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049900972","doi":"10.1111/j.1600-6143.2009.02549.x","title":"Bridge to Thoracic Organ Transplantation in Patients with Pulmonary Arterial Hypertension Using a Pumpless Lung Assist Device","year":2009,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":221,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Cardiogenic shock; Pulmonary hypertension; Cardiology; Lung; Hemodynamics; Extracorporeal; Ventricle; Extracorporeal membrane oxygenation; Lung transplantation; Transplantation; Cardiac output; Internal medicine; Surgery; Myocardial infarction","authors":[{"name":"M. Strueber","is_ca":false},{"name":"Marius M. Hoeper","is_ca":false},{"name":"Stefan Fischer","is_ca":false},{"name":"Marcelo Cypel","is_ca":true},{"name":"G. Warnecke","is_ca":false},{"name":"Jens Gottlieb","is_ca":false},{"name":"A.F. Pierre","is_ca":true},{"name":"Tobias Welte","is_ca":false},{"name":"Axel Haverich","is_ca":false},{"name":"André Simon","is_ca":false},{"name":"Shaf Keshavjee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289792543402172,"gpt":0.2428993949723487,"spread":0.230001469538327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002414028,0.0005897077,0.000415125,0.000416177,0.00102475,0.000599359,0.0003705946,0.001041934,0.001009644],"category_scores_gemma":[0.000861714,0.000184168,0.0005106635,0.0001834974,0.0005611893,0.0003643157,0.0006802275,0.0009564551,0.0001984164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220872,"about_ca_system_score_gemma":0.0002796948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001972533,"about_ca_topic_score_gemma":0.0004152695,"domain_scores_codex":[0.9998108,0.00004004289,0.00002083839,0.00002819423,0.00002143104,0.00007876365],"domain_scores_gemma":[0.9997042,0.00006177822,0.00004974702,0.00002327259,0.00001166358,0.0001494042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003065087,0.002005141,0.4423977,0.000268312,0.0001730285,0.4091874,0.002799229,0.002551672,0.05138916,0.001140463,0.001227597,0.08379526],"study_design_scores_gemma":[0.001725118,0.01581366,0.2606766,0.0001104475,0.0002503382,0.6942214,0.001887142,0.0061584,0.0134717,0.001370078,0.004210327,0.0001048711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997279,0.0003673203,0.001305053,0.0002846597,0.000040272,0.00003589508,0.00001205644,0.00001408683,0.0006616201],"genre_scores_gemma":[0.9984981,0.0001278332,0.000923324,0.0001590597,0.00008897423,0.00003333646,0.00002594741,0.000003147579,0.0001403058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041934,"threshold_uncertainty_score":0.003377616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096507645","doi":"10.1007/s00134-020-06290-1","title":"Extracorporeal life support for adults with acute respiratory distress syndrome","year":2020,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":221,"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; University of Toronto; University Health Network","funders":"","keywords":"ARDS; Extracorporeal membrane oxygenation; Medicine; Cannula; Extracorporeal; Mechanical ventilation; Life support; Anesthesia; Intensive care medicine; Nasal cannula; Surgery; Lung; Internal medicine","authors":[{"name":"Alain Combes","is_ca":false},{"name":"Matthieu Schmidt","is_ca":false},{"name":"Carol Hodgson","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Niall D. Ferguson","is_ca":true},{"name":"John F. Fraser","is_ca":false},{"name":"Samir Jaber","is_ca":false},{"name":"Antonio Pesenti","is_ca":false},{"name":"Marco Ranieri","is_ca":false},{"name":"Kathy Rowan","is_ca":false},{"name":"Kiran Shekar","is_ca":false},{"name":"A. S. Slutsky","is_ca":true},{"name":"Daniel Brodie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03696087761007863,"gpt":0.2968549248043796,"spread":0.259894047194301,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005948328,0.0009335023,0.00181027,0.001808794,0.0002079644,0.0008511474,0.0006498669,0.001059811,0.00361653],"category_scores_gemma":[0.001581024,0.0002530931,0.0008103143,0.001341631,0.0003239488,0.0008963268,0.0006052987,0.001572107,0.0007917432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090594,"about_ca_system_score_gemma":0.0008859125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009677712,"about_ca_topic_score_gemma":0.002413592,"domain_scores_codex":[0.9997922,0.0000404329,0.00005460444,0.0000419767,0.00005516055,0.000015662],"domain_scores_gemma":[0.9994011,0.0003636522,0.000120017,0.00001130656,0.00007498041,0.00002898064],"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":[0.0001479297,0.0000810649,0.0002428838,0.0531969,0.0003066613,0.00009944837,0.00004095874,0.0001637108,0.0006879399,0.0006069639,0.01320174,0.9312238],"study_design_scores_gemma":[0.0005624587,0.001001982,0.007125425,0.08166993,0.004274066,0.003191984,0.0002039647,0.000393968,0.0009838943,0.001960451,0.8985328,0.00009904826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008176658,0.9994481,0.00004516862,0.0000640017,0.00007577404,0.000003897243,0.000009005202,0.000002509642,0.0002697442],"genre_scores_gemma":[0.0008248318,0.9985385,0.0001499726,0.0001787357,0.0001273071,0.000007921564,0.00002120244,9.124785e-7,0.0001506393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00361653,"threshold_uncertainty_score":0.01209855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3199324847","doi":"10.1016/j.jacc.2021.07.044","title":"Management and Outcomes of Cardiogenic Shock in Cardiac ICUs With Versus Without Shock Teams","year":2021,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":211,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cardiogenic shock; Shock (circulatory); Cardiology; Propensity score matching; Odds ratio; Internal medicine; Intensive care unit; Emergency medicine; Intensive care medicine; Myocardial infarction","authors":[{"name":"Alexander Papolos","is_ca":false},{"name":"Benjamin B. Kenigsberg","is_ca":false},{"name":"David D. Berg","is_ca":false},{"name":"Carlos L. Alviar","is_ca":false},{"name":"Erin A. Bohula","is_ca":false},{"name":"James A. Burke","is_ca":false},{"name":"Anthony Carnicelli","is_ca":false},{"name":"Sunit‐Preet Chaudhry","is_ca":false},{"name":"Stavros G. Drakos","is_ca":false},{"name":"Daniel Gerber","is_ca":false},{"name":"James M. Horowitz","is_ca":false},{"name":"Jason N. Katz","is_ca":false},{"name":"Ellen C. Keeley","is_ca":false},{"name":"Thomas S. Metkus","is_ca":false},{"name":"José Nativi-Nicolau","is_ca":false},{"name":"Jeffrey Snell","is_ca":false},{"name":"Shashank S. Sinha","is_ca":false},{"name":"Wayne Tymchak","is_ca":true},{"name":"Sean van Diepen","is_ca":true},{"name":"David A. Morrow","is_ca":false},{"name":"Christopher F. Barnett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007884048274376446,"gpt":0.2276094352372433,"spread":0.2197253869628668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006708116,0.0002968563,0.0005865991,0.0007894536,0.0008207889,0.001625884,0.0006078673,0.0009524508,0.003052488],"category_scores_gemma":[0.005764694,0.0001937101,0.0009299341,0.0008084363,0.0005101755,0.001361303,0.001323085,0.001183156,0.0003041884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332229,"about_ca_system_score_gemma":0.0008584101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003702153,"about_ca_topic_score_gemma":0.00495316,"domain_scores_codex":[0.9989812,0.0002160084,0.0001186804,0.0001779864,0.0001128876,0.0003931434],"domain_scores_gemma":[0.9975381,0.0003803343,0.001097423,0.00006469954,0.0002115856,0.000707831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002096183,0.0004047195,0.9902749,0.00005321253,0.0002614277,0.0002870156,0.000319603,0.000214082,0.0002026136,0.000164396,0.0007907071,0.004931089],"study_design_scores_gemma":[0.0001191497,0.000989434,0.9951366,0.00006587499,0.0001214308,0.0003564743,0.002070075,0.0004498332,0.00004304519,0.0003046851,0.0003197997,0.00002356269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979966,0.0006468815,0.00003873501,0.0002482596,0.0000452584,0.000014063,0.00024132,0.000002255812,0.0007665866],"genre_scores_gemma":[0.9991332,0.0001919229,0.00002229409,0.0001025877,0.00006672253,0.00001338392,0.0003652096,0.000001376273,0.0001033509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003702153,"threshold_uncertainty_score":0.01021165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588599139","doi":"10.1016/j.jcrc.2017.02.014","title":"Anticoagulation practices and the prevalence of major bleeding, thromboembolic events, and mortality in venoarterial extracorporeal membrane oxygenation: A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":210,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; Mount Sinai Hospital; Toronto General Hospital; University Health Network; University of Toronto; St. Paul's Hospital; Regina General Hospital; University of Alberta; University of Saskatchewan; Stollery Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Extracorporeal cardiopulmonary resuscitation; Meta-analysis; Stroke (engine); Confidence interval; Major bleeding; Emergency medicine; Cardiopulmonary resuscitation; Internal medicine; Intensive care medicine; Atrial fibrillation; Resuscitation","authors":[{"name":"Eric Sy","is_ca":true},{"name":"Michael C. Sklar","is_ca":true},{"name":"L. Lequier","is_ca":true},{"name":"Eddy Fan","is_ca":true},{"name":"Hussein D. Kanji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1468699774804657,"gpt":0.411338719542411,"spread":0.2644687420619454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00418483,0.001785732,0.01015102,0.002722769,0.000564509,0.002241459,0.001407142,0.002052199,0.002071816],"category_scores_gemma":[0.0145896,0.001170908,0.02368864,0.004567935,0.0005608607,0.001176793,0.001083632,0.001768165,0.0001789824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006243,"about_ca_system_score_gemma":0.001810602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005733497,"about_ca_topic_score_gemma":0.01331118,"domain_scores_codex":[0.9967569,0.0008899042,0.001269901,0.0005241605,0.0004085661,0.0001507553],"domain_scores_gemma":[0.9918447,0.005609763,0.001633902,0.000257166,0.0005324154,0.0001219641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003606108,0.0001124511,0.0306964,0.2943809,0.6433288,0.0002524394,0.0001962761,0.000433635,0.0004320626,0.0001426073,0.0008794505,0.02553877],"study_design_scores_gemma":[0.000496752,0.0002274036,0.01519312,0.0115636,0.9705452,0.0002052002,0.00008951488,0.0001517307,0.0001026976,0.0001466664,0.001241113,0.00003696953],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01192195,0.9872205,0.0002231682,0.0000917264,0.00008551007,0.00005622458,0.0002690595,0.000008699173,0.0001231397],"genre_scores_gemma":[0.2006173,0.796285,0.001148837,0.0006643781,0.0002609735,0.0002259462,0.0005418955,0.00001282459,0.000242851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01015102,"threshold_uncertainty_score":0.02213174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782802766","doi":"10.1186/s13613-017-0350-x","title":"Extracorporeal membrane oxygenation for severe Middle East respiratory syndrome coronavirus","year":2018,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Hypoxemia; Middle East respiratory syndrome; Middle East respiratory syndrome coronavirus; Respiratory failure; Refractory (planetary science); Anesthesiology; Renal replacement therapy; Emergency medicine; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Anesthesia; Internal medicine","authors":[{"name":"Mohammed Alshahrani","is_ca":false},{"name":"Anees Sindi","is_ca":false},{"name":"Fayez Alshamsi","is_ca":false},{"name":"Awad Al‐Omari","is_ca":false},{"name":"Mohamed El Tahan","is_ca":false},{"name":"Bayan Alahmadi","is_ca":false},{"name":"Ahmed Ragab Zein","is_ca":false},{"name":"Naif Khatani","is_ca":false},{"name":"Fahad Al-Hameed","is_ca":false},{"name":"Sultan Alamri","is_ca":false},{"name":"Mohammed Abdelzaher","is_ca":false},{"name":"Amenah Alghamdi","is_ca":false},{"name":"Faisal Alfousan","is_ca":false},{"name":"Adel Tash","is_ca":false},{"name":"Wail Tashkandi","is_ca":false},{"name":"Rajaa Al‐Raddadi","is_ca":false},{"name":"Kimberley Lewis","is_ca":true},{"name":"Mohammed A. Badawee","is_ca":false},{"name":"Yaseen M. Arabi","is_ca":false},{"name":"Eddy Fan","is_ca":true},{"name":"Waleed Alhazzani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1516929859901752,"gpt":0.3146713445206751,"spread":0.1629783585305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004380915,0.0002100745,0.0002861753,0.0001886715,0.0002357792,0.0002110738,0.0001483734,0.0001814025,0.0006657534],"category_scores_gemma":[0.0009690712,0.00003454776,0.0002572999,0.0001835083,0.0001725235,0.0001680583,0.0003261412,0.0002887209,0.00009662048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002709249,"about_ca_system_score_gemma":0.0003948714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004205305,"about_ca_topic_score_gemma":0.0006762929,"domain_scores_codex":[0.9997755,0.00005586377,0.00005038782,0.00002427726,0.00005020986,0.0000438678],"domain_scores_gemma":[0.9991158,0.0001519544,0.0004665592,0.00003540239,0.00009366078,0.0001367248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009610835,0.0001545587,0.9532075,0.0003728343,0.0001452089,0.002305802,0.0002095674,0.0002319018,0.00429119,0.000102412,0.00079448,0.0372235],"study_design_scores_gemma":[0.00009566381,0.001932554,0.982667,0.0002307518,0.0001015313,0.00874415,0.0003341445,0.0007265569,0.001949724,0.0001386917,0.003070461,0.000008868587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954613,0.003505238,0.0003130501,0.0001522943,0.00002886018,0.00002850146,0.00009185619,0.000005114164,0.0004138183],"genre_scores_gemma":[0.9983735,0.0009309084,0.0002432872,0.0001005803,0.00004807088,0.00001623419,0.0001919642,7.305181e-7,0.00009474447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006657534,"threshold_uncertainty_score":0.002316892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2640150346","doi":"10.1016/j.healun.2017.06.007","title":"An ISHLT consensus document for prevention and management strategies for mechanical circulatory support infection","year":2017,"lang":"en","type":"review","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":201,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital; St. Paul's Hospital","funders":"International Society for Heart and Lung Transplantation","keywords":"Medicine; Economic shortage; Intensive care medicine; Heart failure; Circulatory system; Destination therapy; Heart transplantation; Quality of life (healthcare); Artificial heart; Cardiology; Nursing","authors":[{"name":"Shimon Kusne","is_ca":false},{"name":"Martha L. Mooney","is_ca":false},{"name":"Lara Danziger‐Isakov","is_ca":false},{"name":"A. Kaan","is_ca":true},{"name":"Lars H. Lund","is_ca":false},{"name":"Haifa Lyster","is_ca":false},{"name":"Georg Wieselthaler","is_ca":false},{"name":"Saima Aslam","is_ca":false},{"name":"B. Cagliostro","is_ca":false},{"name":"Jonathan H. Chen","is_ca":false},{"name":"Pamela Combs","is_ca":false},{"name":"A. Cochrane","is_ca":false},{"name":"Jennifer Conway","is_ca":true},{"name":"Jennifer Cowger","is_ca":false},{"name":"Maria Frigerio","is_ca":false},{"name":"Rochelle Gellatly","is_ca":false},{"name":"Paolo Grossi","is_ca":false},{"name":"Finn Gustafsson","is_ca":false},{"name":"Margaret M. Hannan","is_ca":false},{"name":"Angela Lorts","is_ca":false},{"name":"Stanley I. Martin","is_ca":false},{"name":"Sean Pinney","is_ca":false},{"name":"Fernanda P. Silveira","is_ca":false},{"name":"Stephan Schubert","is_ca":false},{"name":"Stephan Schueler","is_ca":false},{"name":"M. Strueber","is_ca":false},{"name":"Nir Uriel","is_ca":false},{"name":"N. Wrightson","is_ca":false},{"name":"Rachel Zabner","is_ca":false},{"name":"Shirish Huprikar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05376149680750787,"gpt":0.3592143478831105,"spread":0.3054528510756027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01093949,0.001596683,0.004164292,0.005238265,0.0008589281,0.003154537,0.003348617,0.005083994,0.004411757],"category_scores_gemma":[0.01597429,0.0006678177,0.004612461,0.002596087,0.0009921059,0.002490236,0.002191206,0.004473748,0.00199919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00284641,"about_ca_system_score_gemma":0.01852623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008336393,"about_ca_topic_score_gemma":0.009993581,"domain_scores_codex":[0.9959,0.0008088956,0.001452672,0.0002879517,0.001291984,0.0002584133],"domain_scores_gemma":[0.9909129,0.003904825,0.001380186,0.0001847596,0.003253839,0.0003635719],"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":[0.0001945769,0.0001976337,0.0006590925,0.06875656,0.0005867487,0.0001959097,0.0001898963,0.0004854535,0.0005848833,0.004272219,0.1214845,0.8023926],"study_design_scores_gemma":[0.0002547519,0.000280708,0.002727683,0.1985787,0.003000015,0.0007575141,0.0002680117,0.0003034282,0.0007716588,0.003706029,0.7892584,0.0000930756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001089688,0.9888665,0.0007914737,0.006456818,0.001829003,0.0001181792,0.0002268874,0.00003128883,0.001570771],"genre_scores_gemma":[0.001845689,0.983954,0.005196929,0.006230456,0.001036558,0.0002559958,0.0004925115,0.00001324449,0.0009747648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01093949,"threshold_uncertainty_score":0.05785424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2086538506","doi":"10.1186/s13054-014-0675-x","title":"Combination of extracorporeal membrane oxygenation and continuous renal replacement therapy in critically ill patients: a systematic review","year":2014,"lang":"en","type":"review","venue":"Critical Care","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":195,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Critically ill; Renal replacement therapy; Intensive care medicine; Critical illness; Internal medicine","authors":[{"name":"Han Chen","is_ca":false},{"name":"Rong-Guo Yu","is_ca":false},{"name":"Ningning Yin","is_ca":false},{"name":"Zhou Jian-xin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02191370458347153,"gpt":0.2947829811183815,"spread":0.27286927653491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005544669,0.001173391,0.009858868,0.006257312,0.0004985154,0.002107877,0.001681609,0.001712151,0.003687744],"category_scores_gemma":[0.02395974,0.0007985131,0.007742608,0.007388133,0.0006301284,0.001822224,0.0009928941,0.0009178359,0.0001837927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764635,"about_ca_system_score_gemma":0.006526988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004748056,"about_ca_topic_score_gemma":0.01224328,"domain_scores_codex":[0.9931827,0.00258035,0.002412302,0.0005883957,0.001054851,0.0001814536],"domain_scores_gemma":[0.9789662,0.01489697,0.004233674,0.0002364364,0.001407102,0.000259582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003652746,0.00001972658,0.0008646144,0.9601914,0.0175922,0.00008762105,0.00008700611,0.00007415764,0.0001097128,0.0001022298,0.0007072009,0.0197989],"study_design_scores_gemma":[0.0009406265,0.0006050656,0.008298096,0.74888,0.2245854,0.0006753256,0.0002463504,0.0001859038,0.0002417633,0.0003249624,0.01495517,0.00006142325],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001279915,0.9979215,0.00009036307,0.0001258722,0.00005761058,0.0002002962,0.0001697075,0.00000495166,0.0001496647],"genre_scores_gemma":[0.03011084,0.9675811,0.0006893307,0.0004603299,0.0001264363,0.0007128741,0.0002147382,0.000004966021,0.00009946536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009858868,"threshold_uncertainty_score":0.02932334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}