{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":30,"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":"0bbbae0d320f","filters":{"venue":"Annals of Thoracic Surgery Short Reports"}},"results":[{"id":"W4389509626","doi":"10.1016/j.atssr.2023.11.019","title":"Global Cardiac Surgical Volume and Gaps: Trends, Targets, and Way Forward","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Middle income; Population; Medicine; Volume (thermodynamics); Low and middle income countries; Cardiac surgery; Demography; Developing country; Cardiology; Economics; Demographic economics; Environmental health; Economic growth","authors":[{"name":"Dominique Vervoort","is_ca":true},{"name":"Grace Lee","is_ca":true},{"name":"Hiba Ghandour","is_ca":false},{"name":"Camila R. Guetter","is_ca":false},{"name":"Najah Adreak","is_ca":true},{"name":"Brian M. Till","is_ca":false},{"name":"Yihan Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05106357280589523,"gpt":0.3754524637427209,"spread":0.3243888909368257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001303241,0.0002701767,0.001050592,0.0002844748,0.0001096968,0.00002282087,0.00002728337,0.0001200403,0.00007785161],"category_scores_gemma":[0.0004163586,0.0002410154,0.0004266047,0.0007824677,0.0002561998,0.0001419085,0.0001922719,0.00009824779,0.00000727971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001627307,"about_ca_system_score_gemma":0.0001035589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008458631,"about_ca_topic_score_gemma":0.00001561848,"domain_scores_codex":[0.9975547,0.00008355823,0.000728816,0.0005631265,0.0005512302,0.0005185601],"domain_scores_gemma":[0.9984725,0.000246894,0.000113683,0.0004490385,0.0002559282,0.0004620058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001547387,0.00004087867,0.573288,0.0001843964,0.0002581089,0.004406167,0.00003598483,2.391418e-7,0.00001083825,0.000001212695,0.05053563,0.3710839],"study_design_scores_gemma":[0.00001790391,0.0001014119,0.8699638,0.000222054,0.0003173813,0.001547848,0.0002120182,0.00005150533,0.001167644,0.0002312358,0.125821,0.0003462509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740506,0.01958011,7.600361e-7,0.001425921,0.0004175795,0.000204612,0.00009916964,0.0001677141,0.004053494],"genre_scores_gemma":[0.9930245,0.00425686,0.00002547475,0.00008182633,0.000189479,0.00003251843,0.0001246667,0.00002691697,0.002237713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3707376,"threshold_uncertainty_score":0.9828322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307959058","doi":"10.1016/j.atssr.2022.10.017","title":"ECMO During COVID-19: A Society of Thoracic Surgeons/Extracorporeal Life Support Organization Survey","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Winnipeg Regional Health Authority","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"Extracorporeal membrane oxygenation; Medicine; Triage; Pandemic; Life support; Cardiothoracic surgery; Credentialing; Extracorporeal; Coronavirus disease 2019 (COVID-19); Workforce; Emergency medicine; Medical emergency; Intensive care medicine; General surgery; Nursing; Surgery; Internal medicine; Disease; Infectious disease (medical specialty)","authors":[{"name":"Rita C. Milewski","is_ca":false},{"name":"Subhasis Chatterjee","is_ca":false},{"name":"HelenMari Merritt-Genore","is_ca":false},{"name":"J.W. Awori Hayanga","is_ca":false},{"name":"Michael C. Grant","is_ca":false},{"name":"Nathalie Roy","is_ca":false},{"name":"Hitoshi Hirose","is_ca":false},{"name":"Rainer Moosdorf","is_ca":false},{"name":"Glenn J.R. Whitman","is_ca":false},{"name":"Jonathan W. Haft","is_ca":false},{"name":"Brett Hiebert","is_ca":true},{"name":"Christine Stead","is_ca":false},{"name":"Peter Rycus","is_ca":false},{"name":"Rakesh C. Arora","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08323289274486538,"gpt":0.3393528015606275,"spread":0.2561199088157621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010351,0.0004811789,0.00131345,0.0004336755,0.0003379474,0.00003738851,0.000337969,0.0002334539,0.002996478],"category_scores_gemma":[0.002260829,0.0005615291,0.0006829497,0.002114633,0.0001181376,0.0004102555,0.0002923008,0.0004749433,0.000005318529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127557,"about_ca_system_score_gemma":0.001024708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003405081,"about_ca_topic_score_gemma":0.00004745324,"domain_scores_codex":[0.9938136,0.0006301207,0.002622102,0.0007530306,0.001432619,0.0007484851],"domain_scores_gemma":[0.9954399,0.001024825,0.0009549735,0.001206331,0.0005738573,0.0008000634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008071927,0.0002000351,0.9521651,0.001521046,0.000452415,0.0007222851,0.0002606406,0.0165585,0.002053698,0.000003176818,0.02138081,0.004601518],"study_design_scores_gemma":[0.00003552435,0.0001213469,0.5679801,0.0001832439,0.0003419323,0.00293403,0.0008820092,0.003632478,0.4084535,0.0004589485,0.01246169,0.002515238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958891,0.0004972244,0.001185757,0.000139866,0.0009024387,0.0004240228,0.0002506233,0.0004904651,0.0002205312],"genre_scores_gemma":[0.9977762,0.0001607308,0.0001027829,0.0003618586,0.00006825599,0.00005968515,0.001206017,0.0001648044,0.00009969774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4063998,"threshold_uncertainty_score":0.9996836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384157300","doi":"10.1016/j.atssr.2023.06.009","title":"Five-Year Outcomes of Hybrid Arch Frozen Elephant Trunk Repair With Novel Multibranched Hybrid Graft","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Elephant trunks; Medicine; Surgery; Aortic arch; Aneurysm; Aortic dissection; Dissection (medical); Aorta; Trunk; Stroke (engine); Descending aorta","authors":[{"name":"Junichi Shimamura","is_ca":true},{"name":"Rami M. Abazid","is_ca":true},{"name":"Jill Gelinas","is_ca":true},{"name":"Matthew Valdis","is_ca":true},{"name":"Audra A. Duncan","is_ca":true},{"name":"Adam Power","is_ca":true},{"name":"Luc Dubois","is_ca":true},{"name":"Michael Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08770068383914446,"gpt":0.3625445725608895,"spread":0.274843888721745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001271641,0.0003933095,0.001472736,0.0005050724,0.00006354038,0.00001103088,0.00008883318,0.00006261417,0.00008300396],"category_scores_gemma":[0.0005391631,0.0002885739,0.000894759,0.0005673422,0.000223012,0.0001848248,0.00008875889,0.0001480765,0.000008474319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001655665,"about_ca_system_score_gemma":0.0003540136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001590042,"about_ca_topic_score_gemma":0.000006305916,"domain_scores_codex":[0.996388,0.00006320582,0.00130378,0.0006892013,0.000975861,0.0005799854],"domain_scores_gemma":[0.9971356,0.0004807014,0.000553818,0.001132204,0.0003624321,0.0003351833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009212276,0.001189111,0.9626117,0.0004367342,0.002060751,0.008181456,0.0001068662,0.00003485398,0.0005811451,0.000003783522,0.005599516,0.0182729],"study_design_scores_gemma":[0.0001233431,0.0002888475,0.6983064,0.0006239377,0.0009459496,0.0008190268,0.0003293764,0.0003560126,0.2966953,0.0001397543,0.000909682,0.0004624344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970717,0.0003243554,0.00006919495,0.000458615,0.0001433178,0.0006714936,0.00009668126,0.0003257683,0.0008388812],"genre_scores_gemma":[0.9968107,0.0001854519,0.0006127854,0.000126293,0.00006734706,0.00008679915,0.0006236852,0.00007552244,0.001411435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2961141,"threshold_uncertainty_score":0.9999567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386210360","doi":"10.1016/j.atssr.2023.07.020","title":"Engaging or Deterring the Next Generation? An Analysis of Fees for Cardiac Surgery Conferences","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Cardiac surgery; Medicine; Business; Cardiology","authors":[{"name":"Kelsey Stefanyk","is_ca":true},{"name":"Alejandra Castro‐Varela","is_ca":false},{"name":"Nicolas Mourad","is_ca":true},{"name":"Dominique Vervoort","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4367913315190594,"gpt":0.4583615417400443,"spread":0.02157021022098493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102237,0.0001392857,0.0006937846,0.0007218625,0.0005868131,0.0001647553,0.0001583672,0.00006642547,0.0001525388],"category_scores_gemma":[0.001175502,0.0001034795,0.0007329631,0.001918367,0.0002059269,0.0004079416,0.00006136941,0.00005922481,7.248501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000129971,"about_ca_system_score_gemma":0.0004786595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004085735,"about_ca_topic_score_gemma":0.007069692,"domain_scores_codex":[0.9973139,0.000473616,0.0008904669,0.0003534917,0.0005884634,0.0003800822],"domain_scores_gemma":[0.9960532,0.00238395,0.0004676808,0.000473942,0.0005210799,0.0001001615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003534614,0.00006619625,0.3588538,0.00007123591,0.001195425,0.00004307085,0.003448859,0.0009031587,0.0001727433,0.0003190968,0.007641071,0.6272501],"study_design_scores_gemma":[0.00001763403,0.0002328899,0.406731,0.0009262322,0.007600338,0.00001216585,0.224957,0.04765203,0.07462808,0.005025078,0.2292584,0.00295913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964191,0.0002013187,0.0002905432,0.001149236,0.0006916022,0.0003239843,0.00002758202,0.00007242407,0.0008242651],"genre_scores_gemma":[0.9977111,0.001317733,0.00004455302,0.00007277764,0.0002290538,0.0001057376,0.0002021754,0.00001037073,0.0003064709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6242909,"threshold_uncertainty_score":0.6176437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297015839","doi":"10.1016/j.atssr.2022.09.008","title":"Physical Simulation of Transcatheter Edge-to-Edge Repair Using Image-Derived 3D Printed Heart Models","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health; Children's Hospital of Philadelphia","keywords":"Computer science; Enhanced Data Rates for GSM Evolution; 3d model; Biomedical engineering; 3d printed; Medicine; Simulation; Artificial intelligence","authors":[{"name":"Stephen Ching","is_ca":false},{"name":"Alana Cianciulli","is_ca":false},{"name":"Maura Flynn","is_ca":false},{"name":"Elizabeth Silvestro","is_ca":false},{"name":"Patricia Sabin","is_ca":false},{"name":"András Lassó","is_ca":true},{"name":"Reena M. Ghosh","is_ca":false},{"name":"Matthew J. Gillespie","is_ca":false},{"name":"Matthew A. Jolley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06944226107543765,"gpt":0.3508416175965807,"spread":0.281399356521143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008917128,0.0001883572,0.0006354675,0.0003127891,0.00006702896,0.000004162097,0.00009352111,0.00009865758,0.00005798283],"category_scores_gemma":[0.0001542503,0.0002018761,0.0005830702,0.0004849671,0.00009684534,0.0001656635,0.00008534157,0.0002654863,8.228523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002873275,"about_ca_system_score_gemma":0.00006365309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001508817,"about_ca_topic_score_gemma":7.579624e-7,"domain_scores_codex":[0.998087,0.00008412136,0.0007653189,0.0003139367,0.0004174398,0.0003321422],"domain_scores_gemma":[0.9988891,0.000200634,0.0001223457,0.0005136208,0.0001487798,0.0001254574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001120503,0.0003408422,0.001614054,0.0002924989,0.0003066024,0.0002740164,0.0005919493,0.8361933,0.04071036,0.00001019127,0.001006329,0.1185478],"study_design_scores_gemma":[0.000007510874,0.00006082853,0.0002639514,0.00009838734,0.00006651686,0.0001425468,0.00009767762,0.6474234,0.3448163,0.000930648,0.005779707,0.000312525],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762858,0.0003183052,0.02204912,0.00009043723,0.0002947849,0.0002562578,0.00001137331,0.0003932792,0.0003006765],"genre_scores_gemma":[0.9985813,0.00002811772,0.001146409,0.00008203149,0.00004933639,0.00003472157,0.00001828434,0.00004479659,0.00001493953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.304106,"threshold_uncertainty_score":0.823227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4310077430","doi":"10.1016/j.atssr.2022.11.014","title":"Neoadjuvant Targeted Therapy in Non–Small Cell Lung Cancer and Its Impact on Surgical Outcomes","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"Cancer Research Society; Novartis Pharmaceuticals Corporation; AstraZeneca; Takeda Pharmaceutical Company; Bristol-Myers Squibb; Bayer Corporation; Fondation de l'Hôpital Général de Montréal; Amgen","keywords":"Medicine; Neoadjuvant therapy; Oncology; Targeted therapy; Lung cancer; Internal medicine; Cancer; Breast cancer","authors":[{"name":"Mark Sorin","is_ca":true},{"name":"Caroline Huynh","is_ca":true},{"name":"Merav Rokah","is_ca":true},{"name":"Laurie-Rose Dubé","is_ca":true},{"name":"Roni Rayes","is_ca":true},{"name":"Linda Ofiara","is_ca":true},{"name":"Benjamin Shieh","is_ca":true},{"name":"Scott Owen","is_ca":true},{"name":"Pierre Fiset","is_ca":true},{"name":"Sophie Cammilleri-Broët","is_ca":true},{"name":"Sara Najmeh","is_ca":true},{"name":"Jonathan Cools‐Lartigue","is_ca":true},{"name":"Lorenzo Ferri","is_ca":true},{"name":"Jonathan Spicer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05216928060745071,"gpt":0.4041371759371066,"spread":0.3519678953296559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114635,0.0003098659,0.001036332,0.0003423025,0.00008455444,0.00001389587,0.00005157996,0.00007483419,0.0005224743],"category_scores_gemma":[0.00004173,0.000221553,0.000454877,0.0003650893,0.00002640408,0.00006810088,0.0000707767,0.0002532676,6.286615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001701014,"about_ca_system_score_gemma":0.0003558479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008528882,"about_ca_topic_score_gemma":0.00002698365,"domain_scores_codex":[0.997584,0.0001155499,0.0007746894,0.0005326226,0.0005560882,0.0004370851],"domain_scores_gemma":[0.9985251,0.0003990497,0.0002960733,0.000431771,0.0001209333,0.0002270565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007357243,0.001004329,0.924404,0.0001090695,0.0003250283,0.008296225,0.0001692408,0.0003677419,0.000106225,4.083207e-7,0.003845944,0.06063611],"study_design_scores_gemma":[0.0001183323,0.0005557666,0.9303351,0.000286401,0.0001098554,0.0004216642,0.00006289697,0.0001762954,0.06550605,0.00001237775,0.002105862,0.0003093753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796202,0.01702566,1.563712e-7,0.001666523,0.0003764425,0.0007675421,0.00004460713,0.00003011434,0.0004687657],"genre_scores_gemma":[0.9915568,0.006934592,0.00000627285,0.0005658997,0.00005944672,0.0004044564,0.00007611617,0.00004109125,0.0003553017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06539983,"threshold_uncertainty_score":0.9034669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406229560","doi":"10.1016/j.atssr.2024.12.012","title":"Intracardiac Cement Embolism After Percutaneous Vertebroplasty","year":2025,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University; Kingston Health Sciences Centre; Health Sciences North; Queen's University","funders":"","keywords":"Percutaneous vertebroplasty; Intracardiac injection; Percutaneous; Cement; Medicine; Embolism; Radiology; Bone cement; Surgery; Internal medicine; Osteoporosis; Materials science; Metallurgy","authors":[{"name":"Jonathan Hammond","is_ca":true},{"name":"Hooman Hennessey","is_ca":true},{"name":"Andreas Kumar","is_ca":true},{"name":"Matthew Cavanagh","is_ca":true},{"name":"Mary Catherine Kerr","is_ca":true},{"name":"Gregory Papadopoulos","is_ca":true},{"name":"Rony Atoui","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03444822254724181,"gpt":0.3753190281114857,"spread":0.3408708055642439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009366752,0.0002129861,0.0006637609,0.0003333112,0.0000776191,0.00002981907,0.00004593902,0.0001826962,0.000150584],"category_scores_gemma":[0.0005438689,0.0001837171,0.0004842117,0.0002962672,0.00008469466,0.00009334928,0.00005954246,0.000193769,0.00000406847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003235086,"about_ca_system_score_gemma":0.0002261266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003883015,"about_ca_topic_score_gemma":0.000003612774,"domain_scores_codex":[0.9978251,0.00004800513,0.0009567614,0.000373402,0.0004524172,0.0003443523],"domain_scores_gemma":[0.9983279,0.0001862394,0.0002161496,0.0006325188,0.0004761692,0.0001610676],"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":[0.0008777726,0.0001848377,0.1340231,0.0002408656,0.0003140881,0.004559535,0.00002956299,0.000002298852,0.001031183,0.0000218051,0.04660971,0.8121052],"study_design_scores_gemma":[0.000008210219,0.0002004695,0.1337181,0.001162,0.0002758334,0.003165016,0.00009051418,0.0000288947,0.3988208,0.001643597,0.460433,0.0004535081],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839004,0.004322175,0.0004190015,0.001396348,0.0009501067,0.0003833982,0.000006356272,0.0001647461,0.008457505],"genre_scores_gemma":[0.9944856,0.00221055,0.0003252083,0.001186961,0.0001158784,0.0000531965,0.00003836971,0.00002172985,0.001562565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8116518,"threshold_uncertainty_score":0.7491764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311424757","doi":"10.1016/j.atssr.2022.12.004","title":"Task Sharing in Global Cardiac Surgery: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Annals of Thoracic Surgery Short Reports","topic":"Global Health and Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Task (project management); Cardiac surgery; Medicine; Cardiology; Engineering","authors":[{"name":"Laura DiChiacchio","is_ca":false},{"name":"Alejandra Castro‐Varela","is_ca":false},{"name":"Dominique Vervoort","is_ca":true},{"name":"Amy G. Fiedler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2242005641156574,"gpt":0.489951685995777,"spread":0.2657511218801196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01964506,0.001039371,0.0139422,0.001023364,0.000133877,0.00003239435,0.0002429144,0.0005425204,0.0005992436],"category_scores_gemma":[0.005547292,0.0009748387,0.005803202,0.00363613,0.000106791,0.0002174234,0.0004368771,0.0009892503,0.00001627026],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004117641,"about_ca_system_score_gemma":0.007099028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004052058,"about_ca_topic_score_gemma":0.00002158219,"domain_scores_codex":[0.9868827,0.001050755,0.006927276,0.001696245,0.001720477,0.001722493],"domain_scores_gemma":[0.9912299,0.002681192,0.002582298,0.002311879,0.0003008278,0.0008939163],"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":[0.00003087566,0.0001181922,0.02057145,0.3008826,0.0002110596,0.007893159,0.000002869673,1.634112e-7,9.625539e-9,5.628457e-7,0.023467,0.6468221],"study_design_scores_gemma":[0.000001264132,0.00001389409,0.00009594281,0.4387024,0.0006134999,0.002244102,0.00000431444,2.098454e-7,0.000002088986,0.00001278448,0.5578718,0.0004376305],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004930653,0.9900773,9.155474e-7,0.000198649,0.002620211,0.003523267,0.0001467714,0.0001348036,0.002805054],"genre_scores_gemma":[0.0002195545,0.9953016,0.00001758497,0.001260365,0.0002900677,0.0008162327,0.001851045,0.0001238238,0.0001197018],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6463845,"threshold_uncertainty_score":0.9992702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295286818","doi":"10.1016/j.atssr.2022.06.002","title":"Atypical Vertebral Hemangioma in a Patient With Newly Diagnosed Pulmonary Nodule","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Asymptomatic; Hemangioma; Nodule (geology); Radiology; Population; Incidence (geometry); Pathology","authors":[{"name":"Armin Rouhi","is_ca":true},{"name":"Simon R. Turner","is_ca":true},{"name":"Scott P. Johnson","is_ca":true},{"name":"Robert MacEwan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0428738483401222,"gpt":0.3394639931212864,"spread":0.2965901447811642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006252084,0.0001812834,0.0005666289,0.0003947963,0.0000747928,0.000008609236,0.00005626821,0.00007239682,0.0003982921],"category_scores_gemma":[0.0001925625,0.0001528335,0.0002554115,0.0005715103,0.00005624508,0.0001103217,0.00009596987,0.0002698487,9.567551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004192461,"about_ca_system_score_gemma":0.0001733838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001848145,"about_ca_topic_score_gemma":0.00001157105,"domain_scores_codex":[0.9977601,0.00008957739,0.000766516,0.0003836306,0.0006916952,0.000308489],"domain_scores_gemma":[0.9987929,0.0001327285,0.0002932113,0.0004923927,0.0001449287,0.0001438187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002554529,0.001147512,0.5954965,0.0001002896,0.00008330274,0.06031109,0.0001460562,0.00008783406,0.0006434122,0.000006772173,0.01316455,0.3262582],"study_design_scores_gemma":[0.00004720419,0.002057257,0.7428883,0.0006667089,0.0001169452,0.02477964,0.0006903687,0.000323553,0.1801646,0.0006675353,0.04683159,0.0007663564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962955,0.0007829323,0.00006760969,0.001185284,0.0001393874,0.0004436792,0.000006628394,0.00008770799,0.0009912548],"genre_scores_gemma":[0.9979324,0.00006192428,0.0003431421,0.001169404,0.00005083861,0.0001854142,0.0001332276,0.00003189165,0.0000917428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3254918,"threshold_uncertainty_score":0.6232369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391888683","doi":"10.1016/j.atssr.2024.01.012","title":"Pneumonectomy for Osteosarcoma Metastases: Two Compelling Cases With Unique Radiology","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Moncton Hospital; Université de Sherbrooke; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Pneumonectomy; Medicine; Osteosarcoma; Radiology; Lung; Surgery; Pathology; Internal medicine","authors":[{"name":"Lujain Attar","is_ca":true},{"name":"Daniel French","is_ca":true},{"name":"Daria Manos","is_ca":true},{"name":"Nicholas Finn","is_ca":true},{"name":"Aneil Mujoomdar","is_ca":true},{"name":"Alison Wallace","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1119469449691265,"gpt":0.4105976881351933,"spread":0.2986507431660668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001368453,0.0003204471,0.001106079,0.000411604,0.00007096415,0.00003708592,0.00004727375,0.00008812339,0.0000581328],"category_scores_gemma":[0.0002417435,0.0002284349,0.0005939946,0.0003921747,0.000126345,0.0001308426,0.00002913297,0.0001382036,0.000003206782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002989319,"about_ca_system_score_gemma":0.0003302715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000197534,"about_ca_topic_score_gemma":0.00003619496,"domain_scores_codex":[0.9976336,0.0001218247,0.0008652663,0.0006082868,0.0003250444,0.0004460011],"domain_scores_gemma":[0.9960838,0.002603311,0.0001934255,0.0005942938,0.0003103634,0.0002148013],"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":[0.001152429,0.001090069,0.3863754,0.001195822,0.003799908,0.1213413,0.0001338883,0.0001758946,0.0008466736,0.0001248536,0.01570125,0.4680625],"study_design_scores_gemma":[0.0000840671,0.001580186,0.009559158,0.003760188,0.003023399,0.1060391,0.0002674611,0.0004297391,0.7665522,0.0007944712,0.1070013,0.0009088455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744085,0.02213291,0.0004820983,0.001182817,0.0003536333,0.0008762007,0.00006805314,0.0001614378,0.0003343239],"genre_scores_gemma":[0.9963655,0.00103197,0.001293583,0.0003206314,0.0001597327,0.000251679,0.0004203186,0.00006729155,0.00008933397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7657055,"threshold_uncertainty_score":0.9315304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387244462","doi":"10.1016/j.atssr.2023.09.014","title":"Anticoagulation of HeartMate 3 Left Ventricular Assist Device With Apixaban","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital; Alberta Health; University of Alberta Hospital; Alberta Hospital Edmonton; Alberta Health Services","funders":"","keywords":"Apixaban; Cardiology; Internal medicine; Ventricular assist device; Medicine; Heart failure; Warfarin; Atrial fibrillation; Rivaroxaban","authors":[{"name":"Emily Cowley","is_ca":true},{"name":"June Chen","is_ca":true},{"name":"Hazal E. Babadagli","is_ca":true},{"name":"Qiang Fu","is_ca":true},{"name":"Jennifer Conway","is_ca":true},{"name":"Holger Buchholz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07245193483183826,"gpt":0.3295310242758875,"spread":0.2570790894440493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669999,0.0002230817,0.000679267,0.0003769129,0.00004131316,0.00001915627,0.00008620712,0.0001196987,0.00010524],"category_scores_gemma":[0.0001537705,0.0002055144,0.0002411368,0.0008531595,0.00004712922,0.0002587772,0.0000345615,0.0001130971,0.00001414554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001123544,"about_ca_system_score_gemma":0.00005803407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001735942,"about_ca_topic_score_gemma":0.00000709462,"domain_scores_codex":[0.9975449,0.00006775863,0.001042394,0.0003079339,0.0006535975,0.0003833547],"domain_scores_gemma":[0.9984766,0.0002268568,0.0002727247,0.0006238432,0.0002495378,0.0001505011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002379795,0.00005515859,0.9579618,0.001030578,0.0003092843,0.002331708,0.00004709066,0.01288092,0.002385297,0.00000791167,0.001907604,0.02105887],"study_design_scores_gemma":[0.000006661071,0.0000359518,0.3262142,0.0005580455,0.0001169722,0.0006537996,0.00005781579,0.005703444,0.6621502,0.0002311846,0.003779844,0.0004919192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978487,0.0003854658,0.0003857345,0.00005676271,0.0003203706,0.0001987526,0.000008720737,0.0003536318,0.0004418696],"genre_scores_gemma":[0.9996024,0.0000284417,0.00009545885,0.00002873976,0.00004190886,0.000009460598,0.0001067906,0.00005567251,0.00003116056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597649,"threshold_uncertainty_score":0.8380632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400132409","doi":"10.1016/j.atssr.2024.06.013","title":"Noninflammatory Causes of Pulmonary Edema During Ex Vivo Lung Perfusion","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Ex vivo; Pulmonary edema; Lung; Medicine; Perfusion; Edema; In vivo; Cardiology; Internal medicine; Pathology; Biology","authors":[{"name":"Jennifer Whiteley","is_ca":true},{"name":"Hongchao Shan","is_ca":true},{"name":"Jonathan Yeung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06418862878353927,"gpt":0.3984189238354822,"spread":0.3342302950519429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001834043,0.0002316578,0.0007964303,0.0004693662,0.00005664224,0.00001618111,0.00004924092,0.0001476253,0.0002948997],"category_scores_gemma":[0.0002056811,0.0001944086,0.0005476975,0.0003676392,0.00009323754,0.0002302937,0.00003647314,0.0001746724,0.000002499192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001688332,"about_ca_system_score_gemma":0.0002576053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004880655,"about_ca_topic_score_gemma":0.000003741371,"domain_scores_codex":[0.9973595,0.0001100913,0.001217332,0.0004145668,0.0005966009,0.0003019446],"domain_scores_gemma":[0.9983109,0.0005662077,0.0002357115,0.0004972091,0.000230908,0.0001590891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003337024,0.0001150831,0.7782283,0.005551874,0.0002617371,0.02086237,0.0003387379,0.00002067825,0.1055606,0.000006260183,0.0009803617,0.08774029],"study_design_scores_gemma":[0.00000511878,0.00001991344,0.2243491,0.00265501,0.0002316964,0.004113038,0.00009755895,0.00009750194,0.7668149,0.0000452681,0.001381154,0.0001897028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889662,0.007259547,0.0001378993,0.0003502192,0.0008604726,0.0002473654,0.00001281312,0.0001286619,0.002036809],"genre_scores_gemma":[0.9956293,0.002295115,0.0004973746,0.00006063542,0.0002226646,0.00001253029,0.00003769426,0.00004700451,0.001197733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6612544,"threshold_uncertainty_score":0.7927754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405802679","doi":"10.1016/j.atssr.2024.12.006","title":"Reading Between the Lines: Determinants of a High-Quality Letter of Recommendation in Cardiothoracic Surgery","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Reading (process); Cardiothoracic surgery; Medicine; Quality (philosophy); Medical physics; Computer science; Surgery; Linguistics; Philosophy","authors":[{"name":"Pauline H. Go","is_ca":false},{"name":"Emma R Zulch","is_ca":false},{"name":"Monica Zukowski","is_ca":false},{"name":"Matthew D. Taylor","is_ca":false},{"name":"Michael F. Reed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1784436611423324,"gpt":0.4483925487881903,"spread":0.2699488876458579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02475365,0.0001422075,0.0009066127,0.0004430214,0.00009846473,0.00003404885,0.0001882444,0.0001583983,0.00008100126],"category_scores_gemma":[0.002256615,0.0001163613,0.0004165436,0.001028204,0.000404851,0.0003754467,0.00008504818,0.0001901073,0.00000115476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236849,"about_ca_system_score_gemma":0.0003423293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005068473,"about_ca_topic_score_gemma":0.0002706398,"domain_scores_codex":[0.996032,0.0008761099,0.001473082,0.0003196077,0.0009770616,0.0003221305],"domain_scores_gemma":[0.9948974,0.003761574,0.0005467197,0.0003837642,0.0003304826,0.00008002617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002354082,0.0000251872,0.6349157,0.0002978098,0.0000632353,0.0001529924,0.001330106,0.000003436543,0.0000411141,0.000007417494,0.006364327,0.3567751],"study_design_scores_gemma":[0.0000158166,0.00007856657,0.6993334,0.007265313,0.0005189128,0.000062223,0.01339054,0.00002105007,0.2033449,0.00377937,0.07120354,0.0009863571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994242,0.000426195,0.00005178737,0.002756345,0.001187254,0.000182776,0.0000289662,0.00003084276,0.001093815],"genre_scores_gemma":[0.9986585,0.0006227076,0.00002300315,0.0001848653,0.0003447138,0.000007126005,0.00004280078,0.00001204083,0.00010422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3557888,"threshold_uncertainty_score":0.857917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399761240","doi":"10.1016/j.atssr.2024.06.001","title":"Artificial Intelligence to Enhance Readability of Cardiac Surgery Patient Education Material","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Readability; Cardiac surgery; Medicine; Psychology; Computer science; Cardiology","authors":[{"name":"Busra Cangut","is_ca":false},{"name":"Jessica G.Y. Luc","is_ca":true},{"name":"Ourania Preventza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.200493349871075,"gpt":0.4905908077689833,"spread":0.2900974578979083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003076626,0.0002091467,0.0008056958,0.00050897,0.00005432023,0.00003230173,0.00005272671,0.000160313,0.0002251293],"category_scores_gemma":[0.00199496,0.000197898,0.0004761717,0.0008613061,0.000117966,0.000200094,0.00004000013,0.0001532482,0.00002003789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006739276,"about_ca_system_score_gemma":0.001919363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064879,"about_ca_topic_score_gemma":0.0000177818,"domain_scores_codex":[0.9960652,0.0001777592,0.002248772,0.0005754124,0.0005738207,0.0003590484],"domain_scores_gemma":[0.9966676,0.0009884568,0.000312067,0.0007527827,0.001007451,0.0002716875],"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":[0.0002762298,0.0003405164,0.02181694,0.0009454174,0.00005779783,0.00004274957,0.0006227329,0.000008142923,0.004335463,0.000005334031,0.00674172,0.964807],"study_design_scores_gemma":[3.031289e-9,0.00008546684,0.0004615817,0.001075137,0.00004942759,0.00006213335,0.0006212071,0.00001276471,0.9913972,0.002186057,0.003890652,0.0001583843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887713,0.001439616,0.0002323983,0.002160457,0.006378408,0.000623605,0.00002647659,0.00007240345,0.0002953012],"genre_scores_gemma":[0.9980532,0.0004684722,0.0002582744,0.0002235575,0.0006450596,0.0001108789,0.0001491741,0.00003022223,0.00006114482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9870617,"threshold_uncertainty_score":0.8070045,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4403908500","doi":"10.1016/j.atssr.2024.10.014","title":"Optimal Management of the Cyanotic Neonate With Tetralogy of Fallot—A Clinical Decision Analysis","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Tetralogy of Fallot; Medicine; Cardiology; Internal medicine; Intensive care medicine; Heart disease","authors":[{"name":"Samuel M. Hoenig","is_ca":false},{"name":"Kunaal S. Sarnaik","is_ca":false},{"name":"Brian W. McCrindle","is_ca":true},{"name":"Karl F. Welke","is_ca":false},{"name":"Rashed Mahboubi","is_ca":false},{"name":"Tara Karamlou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07716541830989222,"gpt":0.4186181874908304,"spread":0.3414527691809382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001885173,0.0001949879,0.001137848,0.0004435536,0.00003442416,0.000007520289,0.00008440534,0.0000794938,0.00008345966],"category_scores_gemma":[0.0002362544,0.0001202535,0.001274338,0.001608551,0.0003627135,0.00007313347,0.0001690976,0.0001516428,0.000001550443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001128697,"about_ca_system_score_gemma":0.000185561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003550221,"about_ca_topic_score_gemma":0.00002451045,"domain_scores_codex":[0.9967664,0.0001048267,0.0016045,0.0004529739,0.0008142572,0.0002570522],"domain_scores_gemma":[0.9975792,0.0007613135,0.0002015536,0.0008960011,0.0004336109,0.0001282876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005533569,0.000245202,0.6734129,0.0007387917,0.005671692,0.002886087,0.00004340446,0.0001263127,0.00002827285,0.000003256059,0.001051006,0.3152398],"study_design_scores_gemma":[0.00001893908,0.0002479418,0.9747074,0.002244987,0.007479276,0.000367677,0.0002528458,0.0005949974,0.01206295,0.0001364245,0.001660453,0.000226085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937164,0.003937375,0.0001935639,0.0002260793,0.0003537906,0.0003431097,0.00001449926,0.00003280481,0.001182331],"genre_scores_gemma":[0.9981151,0.0007323266,0.0006171205,0.00005357109,0.00003515435,0.00001303753,0.000009842519,0.00002312843,0.0004007315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3150137,"threshold_uncertainty_score":0.4903798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378574882","doi":"10.1016/j.atssr.2023.05.001","title":"Four-Dimensional Flow Magnetic Resonance Imaging Evaluation of Post–Ross David Procedure With Valve Repair","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Magnetic resonance imaging; Flow (mathematics); Nuclear magnetic resonance; Geology; Medicine; Mechanics; Physics; Radiology","authors":[{"name":"Benjamin Thomae","is_ca":false},{"name":"Anthony Maroun","is_ca":false},{"name":"Paul J. Devlin","is_ca":false},{"name":"David Drullinsky","is_ca":true},{"name":"Michael Markl","is_ca":false},{"name":"S. Chris Malaisrie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029832248106445,"gpt":0.3724524654255081,"spread":0.2694692406148637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002854078,0.0002541616,0.0006385912,0.0003101998,0.00006956811,0.000009765005,0.00004409485,0.00007329165,0.000117451],"category_scores_gemma":[0.0008182427,0.0001982871,0.000612326,0.0007328697,0.0001587676,0.0001912528,0.00005122288,0.00009914701,0.000005600084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002434709,"about_ca_system_score_gemma":0.0009226747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003531398,"about_ca_topic_score_gemma":0.00000600975,"domain_scores_codex":[0.9964551,0.0001118553,0.0008665567,0.0005568039,0.001633367,0.0003762715],"domain_scores_gemma":[0.9971241,0.0002167959,0.0003750818,0.0007077936,0.001391426,0.0001848315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006863248,0.0004167973,0.6946352,0.0002937969,0.0003474138,0.002415935,0.0001360524,0.0002400673,0.0002334611,9.786827e-7,0.006224995,0.294369],"study_design_scores_gemma":[0.0000675915,0.0002610116,0.9580917,0.001627797,0.002019738,0.001453961,0.0002028144,0.008199921,0.02703425,0.0002944228,0.0004196453,0.0003271803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876351,0.009880013,0.000002620047,0.0006436456,0.0001062706,0.0007272765,0.00002023761,0.0001721277,0.0008126895],"genre_scores_gemma":[0.998237,0.00009717025,0.0004653961,0.0001618883,0.00006710934,0.0001225573,0.0003971332,0.00004477663,0.0004069586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940418,"threshold_uncertainty_score":0.8085915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414867030","doi":"10.1016/j.atssr.2025.09.008","title":"The Current State and Challenges in Cardiothoracic Surgery in Latin America","year":2025,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; London Health Sciences Centre","funders":"Thoracic Surgery Foundation","keywords":"Latin Americans; State (computer science); Current (fluid); Cardiothoracic surgery","authors":[{"name":"W Samir Cubas","is_ca":true},{"name":"Dominique Vervoort","is_ca":true},{"name":"Víctor Dayan","is_ca":false},{"name":"Josias Ríos-Ortega","is_ca":false},{"name":"Lorena Montes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1210377983672287,"gpt":0.3919406543808113,"spread":0.2709028560135826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005103785,0.0002593,0.001767636,0.0006448877,0.00005732615,0.0000276536,0.00005227085,0.00008095128,0.000006120471],"category_scores_gemma":[0.001841908,0.0001892733,0.0006613584,0.0007718343,0.0002040963,0.00009920027,0.00006734066,0.0003211979,0.000001392548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003051794,"about_ca_system_score_gemma":0.0003475458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008187108,"about_ca_topic_score_gemma":0.0000707125,"domain_scores_codex":[0.9967008,0.0004422868,0.001398138,0.0004849244,0.0004716007,0.0005022179],"domain_scores_gemma":[0.993376,0.00544224,0.0002514162,0.0006348447,0.0001533164,0.0001421523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001718527,0.00006351575,0.4470779,0.0002456887,0.00005998213,0.001459911,0.0000641576,0.000006986827,0.000003926367,0.000005644461,0.0004164805,0.5504239],"study_design_scores_gemma":[0.000008891659,0.00001368178,0.7804031,0.000882365,0.0000424115,0.0001798145,0.000118576,0.00001693019,0.001135389,0.0002031142,0.2168099,0.0001858473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8819408,0.1052833,0.000005189066,0.007339578,0.0004460566,0.0003580411,0.000002081318,0.00002688975,0.004598075],"genre_scores_gemma":[0.863132,0.1361704,0.00001296364,0.0001766628,0.00003775425,0.00005157656,0.000009967842,0.00001774411,0.0003909444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5502381,"threshold_uncertainty_score":0.771834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313216332","doi":"10.1016/j.atssr.2022.12.005","title":"Hybrid Frozen Elephant Trunk for Single-Stage Kommerell Diverticulum and Type A Dissection Repair","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Elephant trunks; Single stage; Stage (stratigraphy); Anatomy; Diverticulum (mollusc); Trunk; Dissection (medical); Surgery; Biology; Aortic dissection; Medicine; Engineering; Botany; Aorta; Paleontology","authors":[{"name":"Santiago Besa","is_ca":true},{"name":"Fadi Hage","is_ca":true},{"name":"Aashish Goela","is_ca":true},{"name":"Michael Chu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1064290410215463,"gpt":0.3643781177949564,"spread":0.2579490767734101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586919,0.0002209363,0.0007469348,0.0002306462,0.0002223955,0.0000145964,0.00004043522,0.00004208005,0.0002296819],"category_scores_gemma":[0.001553554,0.0002088752,0.0004107915,0.0002563199,0.00008512462,0.0001070516,0.0001857717,0.0001434622,0.000001252566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004355755,"about_ca_system_score_gemma":0.0001171242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007040837,"about_ca_topic_score_gemma":0.00001129169,"domain_scores_codex":[0.9976916,0.0001027006,0.0008776815,0.000472465,0.0004929,0.0003626871],"domain_scores_gemma":[0.9981083,0.0005840817,0.0003060481,0.0004853909,0.0003501306,0.0001660952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001823856,0.001224103,0.6428661,0.001289927,0.001406494,0.004912027,0.0006394308,0.00002551088,0.01239252,0.000003862722,0.04456836,0.2888478],"study_design_scores_gemma":[0.0001896917,0.004042693,0.2594607,0.001259838,0.002800624,0.01798406,0.004739883,0.002888725,0.411077,0.001556237,0.2914689,0.002531642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943838,0.002524397,0.00005180256,0.0005199365,0.0006255921,0.0007641427,0.00004832811,0.0001362798,0.0009457056],"genre_scores_gemma":[0.9977351,0.0001791472,0.0001691341,0.0003092028,0.00008930639,0.000150452,0.0001108712,0.0000433485,0.00121345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3986845,"threshold_uncertainty_score":0.8517684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379743035","doi":"10.1016/j.atssr.2023.05.008","title":"Stent Graft Migration Causing Two Aortic Wall Injuries 10 Years After Type II Hybrid Arch Repair","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; McMaster University","funders":"","keywords":"Medicine; Arch; Stent; Elephant trunks; Descending aorta; Ascending aorta; Aortic arch; Surgery; Aorta; Thoracic aorta","authors":[{"name":"David G. Guzzardi","is_ca":true},{"name":"Daniyil A. Svystonyuk","is_ca":true},{"name":"Eric Herget","is_ca":true},{"name":"Kenton Rommens","is_ca":true},{"name":"R. Scott McClure","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09143154867252744,"gpt":0.3817793788670257,"spread":0.2903478301944983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00104109,0.0002485107,0.0006083259,0.0004041178,0.00008730331,0.00002105524,0.00003187005,0.00006767987,0.0002104067],"category_scores_gemma":[0.0003250327,0.0002209456,0.0005143202,0.0005095869,0.0001149981,0.000194097,0.00009586634,0.000108998,0.00002987494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002678303,"about_ca_system_score_gemma":0.0002841883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001714287,"about_ca_topic_score_gemma":0.00002582208,"domain_scores_codex":[0.9974062,0.00007497758,0.0009113133,0.000502378,0.0006583947,0.0004467553],"domain_scores_gemma":[0.9983565,0.0001325017,0.0002513674,0.0007208106,0.0003024248,0.0002363659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008545764,0.0004847258,0.8673655,0.000243006,0.0006579863,0.01161503,0.0003780433,0.000020939,0.0002268753,0.000001003075,0.01570607,0.1024462],"study_design_scores_gemma":[0.00004893483,0.0005244521,0.887201,0.001126929,0.001601618,0.000965263,0.0003220674,0.0009052219,0.09047017,0.0005593711,0.01547217,0.0008028641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996999,0.0009744012,0.000003231394,0.0006322447,0.0002506192,0.0003840998,0.000007784587,0.0003108336,0.0004377333],"genre_scores_gemma":[0.9958331,0.0003182777,0.00009586936,0.0002117571,0.0001187503,0.00007888462,0.0004432696,0.00004820819,0.002851885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016433,"threshold_uncertainty_score":0.9009901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408830415","doi":"10.1016/j.atssr.2025.02.018","title":"Urgent Cardiac Surgery for Endocarditis and Intracranial Hemorrhage Causing Midline Cerebral Shift","year":2025,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Endocarditis; Cardiology; Cardiac surgery; Surgery; Internal medicine","authors":[{"name":"Kenza Rahmouni","is_ca":true},{"name":"Daniel Goubran","is_ca":true},{"name":"David Messika–Zeitoun","is_ca":true},{"name":"Marc Ruel","is_ca":true},{"name":"Vincent Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05132820074733878,"gpt":0.3613048125164252,"spread":0.3099766117690864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003101893,0.0003797822,0.001771688,0.0006387566,0.0001648962,0.00005598825,0.00003680667,0.0001543157,0.00007357595],"category_scores_gemma":[0.002067111,0.000373653,0.0012903,0.0004221042,0.00014459,0.0002094444,0.0001263552,0.0001771572,9.268848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005342281,"about_ca_system_score_gemma":0.0004011054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001693458,"about_ca_topic_score_gemma":0.00001017884,"domain_scores_codex":[0.9966903,0.0001625648,0.001314171,0.000727437,0.0004629827,0.0006425569],"domain_scores_gemma":[0.9966769,0.001577448,0.0003586934,0.0006548849,0.0004505905,0.0002814365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001687006,0.0002702127,0.4534681,0.001227782,0.001035464,0.004670748,0.00003232778,0.000009695767,0.0001233866,0.00004240137,0.06352478,0.4754265],"study_design_scores_gemma":[0.0000661215,0.0001727109,0.7258031,0.002041584,0.001927301,0.001710711,0.0001710133,0.000197021,0.1786069,0.001530681,0.08673962,0.001033249],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861507,0.003648591,0.002029346,0.001361119,0.003296339,0.001302398,0.00009425545,0.0001054441,0.002011827],"genre_scores_gemma":[0.9956773,0.001342231,0.0004460843,0.001238395,0.0005669746,0.000278598,0.0003016503,0.00004922241,0.00009955086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4743932,"threshold_uncertainty_score":0.9998716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388195346","doi":"10.1016/j.atssr.2023.09.016","title":"Quantitative Assessment of Three-Dimensional Aorto-Mitral Angle in Hypertrophic Cardiomyopathy","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Cardiomyopathy and Myosin Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Kingston General Hospital; Toronto General Hospital; Sunnybrook Health Science Centre","funders":"Universitat Autònoma de Barcelona","keywords":"Septal myectomy; Medicine; Cardiology; Internal medicine; Hypertrophic cardiomyopathy; Mitral valve; Obstructive cardiomyopathy","authors":[{"name":"Jacobo Moreno Garijo","is_ca":true},{"name":"Giovanni Gadotti","is_ca":true},{"name":"Yannis Amador","is_ca":true},{"name":"Chun‐Po Steve Fan","is_ca":true},{"name":"Natalie A. Silverton","is_ca":false},{"name":"Anthony Ralph‐Edwards","is_ca":true},{"name":"Massimiliano Meineri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1332209763374347,"gpt":0.4153340268446665,"spread":0.2821130505072318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003352458,0.0002695617,0.001566374,0.0007906208,0.00005883877,0.000006862514,0.00005484504,0.0001293795,0.00002505094],"category_scores_gemma":[0.0006123197,0.0002404068,0.001020454,0.00131834,0.000220265,0.0001354582,0.0001343724,0.0002227229,0.000003186391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003105821,"about_ca_system_score_gemma":0.0004137293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002489939,"about_ca_topic_score_gemma":0.00004576634,"domain_scores_codex":[0.9966679,0.0001411486,0.001298458,0.000500861,0.0009182471,0.0004733443],"domain_scores_gemma":[0.9976786,0.0006109228,0.0003779808,0.0006115695,0.0005831169,0.0001377834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003655697,0.0002522295,0.9533325,0.0003313257,0.0005950764,0.008267907,0.0001151548,0.0004644834,0.003606542,0.00001881379,0.004296714,0.02835362],"study_design_scores_gemma":[0.00002621108,0.0002570784,0.9734793,0.0007446085,0.0002103805,0.000850249,0.0002938808,0.0003140336,0.02247327,0.0003676131,0.0007081388,0.0002751767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941471,0.002519181,0.00003325671,0.0004884967,0.000648167,0.0003930753,0.00002855779,0.00007839707,0.001663722],"genre_scores_gemma":[0.9986687,0.0004415198,0.0003873521,0.0001024404,0.00009301678,0.00005910904,0.0001078851,0.00003525806,0.0001047062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02807844,"threshold_uncertainty_score":0.9803504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386087314","doi":"10.1016/j.atssr.2023.08.002","title":"Unexpected Growth of Small Right Ventricle After Failed Repair of Atrioventricular Septal Defect","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Atrioventricular Septal Defect; Ventricle; Cardiology; Internal medicine; Medicine; Anatomy; Heart disease","authors":[{"name":"Sachiko Kadowaki","is_ca":true},{"name":"Ankavipar Saprungruang","is_ca":true},{"name":"M Okumura","is_ca":true},{"name":"Andréea Dragulescu","is_ca":true},{"name":"Osami Honjo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0461694380498842,"gpt":0.3364515439212332,"spread":0.2902821058713489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313252,0.0002738938,0.001242158,0.0007286737,0.00004341248,0.000004536747,0.00005939646,0.0001270441,0.0002083561],"category_scores_gemma":[0.001540251,0.0002401705,0.002893148,0.001954756,0.0001771963,0.0001017146,0.0001600471,0.000126272,0.000009570889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002230216,"about_ca_system_score_gemma":0.0002356454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009957253,"about_ca_topic_score_gemma":0.00001723758,"domain_scores_codex":[0.9966121,0.0001397592,0.001513073,0.0004903575,0.0007760178,0.0004686896],"domain_scores_gemma":[0.9970212,0.0005066138,0.0004293363,0.0007717082,0.001041361,0.0002297672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008809065,0.0004703322,0.9588591,0.001398458,0.001846579,0.0195537,0.0001334196,0.000003012947,0.0008124553,0.000001044349,0.005028358,0.01101258],"study_design_scores_gemma":[0.00003677258,0.0002141229,0.7722736,0.0007961205,0.001083908,0.0003849257,0.000142029,0.00007174419,0.2237005,0.0001527989,0.0008156922,0.0003277682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915506,0.006737279,0.000005511041,0.0001096593,0.0002582446,0.0005328577,0.00004161429,0.0002037066,0.0005605397],"genre_scores_gemma":[0.9989974,0.0003058968,0.00006671188,0.00003916702,0.00007927584,0.00005471613,0.00007700692,0.00004240699,0.0003373426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.222888,"threshold_uncertainty_score":0.9793869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407661521","doi":"10.1016/j.atssr.2024.05.005","title":"The First International Consortium for Health Outcomes Measurement (ICHOM) Standard Dataset for Reporting Outcomes in Heart Valve Disease: Moving From Device- to Patient-Centered Outcomes","year":2025,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vale (Canada)","funders":"National Institutes of Health; European Association for Cardio-Thoracic Surgery; Society of Thoracic Surgeons; American Heart Association; European Society of Cardiology; Edwards Lifesciences","keywords":"Medicine; Disease; Intensive care medicine; Internal medicine","authors":[{"name":"Emmanuel Lansac","is_ca":false},{"name":"Kevin M. Veen","is_ca":false},{"name":"Andria Joseph","is_ca":false},{"name":"Paula Blancarte Jaber","is_ca":false},{"name":"Frieda Sossi","is_ca":false},{"name":"Zofia Das‐Gupta","is_ca":false},{"name":"Suleman Aktaa","is_ca":false},{"name":"Rafael Sádaba","is_ca":false},{"name":"Vinod H. Thourani","is_ca":false},{"name":"Gry Dahle","is_ca":false},{"name":"Wilson Y. Szeto","is_ca":false},{"name":"Faisal G. Bakaeen","is_ca":false},{"name":"Elena Aïkawa","is_ca":false},{"name":"Frederick J. Schoen","is_ca":false},{"name":"Evaldas Girdauskas","is_ca":false},{"name":"Aubrey Almeida","is_ca":false},{"name":"Andreas Zuckermann","is_ca":false},{"name":"Bart Meuris","is_ca":false},{"name":"John Stott","is_ca":true},{"name":"Jolanda Kluin","is_ca":false},{"name":"Ruchika Meel","is_ca":false},{"name":"Wil Woan","is_ca":false},{"name":"Daniel Colgan","is_ca":false},{"name":"Hani Jneid","is_ca":false},{"name":"Husam H. Balkhy","is_ca":false},{"name":"Molly Szerlip","is_ca":false},{"name":"Ourania Preventza","is_ca":false},{"name":"Pinak Shah","is_ca":false},{"name":"Vera H. Rigolin","is_ca":false},{"name":"Silvana Medica","is_ca":false},{"name":"Philip V. Holmes","is_ca":false},{"name":"Marta Sitges","is_ca":false},{"name":"Philippe Pîbarot","is_ca":false},{"name":"Erwan Donal","is_ca":false},{"name":"Rebecca T. Hahn","is_ca":false},{"name":"Johanna J.M. Takkenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1348726580079599,"gpt":0.4705493975703102,"spread":0.3356767395623503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00337824,0.0003826987,0.001597069,0.0003247013,0.0002836528,0.00009075939,0.0001249467,0.00006520453,0.00001156209],"category_scores_gemma":[0.01031099,0.0002782462,0.002538251,0.0002106017,0.00005289989,0.0001499892,0.0001560924,0.0001010213,6.795907e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002893349,"about_ca_system_score_gemma":0.0008414495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005020692,"about_ca_topic_score_gemma":0.0003340112,"domain_scores_codex":[0.9941776,0.00008996676,0.003287085,0.0007573579,0.001083187,0.00060483],"domain_scores_gemma":[0.9948594,0.00136915,0.001477926,0.001073446,0.0008412842,0.000378825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001427216,0.000469707,0.9229373,0.0002412069,0.002954128,0.00008584397,0.00004050834,0.00002583258,0.00000352373,0.000002465293,0.03564866,0.03616355],"study_design_scores_gemma":[0.0001267443,0.00007280788,0.9455768,0.0008023875,0.0004400689,0.000004207602,0.0001657909,0.00001396204,0.0006133695,0.000162113,0.05181416,0.0002076235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519749,0.002517077,0.0003312751,0.03165113,0.002160461,0.003527312,0.007758402,0.00005162256,0.00002778021],"genre_scores_gemma":[0.9887321,0.0001108737,0.000359407,0.006143838,0.00004367865,0.0008321531,0.003671437,0.00004023058,0.00006627423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03675717,"threshold_uncertainty_score":0.999967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393321594","doi":"10.1016/j.atssr.2024.03.003","title":"Cavoatrial Bypass for Cardiac Complications From Rosai-Dorfman Disease","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Rosai–Dorfman disease; Histiocyte; Medicine; Cervical lymphadenopathy; Disease; Pathology","authors":[{"name":"Quynh Nguyen","is_ca":true},{"name":"R. S. Bourke","is_ca":true},{"name":"Richard W. D. Gilbert","is_ca":true},{"name":"Graziano Oldani","is_ca":true},{"name":"Jong Moo Kim","is_ca":true},{"name":"Andrew Lytle","is_ca":true},{"name":"Richard Cook","is_ca":true},{"name":"Hilary P. Grocott","is_ca":true},{"name":"Joel Price","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102485897363767,"gpt":0.4169000270913188,"spread":0.306651437354942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005151203,0.0002060827,0.0006338978,0.0001888197,0.0000928412,0.00003970945,0.00004351594,0.00008015929,0.0000798623],"category_scores_gemma":[0.0003785265,0.0001811055,0.0008244222,0.0002455248,0.00007801531,0.0001063783,0.00002628627,0.00008174593,0.00001410037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003287057,"about_ca_system_score_gemma":0.0004986265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530791,"about_ca_topic_score_gemma":0.00000731721,"domain_scores_codex":[0.9980741,0.00004010724,0.0007242615,0.0005158801,0.0003639765,0.0002817434],"domain_scores_gemma":[0.9980996,0.0005271768,0.0001248711,0.0006830771,0.0002362723,0.0003289648],"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":[0.000968445,0.0009258851,0.2724848,0.0007288138,0.00257437,0.00259342,0.0001745536,0.00001971714,0.0003815585,0.00009575268,0.2041415,0.5149112],"study_design_scores_gemma":[0.00008183138,0.0002389039,0.16232,0.002347349,0.004531519,0.0001397638,0.0001659516,0.0007662724,0.0337056,0.01012862,0.7845175,0.001056735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790608,0.01079057,0.000623546,0.002907947,0.002042296,0.001130227,0.0008893098,0.0001951205,0.00236017],"genre_scores_gemma":[0.9954805,0.0003202364,0.000224592,0.0001871071,0.0003594674,0.0002189061,0.002248435,0.00004653054,0.000914227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580376,"threshold_uncertainty_score":0.7385266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402332200","doi":"10.1016/j.atssr.2024.07.032","title":"Outside the Cage (OTC) Non-Intercostal Robotic-Assisted Esophagectomy","year":2024,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Cage; Medicine; Surgery; Engineering; Structural engineering","authors":[{"name":"Maxime Têtu","is_ca":true},{"name":"Pedro Guimarães Rocha Lima","is_ca":true},{"name":"Wilfredy Castano","is_ca":true},{"name":"Luciano Bulgarelli Maqueda","is_ca":true},{"name":"Pasquale Ferraro","is_ca":true},{"name":"Basil Nasir","is_ca":true},{"name":"Moïshe Liberman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0992947334292773,"gpt":0.4223409766089421,"spread":0.3230462431796648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936098,0.0003127656,0.0007510528,0.0003473776,0.0001121523,0.00009857536,0.0001074559,0.0001131884,0.0003717159],"category_scores_gemma":[0.0003779874,0.0001979646,0.000788764,0.0006495553,0.0001866221,0.0002097796,0.0001045385,0.0004070455,0.00004528225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007748715,"about_ca_system_score_gemma":0.0006311499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003116193,"about_ca_topic_score_gemma":0.00004397099,"domain_scores_codex":[0.9967975,0.0001279914,0.0009021821,0.0005948922,0.0009535166,0.0006238936],"domain_scores_gemma":[0.9975871,0.0006294147,0.0001399595,0.000971196,0.0003013351,0.0003709373],"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":[0.0006089036,0.0005394839,0.1804842,0.001166556,0.001809156,0.123956,0.0003424862,0.00003475442,0.0007032334,0.000008842374,0.07120343,0.6191429],"study_design_scores_gemma":[0.00004861513,0.0008681357,0.3005982,0.003790008,0.0009709689,0.01780805,0.0003727039,0.0006168957,0.6560919,0.0005890136,0.01747544,0.0007700649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415107,0.04193901,0.0002083117,0.005744252,0.001330601,0.001067517,0.0000231184,0.0002397239,0.007936721],"genre_scores_gemma":[0.9953441,0.0006247725,0.00007853498,0.0004141266,0.0002923059,0.000111096,0.0001029448,0.00006126064,0.002970851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6553887,"threshold_uncertainty_score":0.8072762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417047947","doi":"10.1016/j.atssr.2025.11.007","title":"Midterm Echocardiographic Outcomes of Minimally Invasive Mitral Valve Surgery in Patients With Previous Cardiac Surgery","year":2025,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Cardiac surgery; Mitral valve replacement; Cardiopulmonary bypass; Perioperative; Mitral regurgitation; Minimally invasive cardiac surgery; Aortic valve replacement; Mitral valve; Mitral valve repair","authors":[{"name":"Nicolas Mourad","is_ca":true},{"name":"Durr Al-Hakim","is_ca":true},{"name":"Rosalind Groenewoud","is_ca":true},{"name":"Richard Cook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0280481717314312,"gpt":0.3174894269595551,"spread":0.2894412552281239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004646595,0.0006481878,0.004531811,0.002808824,0.00005993428,0.00002327962,0.0001204117,0.0003614895,0.00003238715],"category_scores_gemma":[0.001519508,0.0005635626,0.006771602,0.002084634,0.0003519206,0.0003606021,0.0001239457,0.0003470884,6.425882e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005899573,"about_ca_system_score_gemma":0.001372448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002759192,"about_ca_topic_score_gemma":0.00001937987,"domain_scores_codex":[0.9936662,0.000521603,0.00288545,0.0009209944,0.001191578,0.0008141276],"domain_scores_gemma":[0.9917374,0.004304491,0.001051653,0.001532526,0.001115536,0.0002584311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001174407,0.0006883474,0.8614368,0.0008136251,0.002990665,0.001011297,0.00003855422,0.000002771501,0.00003781603,9.180271e-7,0.01247677,0.1193281],"study_design_scores_gemma":[0.00001663377,0.0000810921,0.9618374,0.002435462,0.0006865155,0.00004740914,0.00004848012,2.333278e-7,0.03350136,0.00007246958,0.0008206346,0.0004523291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918062,0.004318264,0.000008592637,0.000266128,0.0009020232,0.001117695,0.00006682229,0.0001509875,0.001363296],"genre_scores_gemma":[0.9964467,0.002247679,0.00009203352,0.000401851,0.00004953501,0.0001662252,0.0003928872,0.00007337262,0.0001297214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1188757,"threshold_uncertainty_score":0.9996816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385782705","doi":"10.1016/j.atssr.2023.07.009","title":"Total Aortic Arch Endograft and Double In Situ Fenestration for Aortobronchial Fistula","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Aortic arch; Radiology; Cerebral perfusion pressure; Fistula; Stent; Surgery; Aortic aneurysm; Angiography; Context (archaeology); Aneurysm; Perfusion; Aorta","authors":[{"name":"Mark Rockley","is_ca":true},{"name":"Randy D. Moore","is_ca":true},{"name":"R. Scott McClure","is_ca":true},{"name":"Holly N. Smith","is_ca":true},{"name":"Eric Herget","is_ca":true},{"name":"Kenton Rommens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1434798484762626,"gpt":0.4065920348433404,"spread":0.2631121863670778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008717051,0.0001807788,0.0005325745,0.0003199292,0.00005091085,0.00001812346,0.00002236275,0.00009092098,0.00001025578],"category_scores_gemma":[0.0001686789,0.0001621262,0.0002484741,0.0003912618,0.00007948389,0.0001427895,0.00003287243,0.00006978805,0.000001532177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001203132,"about_ca_system_score_gemma":0.0001965947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087626,"about_ca_topic_score_gemma":0.00004003113,"domain_scores_codex":[0.9981696,0.00002837841,0.0007195896,0.0004014049,0.0003217981,0.0003592297],"domain_scores_gemma":[0.9990011,0.0002416544,0.0001657089,0.0003183409,0.0001004631,0.0001726813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008114085,0.0003661927,0.8500156,0.0003318011,0.0001638872,0.001274685,0.0001104372,0.00001420909,0.001038253,0.000008782152,0.0008582445,0.1450065],"study_design_scores_gemma":[0.00008585877,0.0001823315,0.8817961,0.0002573865,0.0002747035,0.0003794252,0.0002099928,0.0002809768,0.1152609,0.0007443766,0.0002624853,0.0002654713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972048,0.0003532628,0.00002029612,0.0004701364,0.0001296795,0.0007740207,0.000006339381,0.00007814859,0.0009633585],"genre_scores_gemma":[0.998473,0.0001307331,0.0001005366,0.00004370765,0.0001004375,0.000225431,0.0004492018,0.0000245982,0.0004523268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144741,"threshold_uncertainty_score":0.6611314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380372683","doi":"10.1016/j.atssr.2023.05.017","title":"A Systematic Review of Contemporary Randomized Trials in Cardiothoracic Surgery","year":2023,"lang":"en","type":"review","venue":"Annals of Thoracic Surgery Short Reports","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; University of Ottawa","funders":"","keywords":"Randomized controlled trial; Cardiothoracic surgery; Medicine; General surgery; Surgery","authors":[{"name":"N. Bryce Robinson","is_ca":false},{"name":"Mohamed Rahouma","is_ca":false},{"name":"Katia Audisio","is_ca":false},{"name":"Gianmarco Cancelli","is_ca":false},{"name":"Michelle Demetres","is_ca":false},{"name":"Giovanni Soletti","is_ca":false},{"name":"Irbaz Hameed","is_ca":false},{"name":"Leonard N. Girardi","is_ca":false},{"name":"Marc Ruel","is_ca":true},{"name":"Stephen E. Fremes","is_ca":true},{"name":"Mario Gaudino","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9050932367747111,"gpt":0.6384458316196491,"spread":0.266647405155062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.9121952,0.002022192,0.260782,0.007697551,0.00007680021,0.0004009745,0.002277018,0.0008838888,0.001289288],"category_scores_gemma":[0.8603485,0.0009725869,0.1085134,0.01210213,0.0003640415,0.0005218922,0.0004588557,0.000707906,0.0003569323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006626011,"about_ca_system_score_gemma":0.003331567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007281676,"about_ca_topic_score_gemma":0.000006427349,"domain_scores_codex":[0.2803807,0.4142254,0.2794099,0.004319759,0.02043151,0.001232835],"domain_scores_gemma":[0.2195072,0.5516186,0.2030063,0.01846311,0.006797603,0.0006072371],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001512658,0.00007520423,0.0001127787,0.7339756,0.006032967,0.001041974,0.00002207698,8.708331e-7,2.529748e-8,0.000003236287,0.0835655,0.1750184],"study_design_scores_gemma":[0.00003499929,0.000006594989,0.000001431593,0.8865506,0.01344229,0.0004687489,0.00004537654,0.000007039372,0.000007825046,0.0004264369,0.09829187,0.0007167825],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003707204,0.9796801,0.0001470036,0.0001211495,0.001660076,0.01676965,0.0001616937,0.00003165766,0.001391586],"genre_scores_gemma":[0.0003306996,0.9938668,0.00007408774,0.0001660853,0.0001562021,0.002749563,0.0003537575,0.0001629954,0.002139785],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1743017,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389579023","doi":"10.1016/j.atssr.2023.11.026","title":"Quality Improvement and Patient Safety Rounds—A New Paradigm in Cardiothoracic Surgery","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network; Dalhousie University","funders":"Dalhousie University","keywords":"Patient safety; Quality management; Excellence; Health care; Accreditation; Medicine; Blame; Best practice; Quality (philosophy); Nursing; Medical education; Operations management; Political science; Engineering; Management system","authors":[{"name":"Joel Bierer","is_ca":true},{"name":"Edgar Chedrawy","is_ca":true},{"name":"Christine Herman","is_ca":true},{"name":"Garrett L. Walsh","is_ca":false},{"name":"Monisha Sudarshan","is_ca":false},{"name":"Steven D. Harrington","is_ca":false},{"name":"Christopher M. Feindel","is_ca":true},{"name":"Susan D. Moffatt‐Bruce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2262303268859837,"gpt":0.4893861875718746,"spread":0.2631558606858909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009646987,0.0003122021,0.001247548,0.0007390351,0.0003063811,0.000003919102,0.00009089881,0.0003123885,0.000117521],"category_scores_gemma":[0.002766069,0.0002979878,0.0003657982,0.001254334,0.0001123776,0.0003390238,0.0001825466,0.0004766909,0.00002743877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009595033,"about_ca_system_score_gemma":0.001227064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109532,"about_ca_topic_score_gemma":0.0001937311,"domain_scores_codex":[0.9930583,0.00101873,0.003364756,0.0007041059,0.0009166466,0.0009374208],"domain_scores_gemma":[0.9935344,0.003411497,0.001406088,0.0009253738,0.0002122584,0.0005103303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002209116,0.00007747026,0.5786156,0.0003750187,0.00006690741,0.0002207924,0.001236481,0.00008226486,0.00005764603,0.00001314114,0.0231376,0.3958962],"study_design_scores_gemma":[0.0000214762,0.00005311927,0.8300716,0.001172887,0.0000322608,0.00002970486,0.002123503,0.00003373189,0.002718588,0.001557949,0.1616167,0.00056851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885702,0.0008505559,0.0002018636,0.005786434,0.002067693,0.0009238161,0.00003504864,0.0001845702,0.001379832],"genre_scores_gemma":[0.9950581,0.002471365,0.00003250932,0.001216266,0.0001414115,0.0001604322,0.0002685727,0.00004068144,0.0006107159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3953277,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323545682","doi":"10.1016/j.atssr.2023.02.022","title":"Impact of Truncal Valve Repair on Survival, Reintervention, and Left Ventricular Function","year":2023,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Surgery; Regurgitation (circulation); Ejection fraction; Cardiology; Internal medicine; Heart failure","authors":[{"name":"Mimi Deng","is_ca":true},{"name":"Conall T. Morgan","is_ca":true},{"name":"Kyle Runeckles","is_ca":true},{"name":"Chun‐Po Steve Fan","is_ca":true},{"name":"Edgar Jaeggi","is_ca":true},{"name":"Osami Honjo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09297081225241852,"gpt":0.4120367720534653,"spread":0.3190659598010468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001779759,0.0002018216,0.000751852,0.0004741459,0.00005952974,0.000006796335,0.00002182749,0.00008725021,0.0001224719],"category_scores_gemma":[0.001162281,0.0001684361,0.001994611,0.0005185108,0.0001094834,0.0001007842,0.00006851146,0.0001079151,0.000006732354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000222362,"about_ca_system_score_gemma":0.0001417036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001532,"about_ca_topic_score_gemma":0.00001037262,"domain_scores_codex":[0.9977108,0.0001159368,0.0009063241,0.0003914979,0.0005827986,0.0002927078],"domain_scores_gemma":[0.9982113,0.0003334656,0.0002354847,0.0005281169,0.0005002548,0.0001914318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007115884,0.0002785371,0.9006777,0.0004391821,0.001424367,0.00194203,0.00003766409,0.000008177721,0.0001724494,7.111281e-7,0.01612904,0.0781785],"study_design_scores_gemma":[0.00001364966,0.0005736024,0.9925595,0.0005291869,0.0003718028,0.0003300951,0.00008499929,0.00004645522,0.004549416,0.0001235508,0.0006722091,0.0001455336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99694,0.001401951,0.00000450779,0.0001237447,0.0004135403,0.0002962197,0.00001839907,0.0001614191,0.0006402325],"genre_scores_gemma":[0.9988145,0.0005116711,0.000005974397,0.00002466224,0.0000897692,0.000009425158,0.00009222252,0.00002715853,0.0004246623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09188174,"threshold_uncertainty_score":0.6868627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}