{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1229,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":1229,"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":"9becf4557432","filters":{"topic":"Esophageal Cancer Research and Treatment"}},"results":[{"id":"W2151439603","doi":"10.1136/gut.47.2.251","title":"The Vienna classification of gastrointestinal epithelial neoplasia","year":2000,"lang":"en","type":"article","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Universität Innsbruck; Fukuoka University; Universität Wien; Hokkaido University; Seoul National University; Università degli Studi di Pavia; University of Cincinnati; University of Leeds; Karolinska Institutet; McMaster University","keywords":"Dysplasia; Medicine; Adenoma; Carcinoma; Gastroenterology; Internal medicine; Tubular adenoma; Pathology; Biopsy; Colorectal cancer; Cancer; Colonoscopy","authors":[{"name":"Ronald J. Schlemper","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02376311956463705,"gpt":0.3111573357020491,"spread":0.287394216137412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009149209,0.00004543412,0.00007136875,0.00001506654,0.00006052964,0.000006482344,0.00005020548,0.00001015487,0.0004287635],"category_scores_gemma":[0.00003654561,0.00002643271,0.0000402051,0.00006692465,0.00007954119,0.00001761157,0.000005536251,0.00007153024,0.0002439009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003860257,"about_ca_system_score_gemma":0.00008785241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005048994,"about_ca_topic_score_gemma":0.00002343758,"domain_scores_codex":[0.9994678,0.00002091552,0.0001036909,0.00008291276,0.0001804955,0.0001441085],"domain_scores_gemma":[0.9996361,0.00004801788,0.00002296981,0.0001742388,0.00004506983,0.00007359654],"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":[0.002976718,0.0004502808,0.1332829,0.00007691635,0.00008377827,0.0001805591,0.0002453821,0.000006689935,0.021964,0.00298113,0.004530991,0.8332207],"study_design_scores_gemma":[0.001446552,0.00120054,0.9824466,0.00007240814,0.00002865931,0.0002501712,0.00005705299,0.0002841415,0.003339571,0.0003489061,0.01048805,0.00003737479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728231,0.001024969,0.00005416738,0.002979393,0.00002743304,0.0003012278,0.0000133447,0.00002510257,0.02275127],"genre_scores_gemma":[0.9954646,0.0001009713,0.0003465143,0.00003550293,0.00008321412,0.0000186997,0.000008177722,0.000005058853,0.003937269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8491637,"threshold_uncertainty_score":0.4694659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2570401594","doi":"10.1038/nature20805","title":"Integrated genomic characterization of oesophageal carcinoma","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1856,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; Canada's Michael Smith Genome Sciences Centre; London Health Sciences Centre; Ontario Institute for Cancer Research; BC Cancer Agency","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Human Genome Research Institute; Yonsei University College of Medicine; National Institute of Environmental Health Sciences; Research Institute, Nationwide Children's Hospital; School of Medicine, Indiana University; University of Texas MD Anderson Cancer Center; National Institutes of Health; Peter MacCallum Cancer Centre; Keimyung University; University of Dundee; Chonnam National University; Hospital de Câncer de Barretos; Broad Institute; University of Washington; Memorial Sloan-Kettering Cancer Center; Johns Hopkins University; Pusan National University; Leidos; University of Pittsburgh; Nationwide Children's Hospital; Van Andel Research Institute; Washington University in St. Louis; Sidney Kimmel Comprehensive Cancer Center; University of Rochester; Yonsei University; University of Southern California; BC Cancer Agency; Vanderbilt University; Case Western Reserve University; University of North Carolina at Chapel Hill; Brigham and Women's Hospital; Emory University; KU Leuven; Brown University","keywords":"Adenocarcinoma; Cancer research; Esophagus; Pathology; Cancer; Cell of origin; Biology; Carcinoma; Cell; Medicine; Internal medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637815048767116,"gpt":0.3123538912055311,"spread":0.29597574071786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005813058,0.00007784029,0.0001630383,0.0000544924,0.00009166301,0.00001991391,0.0001209295,0.0003243895,0.0001612131],"category_scores_gemma":[0.00006626885,0.00005663895,0.00005472437,0.00003779326,0.00005699443,0.0000700958,0.00003610723,0.0006988889,0.00002178546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987866,"about_ca_system_score_gemma":0.0001368392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000674645,"about_ca_topic_score_gemma":0.000009060966,"domain_scores_codex":[0.9994439,0.00001250874,0.00009418403,0.0001354825,0.0001820845,0.0001317794],"domain_scores_gemma":[0.9993107,0.000006508838,0.00008499201,0.0003813436,0.0001263057,0.00009014732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007181357,0.0001839154,0.7786713,0.0001533444,0.0001210874,0.0004789364,0.0001415569,9.18186e-8,0.194856,0.0005061817,0.0005112579,0.02365814],"study_design_scores_gemma":[0.001100345,0.0002264728,0.9259629,0.00002915048,0.00002709514,0.00001533516,0.000005206935,0.00003228954,0.07190815,0.00003045274,0.0006301898,0.00003235334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954309,0.001528614,0.000006929677,0.0009320545,0.0001235178,0.000244241,0.00006330243,0.00001568582,0.00165479],"genre_scores_gemma":[0.9979759,0.00005077497,0.0001162668,0.0001684451,0.0001419118,0.000009170507,0.0001873615,0.0000112995,0.001338801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472916,"threshold_uncertainty_score":0.3036363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125681184","doi":"10.1136/gutjnl-2013-305372","title":"British Society of Gastroenterology guidelines on the diagnosis and management of Barrett's oesophagus","year":2013,"lang":"en","type":"article","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1346,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Medical Research Council; Cambridge University Hospitals; National Institute for Health and Care Research; University of Cambridge; Cancer Research UK; Academy of Medical Sciences; AstraZeneca","keywords":"Dysplasia; Medicine; Grading (engineering); Guideline; Checklist; Barrett's oesophagus; Pathological; Population; General surgery; Family medicine; Cancer; Pathology; Internal medicine; Psychology; Adenocarcinoma","authors":[{"name":"Rebecca C. Fitzgerald","is_ca":false},{"name":"Massimiliano di Pietro","is_ca":false},{"name":"Krish Ragunath","is_ca":false},{"name":"Yeng Ang","is_ca":false},{"name":"Jin-Yong Kang","is_ca":false},{"name":"Peter J. Watson","is_ca":false},{"name":"Nigel Trudgill","is_ca":false},{"name":"Praful Patel","is_ca":false},{"name":"Philip Kaye","is_ca":false},{"name":"S. Sanders","is_ca":false},{"name":"Maria O’Donovan","is_ca":false},{"name":"Elizabeth Bird‐Lieberman","is_ca":false},{"name":"Pradeep Bhandari","is_ca":false},{"name":"Janusz Jankowski","is_ca":false},{"name":"Stephen Attwood","is_ca":false},{"name":"Simon L. Parsons","is_ca":false},{"name":"Duncan E. Loft","is_ca":false},{"name":"Jesper Lagergren","is_ca":false},{"name":"Paul Moayyedi","is_ca":true},{"name":"Georgios Lyratzopoulos","is_ca":false},{"name":"John de Caestecker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04639476755582088,"gpt":0.3267705366052984,"spread":0.2803757690494775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001022243,0.00006088781,0.0001592043,0.00001378883,0.00002084007,0.000006263089,0.00005627114,0.00002152751,0.0006907188],"category_scores_gemma":[0.00001422772,0.00004124486,0.00007239637,0.00004238789,0.0001108569,0.0000197916,0.00005587425,0.00005370972,0.00001005837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869757,"about_ca_system_score_gemma":0.00000921593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006719171,"about_ca_topic_score_gemma":0.00002744372,"domain_scores_codex":[0.9993627,0.00002027584,0.0001656836,0.0001194333,0.0001823428,0.0001495427],"domain_scores_gemma":[0.9995908,0.00003668146,0.00004298104,0.0001667771,0.0001003746,0.00006240793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001461607,0.0002809869,0.7752326,0.0004591172,0.0005713008,0.0000630883,0.00008610621,0.000002677837,0.0000480245,0.0003169608,0.184112,0.03868099],"study_design_scores_gemma":[0.001612642,0.001483901,0.9941114,0.0002823678,0.00007260346,0.00002097778,0.0001659771,0.00006555661,0.00151607,0.0002733117,0.0003655879,0.00002956294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769304,0.01034713,0.00001638073,0.01157661,0.0000296825,0.0006752908,0.00001458138,0.000009319751,0.0004005394],"genre_scores_gemma":[0.9915783,0.005612676,0.001036774,0.001143485,0.00003548605,0.0002046164,0.000004936517,0.000006773018,0.0003769983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2188789,"threshold_uncertainty_score":0.7562886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2089404812","doi":"10.1097/sla.0000000000001098","title":"International Consensus on Standardization of Data Collection for Complications Associated With Esophagectomy","year":2015,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1119,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Esophagectomy; Perioperative; Esophageal cancer; General surgery; Intensive care medicine; Delphi method; Surgery; Delphi; Chylothorax; Checklist; Internal medicine; Cancer","authors":[{"name":"Donald E. Low","is_ca":true},{"name":"Derek Alderson","is_ca":false},{"name":"Ivan Cecconello","is_ca":false},{"name":"Andrew C. Chang","is_ca":false},{"name":"Gail Darling","is_ca":true},{"name":"Xavier Benoît D’Journo","is_ca":false},{"name":"S M Griffin","is_ca":false},{"name":"Arnulf H. Hölscher","is_ca":false},{"name":"Wayne L. Hofstetter","is_ca":false},{"name":"Blair A. Jobe","is_ca":false},{"name":"Yuko Kitagawa","is_ca":true},{"name":"John C. Kucharczuk","is_ca":false},{"name":"Simon Ying Kit Law","is_ca":false},{"name":"Nick Maynard","is_ca":false},{"name":"Manuel Pera","is_ca":false},{"name":"Jeffrey H. Peters","is_ca":true},{"name":"C.S. Pramesh","is_ca":false},{"name":"John V. Reynolds","is_ca":false},{"name":"B. Mark Smithers","is_ca":false},{"name":"J. Jan B. van Lanschot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5078048010525253,"gpt":0.4632962066152028,"spread":0.04450859443732252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070586,0.00005549295,0.0002002102,0.0001471429,0.00002589826,0.000004915102,0.00005553467,0.00002625572,0.00001537941],"category_scores_gemma":[0.0009283024,0.00004439019,0.00004086164,0.0002074615,0.00006058053,0.00005208276,0.00001690666,0.00003501253,0.000001098985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004754997,"about_ca_system_score_gemma":0.000409558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005085926,"about_ca_topic_score_gemma":0.00001256614,"domain_scores_codex":[0.9991925,0.00003172825,0.0001951199,0.0001332676,0.0003513356,0.00009608151],"domain_scores_gemma":[0.9978824,0.00051476,0.0001561481,0.0002314311,0.001133356,0.00008185884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.01254421,0.002861039,0.3769275,0.0002091103,0.002558798,0.00004926133,0.0002252917,0.0003394532,0.0002822798,0.00106433,0.5847938,0.0181449],"study_design_scores_gemma":[0.01475598,0.006188272,0.8369827,0.00173702,0.0003972769,0.00004952104,0.0003792632,0.006374037,0.1017553,0.001976192,0.02899178,0.0004126072],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039047,0.00355215,0.01423092,0.04828331,0.0005493935,0.003619795,0.008396913,0.000160423,0.01730237],"genre_scores_gemma":[0.9974976,0.00006971502,0.0006167514,0.0001121062,0.00002770249,0.00003002774,0.001469857,0.000008889396,0.0001673085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.555802,"threshold_uncertainty_score":0.181018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166479153","doi":"10.1053/j.gastro.2006.08.032","title":"The Development and Validation of an Endoscopic Grading System for Barrett’s Esophagus: The Prague C &amp; M Criteria","year":2006,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1044,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Barrett's esophagus; Grading (engineering); Medicine; Esophagus; Gastroenterology; General surgery; Internal medicine; Engineering; Adenocarcinoma","authors":[{"name":"Prateek Sharma","is_ca":false},{"name":"John Dent","is_ca":false},{"name":"David Armstrong","is_ca":true},{"name":"Jacques Bergman","is_ca":false},{"name":"Liebwin Goßner","is_ca":false},{"name":"Yoshio Hoshihara","is_ca":false},{"name":"Janusz Jankowski","is_ca":false},{"name":"Ola Junghard","is_ca":false},{"name":"Lars Lundell","is_ca":false},{"name":"Guido N.J. Tytgat","is_ca":true},{"name":"Michael Vieth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0252396417800262,"gpt":0.3123642224864351,"spread":0.2871245807064089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003681142,0.00009338679,0.0001675599,0.00003943046,0.0001950392,0.00002120137,0.00008028385,0.00002832483,0.000005698724],"category_scores_gemma":[0.0000252505,0.00005147202,0.00003233869,0.00003268247,0.0001011941,0.00003768932,0.00003033889,0.00006366276,0.000001677148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008414529,"about_ca_system_score_gemma":0.00004459077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000481254,"about_ca_topic_score_gemma":0.0002239556,"domain_scores_codex":[0.9990697,0.0001150134,0.000242091,0.0001628638,0.0001309906,0.0002793579],"domain_scores_gemma":[0.9995055,0.00009218469,0.00008119497,0.0001920789,0.00006804443,0.00006102721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00263919,0.0002198167,0.9883557,0.0004808956,0.0002877974,0.0000341237,0.0006871526,0.00001344949,0.001447234,0.001144465,0.001191634,0.003498526],"study_design_scores_gemma":[0.007751009,0.003887065,0.9146425,0.0001323594,0.0001887974,0.0003218211,0.0006027636,0.0002591387,0.07086016,0.0003803927,0.0008941197,0.00007989867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936779,0.003006174,0.001390502,0.001043455,0.000130761,0.000698863,0.00001194867,0.00001923231,0.0000212163],"genre_scores_gemma":[0.9970738,0.000006404738,0.002317577,0.00008050451,0.0001097029,0.0002542475,0.00006707429,0.00001018326,0.00008054261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07371324,"threshold_uncertainty_score":0.2098968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2885107163","doi":"10.1200/jco.2018.79.1483","title":"Neoadjuvant Chemoradiotherapy Followed by Surgery Versus Surgery Alone for Locally Advanced Squamous Cell Carcinoma of the Esophagus (NEOCRTEC5010): A Phase III Multicenter, Randomized, Open-Label Clinical Trial","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":978,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Medicine; Hazard ratio; Surgery; Esophagectomy; Clinical endpoint; Radiation therapy; Chemoradiotherapy; Esophagus; Neoadjuvant therapy; Neutropenia; Leukopenia; Phases of clinical research; Esophageal cancer; Gastroenterology; Internal medicine; Randomized controlled trial; Chemotherapy; Cancer; Confidence interval","authors":[{"name":"Hong Yang","is_ca":true},{"name":"Hui Liu","is_ca":true},{"name":"Yuping Chen","is_ca":true},{"name":"Chengchu Zhu","is_ca":true},{"name":"Wentao Fang","is_ca":true},{"name":"Zhentao Yu","is_ca":true},{"name":"Weimin Mao","is_ca":true},{"name":"Jiaqing Xiang","is_ca":true},{"name":"Yongtao Han","is_ca":true},{"name":"Zhijian Chen","is_ca":true},{"name":"Haihua Yang","is_ca":true},{"name":"Jiaming Wang","is_ca":true},{"name":"Qingsong Pang","is_ca":true},{"name":"Xiao Zheng","is_ca":true},{"name":"Huanjun Yang","is_ca":true},{"name":"Tao Li","is_ca":true},{"name":"Florian Lordick","is_ca":true},{"name":"Xavier Benoît D’Journo","is_ca":true},{"name":"Robert J. Cerfolio","is_ca":true},{"name":"Robert J. Korst","is_ca":true},{"name":"Nuria Novoa","is_ca":true},{"name":"Scott J. Swanson","is_ca":true},{"name":"Alessandro Brunelli","is_ca":true},{"name":"Mahmoud Ismail","is_ca":true},{"name":"Hiran C. Fernando","is_ca":true},{"name":"Xu Zhang","is_ca":true},{"name":"Qun Li","is_ca":true},{"name":"Geng Wang","is_ca":true},{"name":"Baofu Chen","is_ca":true},{"name":"Teng Mao","is_ca":true},{"name":"Min Kong","is_ca":true},{"name":"Xufeng Guo","is_ca":true},{"name":"Ting Lin","is_ca":true},{"name":"Mengzhong Liu","is_ca":true},{"name":"Jianhua Fu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1956553790038129,"gpt":0.5140244621430774,"spread":0.3183690831392645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01717605,0.0003837644,0.007265849,0.0001641942,0.0001453522,0.00003082111,0.0006924041,0.000591922,0.0002915264],"category_scores_gemma":[0.02140357,0.0002272587,0.002939117,0.0002910256,0.001488181,0.0001985903,0.0001689074,0.001145615,0.00001062996],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003297777,"about_ca_system_score_gemma":0.007008074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009813041,"about_ca_topic_score_gemma":0.00006466891,"domain_scores_codex":[0.9886649,0.002386815,0.006822989,0.0005410131,0.0008830409,0.0007012707],"domain_scores_gemma":[0.9421736,0.04957071,0.005252742,0.0006919703,0.001350333,0.0009606496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.821167,0.021848,0.004913137,0.00005818936,0.0008048254,0.0005085515,0.00004017821,4.92597e-7,0.00007800465,0.000003460702,0.03965347,0.1109247],"study_design_scores_gemma":[0.9212268,0.06837375,0.0006842091,0.0001154633,0.001109905,0.00006024121,0.00003949492,0.0003315619,0.003874885,0.00004420269,0.003967355,0.0001721093],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632571,0.0175452,0.0004604654,0.004688186,0.009289654,0.004540813,0.00005397329,0.00001234564,0.0001522793],"genre_scores_gemma":[0.9903451,0.001753934,0.002472232,0.001785002,0.002969883,0.0001541808,0.00001778602,0.00006137607,0.0004405234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107526,"threshold_uncertainty_score":0.9986213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2775574711","doi":"10.1097/sla.0000000000002611","title":"Benchmarking Complications Associated with Esophagectomy","year":2017,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":869,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Neoadjuvant therapy; Chyle; Surgery; Anastomosis; Esophagus; Incidence (geometry); General surgery; Complication; Cancer; Internal medicine","authors":[{"name":"Donald E. Low","is_ca":false},{"name":"Madhan Kumar Kuppusamy","is_ca":false},{"name":"Derek Alderson","is_ca":false},{"name":"Ivan Cecconello","is_ca":false},{"name":"Andrew C. Chang","is_ca":false},{"name":"Gail Darling","is_ca":true},{"name":"Andrew Davies","is_ca":false},{"name":"Xavier Benoît D’Journo","is_ca":false},{"name":"Suzanne S. Gisbertz","is_ca":false},{"name":"S M Griffin","is_ca":false},{"name":"Richard Hardwick","is_ca":false},{"name":"Arnulf H. Hoelscher","is_ca":true},{"name":"Wayne Hofstetter","is_ca":false},{"name":"Blair A. Jobe","is_ca":false},{"name":"Yuko Kitagawa","is_ca":false},{"name":"Simon Law","is_ca":false},{"name":"C. Mariette","is_ca":false},{"name":"Nick Maynard","is_ca":true},{"name":"Christopher R. Morse","is_ca":false},{"name":"Philippe Nafteux","is_ca":false},{"name":"Manuel Pera","is_ca":false},{"name":"C.S. Pramesh","is_ca":false},{"name":"John V. Reynolds","is_ca":true},{"name":"Wolfgang Schroeder","is_ca":false},{"name":"B. Mark Smithers","is_ca":false},{"name":"Bas P. L. Wijnhoven","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3360514481596613,"gpt":0.4233808741206171,"spread":0.08732942596095583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002865105,0.00007717725,0.0002591196,0.00008301556,0.0002068373,0.00002513375,0.00007636951,0.00003038961,0.0001012766],"category_scores_gemma":[0.0003257939,0.00005767115,0.0001023272,0.00006748566,0.0001398158,0.00009925338,0.00002838679,0.00007947279,0.00001248473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001629274,"about_ca_system_score_gemma":0.0001544566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001696312,"about_ca_topic_score_gemma":0.00002451079,"domain_scores_codex":[0.9992152,0.00002073891,0.0001448377,0.0001378588,0.0002638574,0.0002175214],"domain_scores_gemma":[0.9987233,0.0002495245,0.0001801246,0.0004546404,0.0002572586,0.0001351338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001145181,0.0002621424,0.9810551,0.00003793291,0.0002854492,0.00018429,0.0000226226,7.599258e-7,0.00003881053,0.0001342698,0.005680978,0.01218316],"study_design_scores_gemma":[0.0003105427,0.0001261238,0.9945737,0.0002646897,0.00002400181,0.000007412079,0.000005255537,0.00001433221,0.004256455,0.0001249235,0.0002458378,0.00004669796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811372,0.002080937,0.00001690735,0.005627058,0.00004129505,0.0002140254,0.00003465859,0.00003088526,0.01081709],"genre_scores_gemma":[0.9990346,0.0002047472,0.00006138493,0.0002726952,0.00004881909,0.00002745517,0.00005395517,0.00001064802,0.0002857308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789742,"threshold_uncertainty_score":0.2351761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2160019071","doi":"10.1016/s0002-9610(03)00066-7","title":"A meta-analysis of randomized controlled trials that compared neoadjuvant chemoradiation and surgery to surgery alone for resectable esophageal cancer","year":2003,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":744,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Jadad scale; Esophageal cancer; Randomized controlled trial; Esophagectomy; Neoadjuvant therapy; Odds ratio; Meta-analysis; Surgery; Confidence interval; Chemoradiotherapy; Internal medicine; Cancer; Oncology; Chemotherapy; Breast cancer; Cochrane Library","authors":[{"name":"John D. Urschel","is_ca":true},{"name":"Hari Vasan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.345084969167113,"gpt":0.4446357712327129,"spread":0.09955080206559991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.05038475,0.0007419901,0.07949129,0.003455701,0.0001212981,0.00008228009,0.0002004323,0.0001081065,0.0004447583],"category_scores_gemma":[0.01060069,0.0003435915,0.03263518,0.00251099,0.0004699058,0.000115323,0.00003665938,0.0004377063,0.000001590911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298506,"about_ca_system_score_gemma":0.003188969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007048184,"about_ca_topic_score_gemma":0.00001734853,"domain_scores_codex":[0.9838415,0.00759277,0.005968571,0.0004478517,0.001482643,0.0006666806],"domain_scores_gemma":[0.8736036,0.1121986,0.01210451,0.0005797193,0.0009498768,0.0005636624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1487059,0.000239994,0.0003879296,0.002411061,0.6806397,0.0001933204,0.00007596505,0.00004662787,0.000001016631,0.000003921046,0.00393884,0.1633557],"study_design_scores_gemma":[0.02906064,0.0001553422,0.0001331823,0.001924841,0.9594802,0.0001727874,0.00006317799,0.00003024695,0.00003418831,0.00002557108,0.008589581,0.0003302368],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00309794,0.9911035,0.0001160659,0.001151416,0.0002687008,0.003965573,0.0002790026,0.000009605742,0.000008225857],"genre_scores_gemma":[0.01851607,0.978554,0.0001649874,0.0003721286,0.0003141167,0.001664096,0.0001009069,0.00007977978,0.0002339135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2788405,"threshold_uncertainty_score":0.9999016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288737780","doi":"10.1016/j.annonc.2022.07.003","title":"Oesophageal cancer: ESMO Clinical Practice Guideline for diagnosis, treatment and follow-up","year":2022,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":656,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Genentech; Daiichi Sankyo Europe; Servier; European Society for Medical Oncology; FibroGen; Eisai; Astellas Pharma; Les Laboratories Pierre Fabre; European Organisation for Research and Treatment of Cancer; Daiichi-Sankyo; Sirtex Medical; Natera; Jiangsu Hengrui Medicine; Foundation Medicine; Sierra Oncology; Incyte; Sanofi; Royal Australian and New Zealand College of Radiologists; Ipsen; BeiGene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb; INCLIVA Instituto de Investigación Sanitaria; GlaxoSmithKline; Amgen","keywords":"Medicine; Guideline; Cancer; Incidence (geometry); Scopus; Demography; Mortality rate; Disease; Family medicine; Internal medicine; MEDLINE; Pathology","authors":[{"name":"Radka Obermannová","is_ca":false},{"name":"María Alsina","is_ca":false},{"name":"Andrés Cervantes","is_ca":false},{"name":"Trevor Leong","is_ca":false},{"name":"Florian Lordick","is_ca":false},{"name":"Magnus Nilsson","is_ca":false},{"name":"Nicole C.T. van Grieken","is_ca":false},{"name":"Arndt Vogel","is_ca":false},{"name":"Elizabeth Smyth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2021370754220466,"gpt":0.5457559216370017,"spread":0.3436188462149551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095678,0.0001470375,0.0006246948,0.00008980794,0.0001593326,0.000005108584,0.00008608874,0.00007999581,0.0004701179],"category_scores_gemma":[0.000738814,0.0001193707,0.0002206553,0.000120462,0.0001290349,0.00006020341,0.0001105531,0.0001793298,0.000003663343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000235668,"about_ca_system_score_gemma":0.001002894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311605,"about_ca_topic_score_gemma":0.0001973116,"domain_scores_codex":[0.9981443,0.0002651185,0.0006271477,0.000360703,0.0002455465,0.0003572366],"domain_scores_gemma":[0.9974914,0.001373418,0.0002564495,0.0002408787,0.0003612712,0.0002766413],"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":[0.008331642,0.003676188,0.07340265,0.0000560952,0.001190214,0.0005845969,0.000269125,0.00001513334,0.00000791089,0.0004473916,0.2432093,0.6688097],"study_design_scores_gemma":[0.01116601,0.05226822,0.00644978,0.000009876967,0.0003687339,0.0001025558,0.0002479851,0.00006211239,0.000881348,0.0002703823,0.9280941,0.00007891782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.471002,0.1641052,0.00007791438,0.3511722,0.001724848,0.005020685,0.001210755,0.00008915454,0.005597268],"genre_scores_gemma":[0.9374861,0.03493383,0.004733115,0.01675544,0.0005890317,0.003773949,0.0001901202,0.00003545055,0.001502928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6848847,"threshold_uncertainty_score":0.5147461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980624194","doi":"10.1016/s2468-1253(20)30007-8","title":"The global, regional, and national burden of oesophageal cancer and its attributable risk factors in 195 countries and territories, 1990–2017: a systematic analysis for the Global Burden of Disease Study 2017","year":2020,"lang":"en","type":"article","venue":"The Lancet. Gastroenterology & hepatology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":645,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Student Research Committee, Tabriz University of Medical Sciences; Gastrointestinal and Liver Diseases Research Center; Duke Global Health Institute, Duke University; Universitair Ziekenhuis Antwerpen; Universitätsklinikum Heidelberg; Rede de Química e Tecnologia; Applied Molecular Biosciences Unit; Imam Abdulrahman Bin Faisal University; Kurdistan University Of Medical Sciences; Mekelle University; Mansoura University; Addis Ababa University; University of Gondar; Universitatea de Medicină şi Farmacie \"Carol Davila\" Bucureşti; University of Cape Town; Universidade do Porto; Bahir Dar University; Ambo University; Shahid Beheshti University of Medical Sciences; Shahrekord University of Medical Sciences; Guilan University of Medical Sciences; Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences; Danmarks Tekniske Universitet; Jimma University; Laboratório Associado para a Química Verde; Universitetet i Bergen; Shahrekord University; Cleveland Clinic; Mazandaran University of Medical Sciences; Đại học Quốc gia Hà Nội; Public Health Foundation of India; Mashhad University of Medical Sciences; Jordan University of Science and Technology; Birjand University of Medical Sciences; Lunds Universitet; Georgetown University; Università di Catania; Bundesministerium für Gesundheit; Shahroud University of Medical Sciences; Medical Research Council; Debre Tabor University; University of Calcutta; Yonsei University; Edith Cowan University; University of South Australia; U.S. Food and Drug Administration; Public Health Agency; Newcastle University; University of Toronto; Imperial College London; Hamad Bin Khalifa University; Shenzhen University; Università degli Studi di Pavia; Baki Dövlət Universiteti; Middlesex University; Samara University; Arak University of Medical Sciences; Salahaddin University-Erbil; United Nations Population Fund; March of Dimes Foundation; Brigham and Women's Hospital; Trường Đại học Nguyễn Tất Thành; West Virginia University; A.T. Still University; Ministério da Ciência, Tecnologia e Ensino Superior; Trường Đại học Duy Tân; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; Università degli Studi di Milano; Iran University of Medical Sciences; Hamadan University of Medical Sciences; Khalifa University of Science, Technology and Research; Public Health Agency of Canada; National Institutes of Health; Golestan University of Medical Sciences; Institute for Research in Fundamental Sciences; Aksum University; Kaiser Permanente; South African Medical Research Council; Moscow Institute of Physics and Technology; Kasturba Medical College, Manipal; Harvard University; Banaras Hindu University; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; Johns Hopkins University; U.S. Department of Veterans Affairs","keywords":"Burden of disease; Disease burden; Disease; Medicine; Environmental health; Cancer; Geography; Pathology; Internal medicine","authors":[{"name":"Farin Kamangar","is_ca":false},{"name":"Dariush Nasrollahzadeh","is_ca":false},{"name":"Saeid Safiri","is_ca":false},{"name":"Sadaf G Sepanlou","is_ca":false},{"name":"Christina Fitzmaurice","is_ca":false},{"name":"Kevin S Ikuta","is_ca":false},{"name":"Catherine Bisignano","is_ca":false},{"name":"Farhad Islami","is_ca":false},{"name":"Gholamreza Roshandel","is_ca":false},{"name":"Stephen S Lim","is_ca":false},{"name":"Hassan Abolhassani","is_ca":false},{"name":"Eman Abu‐Gharbieh","is_ca":false},{"name":"Rufus Adesoji Adedoyin","is_ca":false},{"name":"Shailesh M Advani","is_ca":false},{"name":"Muktar Beshir Ahmed","is_ca":false},{"name":"Miloud Taki Eddine Aichour","is_ca":false},{"name":"Tomi Akinyemiju","is_ca":false},{"name":"Chisom Joyqueenet Akunna","is_ca":false},{"name":"Fares Alahdab","is_ca":false},{"name":"Vahid Alipour","is_ca":false},{"name":"Amir Almasi‐Hashiani","is_ca":false},{"name":"Abdulaziz M. Almulhim","is_ca":false},{"name":"Nahla Anber","is_ca":false},{"name":"Alireza Ansari‐Moghaddam","is_ca":false},{"name":"Jalal Arabloo","is_ca":false},{"name":"Morteza Arab‐Zozani","is_ca":false},{"name":"Atalel Fentahun Awedew","is_ca":false},{"name":"Alaa Badawi","is_ca":false},{"name":"Kathleen S. Berfield","is_ca":false},{"name":"Kidanemaryam Berhe","is_ca":false},{"name":"Krittika Bhattacharyya","is_ca":false},{"name":"Antonio Biondi","is_ca":false},{"name":"Tone Bjørge","is_ca":false},{"name":"Antonio Maria Borzì","is_ca":false},{"name":"Cristina Bosetti","is_ca":false},{"name":"Giulia Carreras","is_ca":false},{"name":"Félix Carvalho","is_ca":false},{"name":"Clara Castro","is_ca":false},{"name":"Dinh‐Toi Chu","is_ca":false},{"name":"Vera Marisa Costa","is_ca":false},{"name":"Baye Dagnew","is_ca":false},{"name":"Jiregna Darega Gela","is_ca":false},{"name":"Ahmad Daryani","is_ca":false},{"name":"Feleke Mekonnen Demeke","is_ca":false},{"name":"Gebre Teklemariam Demoz","is_ca":false},{"name":"Mostafa Dianatinasab","is_ca":false},{"name":"Iffat Elbarazi","is_ca":false},{"name":"Mohammad Hassan Emamian","is_ca":false},{"name":"Arash Etemadi","is_ca":false},{"name":"Pawan Faris","is_ca":false},{"name":"Eduarda Fernandes","is_ca":false},{"name":"Irina Filip","is_ca":false},{"name":"Florian Fischer","is_ca":false},{"name":"Mohamed M. Gad","is_ca":false},{"name":"Silvano Gallus","is_ca":false},{"name":"Abadi Kahsu Gebre","is_ca":false},{"name":"Tsegaye Tewelde Gebrehiwot","is_ca":false},{"name":"Gebreamlak Gebremedhn Gebremeskel","is_ca":false},{"name":"Begashaw Melaku Gebresillassie","is_ca":false},{"name":"Fatemeh Ghasemi‐Kebria","is_ca":false},{"name":"Ahmad Ghashghaee","is_ca":false},{"name":"Nermin Ghith","is_ca":false},{"name":"Mahaveer Golechha","is_ca":false},{"name":"Giuseppe Gorini","is_ca":false},{"name":"Rahul Gupta","is_ca":false},{"name":"Nima Hafezi‐Nejad","is_ca":false},{"name":"Arvin Haj‐Mirzaian","is_ca":false},{"name":"James Harvey","is_ca":false},{"name":"Maryam Hashemian","is_ca":false},{"name":"Hamid Yimam Hassen","is_ca":false},{"name":"Simon I Hay","is_ca":false},{"name":"Andualem Henok","is_ca":false},{"name":"Chi Linh Hoang","is_ca":false},{"name":"Hung Chak Ho","is_ca":false},{"name":"Mowafa Househ","is_ca":false},{"name":"Olayinka Stephen Ilesanmi","is_ca":false},{"name":"Milena Ilić","is_ca":false},{"name":"Seyed Sina Naghibi Irvani","is_ca":false},{"name":"Charvi Jain","is_ca":false},{"name":"Spencer L James","is_ca":false},{"name":"Sun Ha Jee","is_ca":false},{"name":"Ravi Prakash Jha","is_ca":false},{"name":"Farahnaz Joukar","is_ca":false},{"name":"Ali Kabir","is_ca":false},{"name":"Amir Kasaeian","is_ca":false},{"name":"Mesfin Wudu Kassaw","is_ca":false},{"name":"Supreet Kaur","is_ca":false},{"name":"André Pascal Kengne","is_ca":false},{"name":"Esma Kerboua","is_ca":false},{"name":"Yousef Khader","is_ca":false},{"name":"Rovshan Khalilov","is_ca":false},{"name":"Ejaz Ahmad Khan","is_ca":false},{"name":"Abdullah T Khoja","is_ca":false},{"name":"Jonathan Kocarnik","is_ca":false},{"name":"Hamidreza Komaki","is_ca":false},{"name":"Vivek Kumar","is_ca":false},{"name":"Carlo La Vecchia","is_ca":false},{"name":"Savita Lasrado","is_ca":false},{"name":"Bingyu Li","is_ca":false},{"name":"Alan D Lopez","is_ca":false},{"name":"Azeem Majeed","is_ca":false},{"name":"Navid Manafi","is_ca":false},{"name":"Ana Laura Manda","is_ca":false},{"name":"Fariborz Mansour-Ghanaei","is_ca":false},{"name":"Manu Raj Mathur","is_ca":false},{"name":"Varshil Mehta","is_ca":false},{"name":"Dhruv Mehta","is_ca":false},{"name":"Walter Mendoza","is_ca":false},{"name":"Prasanna Mithra","is_ca":false},{"name":"Karzan Abdulmuhsin Mohammad","is_ca":false},{"name":"Abdollah Mohammadian-Hafshejani","is_ca":false},{"name":"Reza Mohammadpourhodki","is_ca":false},{"name":"Jemal Mohammed","is_ca":false},{"name":"Farnam Mohebi","is_ca":false},{"name":"Ali H. Mokdad","is_ca":false},{"name":"Lorenzo Monasta","is_ca":false},{"name":"Delaram Moosavi","is_ca":false},{"name":"Mahmood Moosazadeh","is_ca":false},{"name":"Ghobad Moradi","is_ca":false},{"name":"Farhad Moradpour","is_ca":false},{"name":"Rahmatollah Moradzadeh","is_ca":false},{"name":"Gurudatta Naik","is_ca":false},{"name":"Ionuţ Negoi","is_ca":false},{"name":"Haruna Asura Nggada","is_ca":false},{"name":"Huong Lan Thi Nguyen","is_ca":false},{"name":"Rajan Nikbakhsh","is_ca":false},{"name":"Molly R Nixon","is_ca":false},{"name":"Andrew T Olagunju","is_ca":false},{"name":"Tinuke O Olagunju","is_ca":false},{"name":"Jagadish Rao Padubidri","is_ca":false},{"name":"Keyvan Pakshir","is_ca":false},{"name":"Shanti Patel","is_ca":false},{"name":"Mona Pathak","is_ca":false},{"name":"Hai Quang Pham","is_ca":false},{"name":"Akram Pourshams","is_ca":false},{"name":"Navid Rabiee","is_ca":false},{"name":"Mohammad Rabiee","is_ca":false},{"name":"Amir Radfar","is_ca":false},{"name":"Alireza Rafiei","is_ca":false},{"name":"Kiana Ramezanzadeh","is_ca":false},{"name":"Goura Kishor Rath","is_ca":false},{"name":"Priya Rathi","is_ca":false},{"name":"Salman Rawaf","is_ca":false},{"name":"David Laith Rawaf","is_ca":false},{"name":"Nima Rezaei","is_ca":false},{"name":"Elias Merdassa Roro","is_ca":false},{"name":"Anas M. Saad","is_ca":false},{"name":"Hamideh Salimzadeh","is_ca":false},{"name":"Abdallah M Samy","is_ca":false},{"name":"Benn Sartorius","is_ca":false},{"name":"Arash Sarveazad","is_ca":false},{"name":"Mario Šekerija","is_ca":false},{"name":"Feng Sha","is_ca":false},{"name":"Morteza Shamsizadeh","is_ca":false},{"name":"Sara Sheikhbahaei","is_ca":false},{"name":"Reza Shirkoohi","is_ca":false},{"name":"Sudeep K Siddappa Malleshappa","is_ca":false},{"name":"Jasvinder A. Singh","is_ca":false},{"name":"Dhirendra Narain Sinha","is_ca":false},{"name":"Catalin-Gabriel Smarandache","is_ca":false},{"name":"Sergey Soshnikov","is_ca":false},{"name":"Hafiz Ansar Rasul Suleria","is_ca":false},{"name":"Degena Bahrey Tadesse","is_ca":false},{"name":"Berhe Etsay Tesfay","is_ca":false},{"name":"Bhaskar Thakur","is_ca":false},{"name":"Eugenio Traini","is_ca":false},{"name":"Khanh Bao Tran","is_ca":false},{"name":"Bach Xuan Tran","is_ca":false},{"name":"Irfan Ullah","is_ca":false},{"name":"Marco Vacante","is_ca":false},{"name":"Yousef Veisani","is_ca":false},{"name":"Isidora S Vujcic","is_ca":false},{"name":"Rixing Xu","is_ca":false},{"name":"Vahid Yazdi‐Feyzabadi","is_ca":false},{"name":"Deniz Yüce","is_ca":false},{"name":"Vesna Zadnik","is_ca":false},{"name":"Zoubida Zaidi","is_ca":false},{"name":"Zhi-Jiang Zhang","is_ca":false},{"name":"Reza Malekzadeh","is_ca":false},{"name":"Mohsen Naghavi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04778271586005192,"gpt":0.3388952277638568,"spread":0.2911125119038049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005910043,0.0002329654,0.001125178,0.00005600465,0.0002710604,0.00002813235,0.0002771484,0.00007228523,0.000005363369],"category_scores_gemma":[0.0002602217,0.000124089,0.0001048703,0.0002422263,0.0006934575,0.0000569866,0.000181737,0.0001870721,3.554663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767279,"about_ca_system_score_gemma":0.0002194658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691301,"about_ca_topic_score_gemma":0.01258051,"domain_scores_codex":[0.9977888,0.0004343087,0.0005098979,0.0004040435,0.0003880405,0.0004748492],"domain_scores_gemma":[0.9981496,0.000731774,0.0003710203,0.0002985867,0.000249115,0.0001999595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00464897,0.00007639812,0.9903771,0.0008500168,0.0025537,0.00003919975,0.0006040137,0.0001061703,0.000001158713,0.0002163059,0.0005135451,0.00001336272],"study_design_scores_gemma":[0.005525995,0.002150483,0.9805452,0.000111715,0.002578802,0.00004786299,0.001152313,0.007280198,0.000002688226,0.0003090193,0.0002273624,0.00006842054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484721,0.03476473,0.00004762591,0.01305407,0.00007705195,0.001726429,0.001844642,0.00001041769,0.000002939957],"genre_scores_gemma":[0.9960788,0.002920666,0.0000123691,0.0003397645,0.0001844339,0.0004051787,0.0000428031,0.000007708097,0.00000826946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04760671,"threshold_uncertainty_score":0.9997001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161179649","doi":"10.1136/gutjnl-2011-300730","title":"The incidence of oesophageal adenocarcinoma in non-dysplastic Barrett's oesophagus: a meta-analysis","year":2011,"lang":"en","type":"review","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":611,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Dysplasia; Intestinal metaplasia; Internal medicine; Barrett's esophagus; Gastroenterology; Retrospective cohort study; Meta-analysis; Barrett's oesophagus; Esophagus; Prospective cohort study; Adenocarcinoma; Cancer","authors":[{"name":"Tusar K. Desai","is_ca":false},{"name":"Kumar Krishnan","is_ca":false},{"name":"Niharika﻿ Samala","is_ca":false},{"name":"Jashanpreet Singh","is_ca":false},{"name":"John D. Cluley","is_ca":false},{"name":"Subaiah Perla","is_ca":false},{"name":"Colin W. Howden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1137562125812064,"gpt":0.3848118581488416,"spread":0.2710556455676353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009300028,0.0006254645,0.00524459,0.0007831588,0.0001038413,0.00003473118,0.0006791317,0.0002853984,0.0007978551],"category_scores_gemma":[0.0002834608,0.00032653,0.003749682,0.001900614,0.0002792571,0.00007611948,0.0002318681,0.0008222713,0.0002787335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366205,"about_ca_system_score_gemma":0.0009469239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008670231,"about_ca_topic_score_gemma":0.0004888506,"domain_scores_codex":[0.9961132,0.0004013967,0.001252877,0.0007375872,0.0008008371,0.0006941489],"domain_scores_gemma":[0.9966099,0.0009001471,0.0005502948,0.00141554,0.0001741435,0.0003500325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004698892,0.0009151917,0.01273829,0.03151039,0.6193423,0.008091746,0.0006417016,0.000006952507,1.97446e-7,0.0008598226,0.001111357,0.3243122],"study_design_scores_gemma":[0.001229257,0.001243595,0.01635247,0.001560801,0.9540313,0.0002141474,0.0000357745,0.00003205104,0.000009745466,0.0001903846,0.02460221,0.0004982755],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001864119,0.9975294,0.00002204953,0.00004294783,0.00007280699,0.001717547,0.0001160174,0.0000183958,0.0004621802],"genre_scores_gemma":[0.04038239,0.956856,0.0001410403,0.00003251442,0.0001025,0.0009044947,0.00009080322,0.00005851345,0.001431789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.334689,"threshold_uncertainty_score":0.9999187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112062992","doi":"10.1200/jco.2006.10.4760","title":"Long-Term Results of RTOG Trial 8911 (USA Intergroup 113): A Random Assignment Trial Comparison of Chemotherapy Followed by Surgery Compared With Surgery Alone for Esophageal Cancer","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":541,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"National Cancer Institute","keywords":"Medicine; Surgery; Chemotherapy; Perioperative; Esophageal cancer; Radiation therapy; Chemoradiotherapy; Cancer; Internal medicine","authors":[{"name":"David P. Kelsen","is_ca":true},{"name":"Katryn A. Winter","is_ca":true},{"name":"Leonard L. Gunderson","is_ca":true},{"name":"Joanne Mortimer","is_ca":true},{"name":"Norman Estes","is_ca":true},{"name":"Daniel G. Haller","is_ca":true},{"name":"Jaffer A. Ajani","is_ca":true},{"name":"Walter Kocha","is_ca":true},{"name":"Bruce D. Minsky","is_ca":true},{"name":"Jack A. Roth","is_ca":true},{"name":"Christopher G. Willett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1720050050731092,"gpt":0.5067784858282472,"spread":0.334773480755138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01196117,0.0003035405,0.005688797,0.0003246237,0.00004842702,0.00001031676,0.0002132977,0.0004095354,0.0002114206],"category_scores_gemma":[0.003097434,0.0001980739,0.001687753,0.0002633021,0.0004490545,0.0001028104,0.00003384199,0.0007621814,0.00000129392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630474,"about_ca_system_score_gemma":0.003311119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002009076,"about_ca_topic_score_gemma":0.0005937929,"domain_scores_codex":[0.9908582,0.0007070118,0.006354512,0.0003602577,0.001149445,0.0005705566],"domain_scores_gemma":[0.9714942,0.0213356,0.005404576,0.0003136151,0.000777285,0.000674755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7489096,0.009970577,0.1638526,0.0001198813,0.002152505,0.0004655975,0.000103097,0.000005479753,0.0001318751,0.00000144331,0.02541027,0.04887708],"study_design_scores_gemma":[0.8370652,0.07210993,0.07943296,0.0005249285,0.0008880348,0.00004633917,0.00004985305,0.00002858274,0.008136754,0.00001291119,0.00154408,0.000160488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881403,0.003568662,0.001606859,0.00210182,0.002242868,0.002166936,0.00007946055,0.000008117644,0.00008496799],"genre_scores_gemma":[0.9956518,0.0009582578,0.0006652318,0.0002981531,0.002071978,0.00006763635,0.00005597816,0.00003674671,0.000194166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08815557,"threshold_uncertainty_score":0.807722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2069358051","doi":"10.1002/ijc.10427","title":"Time trends incidence of both major histologic types of esophageal carcinomas in selected countries, 1973–1995","year":2002,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":430,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medicine; Demography; Cohort; Esophagus; Esophageal cancer; Cohort effect; Cancer; Cohort study; Pathology; Internal medicine","authors":[{"name":"A. Paloma Vizcaino","is_ca":false},{"name":"Vı́ctor Moreno","is_ca":false},{"name":"René Lambert","is_ca":false},{"name":"D. Maxwell Parkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01796598382228926,"gpt":0.3207484516302349,"spread":0.3027824678079456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001595007,0.0001005034,0.0003613908,0.0004366713,0.00001086374,0.000006028072,0.0002154774,0.00005112106,0.0037046],"category_scores_gemma":[0.00009556124,0.00007769443,0.00009695804,0.0002763268,0.0001274213,0.0001136532,0.00002669964,0.0001948998,0.000008432687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006435309,"about_ca_system_score_gemma":0.0003308763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008525295,"about_ca_topic_score_gemma":0.0003009204,"domain_scores_codex":[0.9983804,0.00004157547,0.0005108324,0.0001046629,0.0008095138,0.0001529775],"domain_scores_gemma":[0.9985228,0.00008116464,0.0003969246,0.00008760422,0.0008191793,0.000092389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002269661,0.0004956178,0.9733544,0.00007022675,0.0008108777,0.00173887,0.0005332719,0.0001994224,0.00216081,0.0001666688,0.005028175,0.01317201],"study_design_scores_gemma":[0.006761058,0.001383694,0.9725792,0.0005041825,0.0001783662,0.0004192007,0.00001965162,0.0007189273,0.01491781,0.0001249285,0.002282439,0.0001105844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376062,0.05877745,0.0000121012,0.00185987,0.0002376332,0.00009119986,0.00006882177,0.000005528851,0.001341176],"genre_scores_gemma":[0.9968863,0.001288701,0.000173248,0.0001080689,0.0001759965,0.000005929803,0.000005758192,0.000009140026,0.001346916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05928002,"threshold_uncertainty_score":0.9972062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156147638","doi":"10.1016/j.athoracsur.2010.05.014","title":"Systematic Classification of Morbidity and Mortality After Thoracic Surgery","year":2010,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":406,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Department of Surgery; McGill University","keywords":"Medicine; Complication; Esophagectomy; Surgery; Atrial fibrillation; Cardiothoracic surgery; Internal medicine; Esophageal cancer","authors":[{"name":"Andrew Seely","is_ca":true},{"name":"Jelena Ivanovic","is_ca":true},{"name":"Jennifer Threader","is_ca":true},{"name":"Ahmed Al-Hussaini","is_ca":true},{"name":"D. AlShehab","is_ca":true},{"name":"Tim Ramsay","is_ca":true},{"name":"Donna E. Maziak","is_ca":true},{"name":"Farid M. Shamji","is_ca":true},{"name":"R. Sudhir Sundaresan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.180004491643447,"gpt":0.4430043785406425,"spread":0.2629998868971954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004353513,0.0001644512,0.0008202114,0.0001977976,0.00005504104,0.00001622907,0.00009365068,0.00009133197,0.0001217815],"category_scores_gemma":[0.001220488,0.000100787,0.0003190865,0.0003035909,0.0003229999,0.0001212964,0.00005221336,0.0002379833,0.00001262439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001116817,"about_ca_system_score_gemma":0.0002026792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002578119,"about_ca_topic_score_gemma":0.00006366556,"domain_scores_codex":[0.9978529,0.0003886868,0.00066742,0.0002257533,0.0005861181,0.0002790937],"domain_scores_gemma":[0.9962966,0.00194154,0.0004014152,0.0008375091,0.0003428903,0.0001800419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001578106,0.0005127368,0.9463905,0.03201148,0.0006735949,0.000109646,0.0002363934,3.970926e-7,0.003704418,0.00007803083,0.001439986,0.01326473],"study_design_scores_gemma":[0.00003303143,0.00004834385,0.9260715,0.00215473,0.0002455425,0.00004618909,0.0001007697,0.00006470134,0.07058771,0.0005321512,0.00001400454,0.0001013655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907091,0.006954878,0.00001278919,0.001380913,0.000159277,0.0005312896,0.00003646051,0.00002471941,0.0001905283],"genre_scores_gemma":[0.9987055,0.000781639,0.00002704141,0.0001077415,0.00009772724,0.000124371,0.00001992473,0.00001851416,0.0001175237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06688329,"threshold_uncertainty_score":0.4109975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006911249","doi":"10.1097/00000542-200611000-00011","title":"Protective Ventilation Influences Systemic Inflammation after Esophagectomy","year":2006,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":394,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Association of Thoracic Surgeons","funders":"","keywords":"Medicine; Esophagectomy; Ventilation (architecture); Tidal volume; Systemic inflammation; Anesthesia; Mechanical ventilation; Lung; Peak inspiratory pressure; Gastroenterology; Esophageal cancer; Respiratory system; Inflammation; Internal medicine; Cancer","authors":[{"name":"Pierre Michelet","is_ca":false},{"name":"Xavier Benoît D’Journo","is_ca":false},{"name":"Antoine Roch","is_ca":false},{"name":"C. Doddoli","is_ca":false},{"name":"Valérie Marin","is_ca":false},{"name":"Laurent Papazian","is_ca":false},{"name":"Isabelle Decamps","is_ca":false},{"name":"Fabienne Brégeon","is_ca":false},{"name":"P. Thomas","is_ca":true},{"name":"Jean‐Pierre Auffray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01051020746432252,"gpt":0.2761112582230717,"spread":0.2656010507587492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001082071,0.0000981413,0.0001776278,0.000103937,0.00004802213,0.000009539309,0.0000364434,0.00008720109,0.00008729352],"category_scores_gemma":[0.00002590406,0.0000739766,0.00005216911,0.0001182082,0.00006629418,0.00008023965,0.00001075313,0.00009472505,0.0002025626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038532,"about_ca_system_score_gemma":0.00007457598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003188956,"about_ca_topic_score_gemma":0.00003584705,"domain_scores_codex":[0.9992092,0.00008045133,0.0001765671,0.0001929788,0.0001422797,0.0001985438],"domain_scores_gemma":[0.9996197,0.00003893086,0.0000614688,0.0001471555,0.00008546143,0.00004726477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001007559,0.00006424444,0.989439,0.0001250464,0.00003576655,0.000862148,0.0001052942,0.00003865876,0.003519942,0.0003304666,0.00005090576,0.004421033],"study_design_scores_gemma":[0.00068987,0.0006606781,0.9842864,0.00005791726,0.00003017727,0.0003195289,0.00001660878,0.00002210556,0.01204722,0.001664815,0.0001480354,0.00005667633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994989,0.003822095,0.00004223481,0.0001193207,0.00002539626,0.0007207173,0.000001197097,0.00005983647,0.000220211],"genre_scores_gemma":[0.9988965,0.00001309653,0.0001060842,0.0000658366,0.0002106702,0.0004949662,0.00003029015,0.000009994438,0.0001725108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008527275,"threshold_uncertainty_score":0.3016678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975735482","doi":"10.1053/j.gastro.2012.04.032","title":"Consensus Statements for Management of Barrett's Dysplasia and Early-Stage Esophageal Adenocarcinoma, Based on a Delphi Process","year":2012,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":378,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Cancer Research UK; National Institutes of Health; National Cancer Institute; National Institute for Health and Care Research; University Hospitals of Leicester NHS Trust","keywords":"Medicine; Endoscopic mucosal resection; Dysplasia; Stage (stratigraphy); Barrett's esophagus; General surgery; Delphi method; Endoscopy; Adenocarcinoma; Radiology; Internal medicine; Cancer; Computer science","authors":[{"name":"Cathy Bennett","is_ca":false},{"name":"Nimish Vakil","is_ca":false},{"name":"Jacques Bergman","is_ca":false},{"name":"Rebecca Harrison","is_ca":false},{"name":"Robert D. Odze","is_ca":false},{"name":"Michael Vieth","is_ca":false},{"name":"S. Sanders","is_ca":false},{"name":"Laura Gay","is_ca":false},{"name":"Oliver Pech","is_ca":false},{"name":"Gaius Longcroft‐Wheaton","is_ca":false},{"name":"Yvonne Romero","is_ca":false},{"name":"John M. Inadomi","is_ca":false},{"name":"Jan Tack","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Hendrik Manner","is_ca":false},{"name":"Susi Green","is_ca":false},{"name":"David Al Dulaimi","is_ca":false},{"name":"Haythem Ali","is_ca":false},{"name":"Bill Allum","is_ca":false},{"name":"Mark Anderson","is_ca":false},{"name":"Howard J. Curtis","is_ca":false},{"name":"Gary W. Falk","is_ca":false},{"name":"M. Brian Fennerty","is_ca":false},{"name":"Grant Fullarton","is_ca":false},{"name":"Kausilia K. Krishnadath","is_ca":false},{"name":"Stephen J. Meltzer","is_ca":false},{"name":"David Armstrong","is_ca":true},{"name":"Robert A. Ganz","is_ca":false},{"name":"Gianpaolo Cengia","is_ca":false},{"name":"James J. Going","is_ca":false},{"name":"John R. Goldblum","is_ca":false},{"name":"Charles A. Gordon","is_ca":false},{"name":"Heike I. Grabsch","is_ca":false},{"name":"Chris Haigh","is_ca":false},{"name":"Michio Hongo","is_ca":false},{"name":"David Johnston","is_ca":false},{"name":"Ricky Forbes–Young","is_ca":false},{"name":"Elaine W. Kay","is_ca":false},{"name":"Philip Kaye","is_ca":false},{"name":"Laurence Lovat","is_ca":false},{"name":"Lars Lundell","is_ca":false},{"name":"Philip Mairs","is_ca":false},{"name":"Tadakuza Shimoda","is_ca":false},{"name":"Stuart J. Spechler","is_ca":false},{"name":"Stephen J. Sontag","is_ca":false},{"name":"Peter Malfertheiner","is_ca":false},{"name":"Iain Murray","is_ca":false},{"name":"Manoj Nanji","is_ca":false},{"name":"David Poller","is_ca":false},{"name":"Krish Ragunath","is_ca":false},{"name":"Jarosław Reguła","is_ca":false},{"name":"Renzo Cestari","is_ca":false},{"name":"Neil A. Shepherd","is_ca":false},{"name":"Rajvinder Singh","is_ca":false},{"name":"H. J. Stein","is_ca":false},{"name":"Nicholas J. Talley","is_ca":false},{"name":"Jean–Paul Galmiche","is_ca":false},{"name":"Tony Tham","is_ca":false},{"name":"Peter Watson","is_ca":false},{"name":"Lisa Yerian","is_ca":false},{"name":"Massimo Rugge","is_ca":false},{"name":"Thomas W. Rice","is_ca":false},{"name":"John Hart","is_ca":false},{"name":"Stuart Gittens","is_ca":false},{"name":"David Hewin","is_ca":false},{"name":"J Hochberger","is_ca":false},{"name":"Peter Kahrilas","is_ca":false},{"name":"Sean Preston","is_ca":false},{"name":"Richard E. Sampliner","is_ca":false},{"name":"Prateek Sharma","is_ca":false},{"name":"Robert K. Stuart","is_ca":false},{"name":"Kenneth T. Wang","is_ca":false},{"name":"Irving Waxman","is_ca":false},{"name":"Chris Abley","is_ca":false},{"name":"Duncan E. Loft","is_ca":false},{"name":"Ian Penman","is_ca":false},{"name":"Nicholas J. Shaheen","is_ca":false},{"name":"Amitabh Chak","is_ca":false},{"name":"Gareth Davies","is_ca":false},{"name":"Lorna Dunn","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"John de Caestecker","is_ca":false},{"name":"Pradeep Bhandari","is_ca":false},{"name":"Christian Ell","is_ca":false},{"name":"S M Griffin","is_ca":false},{"name":"Stephen Attwood","is_ca":false},{"name":"Hugh Barr","is_ca":false},{"name":"Jeffrey C. Allen","is_ca":false},{"name":"Mark K. Ferguson","is_ca":false},{"name":"Paul Moayyedi","is_ca":true},{"name":"Janusz Jankowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02999527944915417,"gpt":0.3513757624224375,"spread":0.3213804829732834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002284363,0.0001811302,0.00033271,0.0001418136,0.0000514436,0.000006151482,0.00007116309,0.00004926438,0.00006695373],"category_scores_gemma":[0.00001234639,0.0001523993,0.00006894267,0.00005661624,0.0001372367,0.00004455533,0.00003849839,0.0001093967,0.000005916188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007494687,"about_ca_system_score_gemma":0.00002924522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002180974,"about_ca_topic_score_gemma":0.000006183831,"domain_scores_codex":[0.9984856,0.00005873125,0.0002740261,0.000272306,0.0002606401,0.0006486517],"domain_scores_gemma":[0.9992321,0.00004788781,0.0001034439,0.0002288184,0.0000733375,0.0003144664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008104308,0.0004922498,0.9892027,0.0007553107,0.0002995923,0.0001735113,0.0001476852,0.00001699779,0.00001508114,0.0001546271,0.0001805812,0.00045738],"study_design_scores_gemma":[0.01078095,0.007908433,0.9795668,0.00008402198,0.0001934356,0.00003605172,0.0001448819,0.0003093707,0.0008474861,0.00003281788,0.00003899932,0.00005672502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959475,0.001059562,0.0007411517,0.0005916862,0.00008201281,0.00132625,0.0001118915,0.00002202714,0.0001178944],"genre_scores_gemma":[0.9971001,0.00001772396,0.001892342,0.000384429,0.00004796794,0.0003096445,0.00004056197,0.00002419639,0.0001830358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009635847,"threshold_uncertainty_score":0.6214662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2117910394","doi":"10.1038/ng.3013","title":"Ordering of mutations in preinvasive disease stages of esophageal carcinogenesis","year":2014,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":356,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"Medical Research Council; National Institute for Health and Care Research; Cancer Research UK; Wellcome Trust","keywords":"Barrett's esophagus; Biology; Dysplasia; Carcinogenesis; Esophagus; Adenocarcinoma; Genetics; Gene; Mutation; Cancer; Cancer research","authors":[{"name":"Jamie Weaver","is_ca":false},{"name":"Caryn S. Ross-Innes","is_ca":false},{"name":"Nicholas B. Shannon","is_ca":false},{"name":"Andy G. Lynch","is_ca":false},{"name":"Tim Forshew","is_ca":false},{"name":"Mariagnese Barbera","is_ca":false},{"name":"Muhammed Murtaza","is_ca":false},{"name":"Chin‐Ann Johnny Ong","is_ca":false},{"name":"Pierre Lao-Sirieix","is_ca":false},{"name":"Mark Dunning","is_ca":false},{"name":"Laura Smith","is_ca":false},{"name":"Mike L. Smith","is_ca":false},{"name":"Charlotte Anderson","is_ca":false},{"name":"Benilton S. Carvalho","is_ca":false},{"name":"Maria O’Donovan","is_ca":false},{"name":"Tim Underwood","is_ca":false},{"name":"Andrew P. May","is_ca":false},{"name":"Nicola Grehan","is_ca":false},{"name":"Richard Hardwick","is_ca":false},{"name":"Arusha Oloumi","is_ca":true},{"name":"Samuel Aparício","is_ca":true},{"name":"Carlos Caldas","is_ca":false},{"name":"Matthew Eldridge","is_ca":false},{"name":"Paul A. Edwards","is_ca":false},{"name":"Nitzan Rosenfeld","is_ca":false},{"name":"Simon Tavaré","is_ca":false},{"name":"Rebecca C. Fitzgerald","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01360522482933418,"gpt":0.3098546911026194,"spread":0.2962494662732852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007908048,0.0000856914,0.0001997442,0.0001351214,0.00001528171,0.000002439328,0.00006785783,0.00008076691,0.0000286649],"category_scores_gemma":[0.0001888718,0.00007370845,0.00005866872,0.0002139173,0.00006384197,0.00001410489,0.00003170407,0.000165334,0.00000138837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004404743,"about_ca_system_score_gemma":0.0001900324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003454904,"about_ca_topic_score_gemma":0.00006282028,"domain_scores_codex":[0.9991775,0.00003729573,0.0001800907,0.0001494545,0.0003008224,0.0001548941],"domain_scores_gemma":[0.999334,0.00007428013,0.00005661889,0.0002371537,0.0001579415,0.0001400196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001687924,0.000174914,0.9917123,0.0004280834,0.00005104122,0.00006888888,0.0001926251,0.0006392812,0.001411411,0.0001717856,0.00002456368,0.004956319],"study_design_scores_gemma":[0.001182846,0.0003126535,0.8999935,0.00007110179,0.00007608599,0.000001970053,0.00002947324,0.0002143316,0.09771969,0.0003138378,0.00004022228,0.00004424832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761565,0.02300302,0.00006345161,0.0001462142,0.0000382646,0.0003045503,0.00005121807,0.000007351275,0.0002294744],"genre_scores_gemma":[0.9979866,0.0003075901,0.001476216,0.00004396063,0.00005147784,0.00001879123,0.00003383453,0.00001324157,0.00006824697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09630828,"threshold_uncertainty_score":0.3005743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1963213007","doi":"10.1200/jco.2014.58.0423","title":"Long-Term Follow-Up of a Community Assignment, One-Time Endoscopic Screening Study of Esophageal Cancer in China","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":344,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"Ministry of Science and Technology of the People's Republic of China","keywords":"Medicine; Incidence (geometry); Cumulative incidence; Internal medicine; Population; Cancer; Esophageal cancer; Dysplasia; Surgery; Cohort; Environmental health","authors":[{"name":"Wenqiang Wei","is_ca":true},{"name":"Zhifeng Chen","is_ca":true},{"name":"Yutong He","is_ca":true},{"name":"Hao Feng","is_ca":true},{"name":"Jun Hou","is_ca":true},{"name":"Dongmei Lin","is_ca":true},{"name":"Xiu‐Qing Li","is_ca":true},{"name":"Guo Cui-lan","is_ca":true},{"name":"Shao-Sen Li","is_ca":true},{"name":"Guoqing Wang","is_ca":true},{"name":"Zhiwei Dong","is_ca":true},{"name":"Christian C. Abnet","is_ca":true},{"name":"You‐Lin Qiao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2538932957502956,"gpt":0.5215153736155658,"spread":0.2676220778652702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005168822,0.0001451694,0.002016105,0.0002311595,0.00003206044,0.000004287956,0.0002971317,0.0001937659,0.000216601],"category_scores_gemma":[0.002056143,0.0001066746,0.0002877311,0.0002316894,0.0002093372,0.0001086196,0.000153478,0.001577222,0.000003690983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692683,"about_ca_system_score_gemma":0.002072042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001523459,"about_ca_topic_score_gemma":0.001495979,"domain_scores_codex":[0.9946106,0.001907746,0.002287173,0.0001236536,0.0007935328,0.0002773112],"domain_scores_gemma":[0.995731,0.001368745,0.001619875,0.0003100174,0.0004258114,0.0005445749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009410469,0.01289564,0.9262045,0.00007026249,0.0009341078,0.0009546694,0.001294251,0.00004086494,0.000111887,0.000003893861,0.0001948538,0.04788459],"study_design_scores_gemma":[0.04345711,0.05621168,0.8987243,0.0002687323,0.0003661337,0.00002970099,0.0004026868,0.00001828829,0.0003896919,0.00007197902,0.00001427233,0.00004544161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959329,0.001905685,0.00004618039,0.000760795,0.0003201405,0.0005088977,0.000008552529,0.000004057275,0.000512813],"genre_scores_gemma":[0.9987355,0.0002256667,0.0004295252,0.0001218454,0.0002620335,0.0000133196,0.000002542568,0.00001494844,0.000194579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04783915,"threshold_uncertainty_score":0.6852332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145378917","doi":"10.1093/jnci/djq289","title":"Cigarette Smoking and Adenocarcinomas of the Esophagus and Esophagogastric Junction: A Pooled Analysis From the International BEACON Consortium","year":2010,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":321,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Cancer Institute; Economic and Social Research Council; U.S. Public Health Service","keywords":"Esophagogastric junction; Esophagus; Medicine; Cigarette smoking; Smoking cessation; Esophageal adenocarcinoma; Internal medicine; Adenocarcinoma; Pathology; Cancer","authors":[{"name":"Michael B. Cook","is_ca":false},{"name":"Farin Kamangar","is_ca":false},{"name":"David C. Whiteman","is_ca":false},{"name":"Neal D. Freedman","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Línda Morris Brown","is_ca":false},{"name":"Harvey A. Risch","is_ca":false},{"name":"Weimin Ye","is_ca":false},{"name":"Linda Sharp","is_ca":false},{"name":"Nirmala Pandeya","is_ca":false},{"name":"Penelope M. Webb","is_ca":false},{"name":"Anna H. Wu","is_ca":false},{"name":"Mary H. Ward","is_ca":false},{"name":"Carol Giffen","is_ca":false},{"name":"Alan G. Casson","is_ca":true},{"name":"Christian C. Abnet","is_ca":false},{"name":"Liam Murray","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Olof Nyrén","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false},{"name":"Wong‐Ho Chow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03018435933889761,"gpt":0.3180212207121461,"spread":0.2878368613732484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004676016,0.0001234373,0.0002536256,0.0001556506,0.0002140699,0.00004907172,0.0003237055,0.00006355779,0.000136948],"category_scores_gemma":[0.0004082683,0.00005912987,0.0002318143,0.0004886513,0.0003651017,0.0001821348,0.0001333142,0.0006160551,2.939317e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200372,"about_ca_system_score_gemma":0.0008242588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004954255,"about_ca_topic_score_gemma":0.0006929737,"domain_scores_codex":[0.9980375,0.00005413414,0.0003823109,0.0001538039,0.001247254,0.0001250333],"domain_scores_gemma":[0.9984136,0.0001739611,0.0004596761,0.0001641983,0.0006874821,0.0001011103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003939435,0.00006292657,0.9898096,0.00001087836,0.003935023,0.00001965656,0.0002044033,0.0002545956,0.0006576216,0.0006857537,0.001365077,0.002600467],"study_design_scores_gemma":[0.001972398,0.00006608462,0.98984,0.00006371285,0.002075522,0.0001752576,0.00003539997,0.0002148593,0.004071897,0.0005661161,0.0008715211,0.00004720829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958626,0.02097595,0.00002815262,0.0179483,0.001896232,0.000228397,0.0001193775,0.000003943391,0.0001736537],"genre_scores_gemma":[0.997196,0.0002150598,0.00009474142,0.001216128,0.00107343,0.00001177343,0.000005448434,0.0000070068,0.0001804584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03856995,"threshold_uncertainty_score":0.2676487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013311028","doi":"10.14740/wjon1254","title":"Esophageal Cancer: An Updated Surveillance Epidemiology and End Results Database Analysis","year":2020,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Adenocarcinoma; Hazard ratio; Cancer; Surveillance, Epidemiology, and End Results; Epidemiology; Internal medicine; Incidence (geometry); Stage (stratigraphy); Confidence interval; Esophageal cancer; Oncology; Carcinoma; Gastroenterology; Cancer registry","authors":[{"name":"Eric O. Then","is_ca":false},{"name":"Michell Lopez","is_ca":false},{"name":"Saad Saleem","is_ca":false},{"name":"Vijay Gayam","is_ca":false},{"name":"Tagore Sunkara","is_ca":false},{"name":"Andrea Culliford","is_ca":false},{"name":"Vinaya Gaduputi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07518533476510329,"gpt":0.4153740239959077,"spread":0.3401886892308044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464492,0.0001564646,0.0011247,0.0003794981,0.0000666283,0.000007786772,0.000147466,0.00007205069,0.0005694975],"category_scores_gemma":[0.000529861,0.0001160395,0.0001575032,0.0008562282,0.0002014981,0.0001236193,0.00006625978,0.0005412211,0.000006818935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439064,"about_ca_system_score_gemma":0.0005708963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003780192,"about_ca_topic_score_gemma":0.00269137,"domain_scores_codex":[0.9976249,0.0006689472,0.0007840873,0.0003160867,0.000225552,0.0003804073],"domain_scores_gemma":[0.9975594,0.0005019027,0.0005123307,0.0002139202,0.0002455343,0.0009669538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.016389,0.0005315823,0.8414952,0.00005480419,0.004069403,0.009308507,0.0004574159,0.0003531327,0.0004685458,0.0002964684,0.02388466,0.1026913],"study_design_scores_gemma":[0.01480951,0.01213516,0.886552,0.00003058374,0.001827928,0.0007071988,0.000110949,0.001920913,0.0004986675,0.0001261026,0.08107783,0.00020313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802885,0.04757407,0.0005864025,0.1665473,0.0004166345,0.0005811187,0.0007307413,0.00005558811,0.003219605],"genre_scores_gemma":[0.9898146,0.002760033,0.002717436,0.003715498,0.0005780777,0.000005259792,0.0001780062,0.00001255542,0.0002185523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095261,"threshold_uncertainty_score":0.6235598,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964185052","doi":"10.1007/s10637-010-9399-1","title":"A phase 2 study of SP1049C, doxorubicin in P-glycoprotein-targeting pluronics, in patients with advanced adenocarcinoma of the esophagus and gastroesophageal junction","year":2010,"lang":"en","type":"article","venue":"Investigational New Drugs","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":295,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Supratek Pharma (Canada)","funders":"","keywords":"Medicine; Population; Response Evaluation Criteria in Solid Tumors; Internal medicine; Clinical endpoint; Gastroenterology; Phases of clinical research; Doxorubicin; Chemotherapy; Adenocarcinoma; Surgery; Esophagus; Progressive disease; Oncology; Cancer; Clinical trial","authors":[{"name":"Juan W. Valle","is_ca":false},{"name":"Anne Armstrong","is_ca":false},{"name":"Chris Newman","is_ca":true},{"name":"Valery Yu. Alakhov","is_ca":true},{"name":"Grzegorz Pietrzyński","is_ca":true},{"name":"Julie Brewer","is_ca":false},{"name":"Sue Campbell","is_ca":true},{"name":"Pippa Corrie","is_ca":false},{"name":"Eric K. Rowinsky","is_ca":true},{"name":"Malcolm Ranson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007041558149605497,"gpt":0.2578805014282209,"spread":0.2508389432786154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002141384,0.0001482466,0.0002739447,0.0002116923,0.0000392554,0.000006897221,0.00009643167,0.00004463815,0.00002634484],"category_scores_gemma":[0.0001598526,0.0001016073,0.00002909549,0.0004667338,0.0001890847,0.0001220488,0.00005526442,0.0003643672,7.875475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009109238,"about_ca_system_score_gemma":0.0004503657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009519833,"about_ca_topic_score_gemma":0.0005174655,"domain_scores_codex":[0.9983971,0.00006729565,0.0003926016,0.0002704022,0.0006577692,0.0002147926],"domain_scores_gemma":[0.9992583,0.00006305828,0.0001828687,0.0002154829,0.0001179533,0.0001623802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001289699,0.001630354,0.9921216,0.00005596105,0.00002969836,0.00001953116,0.001319771,0.00009823494,0.0006088818,0.0001317147,0.00001689647,0.002677636],"study_design_scores_gemma":[0.02746983,0.00338679,0.9581348,0.000120213,0.00002708713,0.000003049591,0.0002502149,0.00008891109,0.01013167,0.0003271627,0.000001945568,0.00005831354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969662,0.001086592,0.000002284782,0.0003481326,0.00005121277,0.001503221,0.00001085948,0.000007165334,0.00002427517],"genre_scores_gemma":[0.9986595,0.000002365068,0.001100957,0.0000576267,0.00004121948,0.00005138132,0.00002610733,0.00001585235,0.0000450079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0339868,"threshold_uncertainty_score":0.4143426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W130054982","doi":"","title":"Mortality secondary to esophageal anastomotic leak.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":282,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Esophagectomy; Anastomosis; Surgery; Leak; Complication; Esophagus; Esophageal disease; Esophageal cancer; Internal medicine; Cancer","authors":[{"name":"Khaled Alanezi","is_ca":true},{"name":"John D. Urschel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03767517892494703,"gpt":0.3059360743770972,"spread":0.2682608954521502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002092275,0.0001307631,0.0002209074,0.0001106197,0.00006035562,0.00002301114,0.00008743281,0.00004394035,0.0001639608],"category_scores_gemma":[0.00008172385,0.0001085776,0.00009003155,0.0002549038,0.00004775227,0.0000738802,0.00005169265,0.0001909268,0.0002240504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004382003,"about_ca_system_score_gemma":0.0001903079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003427439,"about_ca_topic_score_gemma":0.0002896894,"domain_scores_codex":[0.9985657,0.00002020637,0.0001602605,0.0002969714,0.0003913101,0.0005655653],"domain_scores_gemma":[0.9987949,0.00001461422,0.00002162688,0.0003393345,0.00005171762,0.0007778573],"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":[0.001162559,0.002095684,0.3481113,0.000530094,0.001081356,0.009728671,0.0006765769,0.0002441208,0.00005714747,0.00247957,0.00446152,0.6293714],"study_design_scores_gemma":[0.002408795,0.0002466976,0.992515,0.00001019021,0.00005112131,0.00004925487,0.00001435855,8.403271e-7,0.003356848,0.0005808879,0.0006873334,0.00007867405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751787,0.00201863,0.0001162505,0.003915823,0.000164103,0.001972994,0.00002929536,0.0001316188,0.01647254],"genre_scores_gemma":[0.9951261,0.00001603631,0.0001994876,0.001382468,0.0002080311,0.001300288,0.00002043483,0.00002010703,0.001727026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6444037,"threshold_uncertainty_score":0.4427664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995790007","doi":"10.1002/cncr.20785","title":"Do cancer centers designated by the National Cancer Institute have better surgical outcomes?","year":2004,"lang":"en","type":"article","venue":"Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":269,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; York University","funders":"National Cancer Institute; Agency for Healthcare Research and Quality","keywords":"Medicine; Bladder cancer; Cancer; Esophagectomy; Cystectomy; Gastrectomy; Colorectal cancer; Mortality rate; Esophageal cancer; Surgery; Pancreatic cancer; Colectomy; Internal medicine; General surgery","authors":[{"name":"Nancy J. O. Birkmeyer","is_ca":false},{"name":"Philip P. Goodney","is_ca":false},{"name":"Thérèse A. Stukel","is_ca":true},{"name":"Bruce E. Hillner","is_ca":false},{"name":"John D. Birkmeyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06203601818609758,"gpt":0.3945596532996872,"spread":0.3325236351135896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001378212,0.0002516975,0.0003142304,0.00007200221,0.0001927886,0.00004926665,0.0001808676,0.00009475508,0.002093918],"category_scores_gemma":[0.00002540184,0.0001502497,0.0001587788,0.0002226215,0.0002602611,0.000153597,0.00004893887,0.0003592468,0.00004866311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303477,"about_ca_system_score_gemma":0.001095294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007559045,"about_ca_topic_score_gemma":0.001458603,"domain_scores_codex":[0.9979133,0.00003830823,0.0002418258,0.0004072579,0.0008723529,0.0005269569],"domain_scores_gemma":[0.9991244,0.00004608658,0.00007606089,0.0002005968,0.0002603293,0.0002924931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001368606,0.0006442454,0.8282362,0.000155339,0.002196837,0.000742805,0.0006807935,0.002137563,0.001019984,0.0006753014,0.125185,0.03695734],"study_design_scores_gemma":[0.04360805,0.0006482858,0.3829673,0.001185716,0.0007366317,0.0001436807,0.0001317779,0.0001720723,0.03433427,0.001177676,0.5337498,0.001144686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273906,0.06062295,0.0000999043,0.1033188,0.001430981,0.001873579,0.001103839,0.0001455188,0.004013808],"genre_scores_gemma":[0.9839687,0.002455813,0.00004415474,0.007767907,0.000589588,0.001377226,0.00006416473,0.00003682925,0.003695655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4452689,"threshold_uncertainty_score":0.9990497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883616947","doi":"10.1016/s0140-6736(18)31388-6","title":"Esomeprazole and aspirin in Barrett's oesophagus (AspECT): a randomised factorial trial","year":2018,"lang":"en","type":"article","venue":"The Lancet","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"Medical Research Council; Cancer Research UK; Wellcome Trust","keywords":"Esomeprazole; Aspirin; Medicine; Barrett's oesophagus; Internal medicine; Randomized controlled trial; Gastroenterology","authors":[{"name":"Janusz Jankowski","is_ca":false},{"name":"John de Caestecker","is_ca":false},{"name":"Sharon Love","is_ca":false},{"name":"Gavin Reilly","is_ca":false},{"name":"Peter J. Watson","is_ca":false},{"name":"S. Sanders","is_ca":false},{"name":"Yeng Ang","is_ca":false},{"name":"Danielle Morris","is_ca":false},{"name":"Pradeep Bhandari","is_ca":false},{"name":"Claire Brooks","is_ca":false},{"name":"Stephen Attwood","is_ca":false},{"name":"Rebecca Harrison","is_ca":false},{"name":"Hugh Barr","is_ca":false},{"name":"Paul Moayyedi","is_ca":true},{"name":"Krish Ragunath","is_ca":false},{"name":"Bashir Rameh","is_ca":false},{"name":"Grant Fullarton","is_ca":false},{"name":"Art Tucker","is_ca":false},{"name":"Ian Penman","is_ca":false},{"name":"Colin Rodgers","is_ca":false},{"name":"James Neale","is_ca":false},{"name":"Cathryn Edwards","is_ca":false},{"name":"Adelyn Wise","is_ca":false},{"name":"Stephen Jones","is_ca":false},{"name":"Nicholas Church","is_ca":false},{"name":"Kishor Vaidya","is_ca":false},{"name":"Sherzad Balata","is_ca":false},{"name":"John A. Todd","is_ca":false},{"name":"Michael Gibbons","is_ca":false},{"name":"David Johnston","is_ca":false},{"name":"Mark Anderson","is_ca":false},{"name":"Gareth Davies","is_ca":false},{"name":"William Dickey","is_ca":false},{"name":"A Murdock","is_ca":false},{"name":"G. A. Turner","is_ca":false},{"name":"Andrew Goddard","is_ca":false},{"name":"Chris Haigh","is_ca":false},{"name":"Timothy Harding","is_ca":false},{"name":"L. Jackson","is_ca":false},{"name":"Iain Murray","is_ca":false},{"name":"Joy Worthingon","is_ca":false},{"name":"Thomas Lee","is_ca":false},{"name":"Peik Loon Lim","is_ca":false},{"name":"James McLoughlin","is_ca":false},{"name":"Christopher Macdonald","is_ca":false},{"name":"Philip Mairs","is_ca":false},{"name":"David Gabriel Monk","is_ca":false},{"name":"Sean Preston","is_ca":false},{"name":"Stirling Pugh","is_ca":false},{"name":"Howard Smart","is_ca":false},{"name":"Ashraf Soliman","is_ca":false},{"name":"Peter Isaacs","is_ca":false},{"name":"David Aldulaimi","is_ca":false},{"name":"Nigel Trudgill","is_ca":false},{"name":"Julian Teare","is_ca":false},{"name":"A. Ben-Hamida","is_ca":false},{"name":"Andrew Bell","is_ca":false},{"name":"Robert Boulton-Jones","is_ca":false},{"name":"Tawfique K. Daneshmend","is_ca":false},{"name":"Hisaharu Suzuki","is_ca":false},{"name":"Sue Cullen","is_ca":false},{"name":"Rebecca C. Fitzgerald","is_ca":false},{"name":"Rupert Ransford","is_ca":false},{"name":"Mohammad Mesbahur Rahman","is_ca":false},{"name":"Giovanni Domenico Tebala","is_ca":false},{"name":"M. Hallissey","is_ca":false},{"name":"Carrie Kelly","is_ca":false},{"name":"Tamas Hickish","is_ca":false},{"name":"Ali S. Taha","is_ca":false},{"name":"J. W. Rademaker","is_ca":false},{"name":"M. Whitehead","is_ca":false},{"name":"Sean G. Kelly","is_ca":false},{"name":"Perminder Phull","is_ca":false},{"name":"Naveen Sharma","is_ca":false},{"name":"Ian Perry","is_ca":false},{"name":"Vankatraman Sankara-Raman","is_ca":false},{"name":"Haythem Ali","is_ca":false},{"name":"Iqbal Ansary Khan","is_ca":false},{"name":"Howard Curtis","is_ca":false},{"name":"Martin Wadley","is_ca":false},{"name":"Adam Stone","is_ca":false},{"name":"Sumesh Sukumaran","is_ca":false},{"name":"Andrew Higham","is_ca":false},{"name":"Stephen F. Lewis","is_ca":false},{"name":"Adam Haycock","is_ca":false},{"name":"Bernhard Usselmann","is_ca":false},{"name":"Simon D. Johnston","is_ca":false},{"name":"Tony Tham","is_ca":false},{"name":"S. Campbell","is_ca":false},{"name":"Andrew Douds","is_ca":false},{"name":"Jason Dunn","is_ca":false},{"name":"Ian Sargeant","is_ca":false},{"name":"Mark Narain","is_ca":false},{"name":"Nick Maynard","is_ca":false},{"name":"Andrew Chilton","is_ca":false},{"name":"Susi Green","is_ca":false},{"name":"Duncan E. Loft","is_ca":false},{"name":"Bart Decadt","is_ca":false},{"name":"Michael A. Mendall","is_ca":false},{"name":"Mathis Heydtmann","is_ca":false},{"name":"Neil Fisher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04257624688759394,"gpt":0.3467753134670554,"spread":0.3041990665794615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004691347,0.000115947,0.0004278546,0.00005300671,0.00007158204,0.00003300937,0.0001148625,0.00004878113,0.0003017689],"category_scores_gemma":[0.0001864499,0.00006648635,0.00005184546,0.0001385839,0.0001658867,0.00004422142,0.00004973208,0.0002134285,0.00007806801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007784984,"about_ca_system_score_gemma":0.00009860378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083812,"about_ca_topic_score_gemma":0.0001543473,"domain_scores_codex":[0.9989293,0.00009978902,0.000167885,0.0002016063,0.000259008,0.000342431],"domain_scores_gemma":[0.9993078,0.0001468903,0.00003628642,0.0003520433,0.0000330828,0.0001238957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9149066,0.0003399452,0.05707994,0.00007969976,0.0002867286,0.0004489905,0.001471306,5.634909e-7,0.000420642,0.001056474,0.01328311,0.01062601],"study_design_scores_gemma":[0.9088263,0.003230256,0.07562641,0.0000689761,0.00008113585,0.00003570569,0.00004837455,0.00006582873,0.005469793,0.002083771,0.004333656,0.0001298119],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853485,0.004561747,0.000009587442,0.003616859,0.0004924278,0.001578797,0.00001694333,0.00004786142,0.004327255],"genre_scores_gemma":[0.9925189,0.0001321617,0.00005741618,0.0003872356,0.006445403,0.0001108727,0.000008144204,0.0000125544,0.0003273191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854647,"threshold_uncertainty_score":0.3304158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161395451","doi":"10.1200/jco.2014.55.9070","title":"Tumor Stage After Neoadjuvant Chemotherapy Determines Survival After Surgery for Adenocarcinoma of the Esophagus and Esophagogastric Junction","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":254,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Chemotherapy; Stage (stratigraphy); Neoadjuvant therapy; Lymphovascular invasion; Esophagectomy; Esophagogastric junction; Adenocarcinoma; Esophageal cancer; Esophagus; Resection margin; Internal medicine; Oncology; Proportional hazards model; T-stage; Hazard ratio; Cancer; Surgery; Metastasis; Resection; Confidence interval","authors":[{"name":"Andrew Davies","is_ca":true},{"name":"James Gossage","is_ca":true},{"name":"Janine Zylstra","is_ca":true},{"name":"Fredrik Mattsson","is_ca":true},{"name":"Jesper Lagergren","is_ca":true},{"name":"Nick Maisey","is_ca":true},{"name":"Elizabeth Smyth","is_ca":true},{"name":"David Cunningham","is_ca":true},{"name":"William Allum","is_ca":true},{"name":"Robert C. Mason","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07944163182131575,"gpt":0.4199747503141831,"spread":0.3405331184928674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596552,0.0001488064,0.001234649,0.0001241559,0.00003314746,0.000008752475,0.0000996612,0.0001537857,0.0001028696],"category_scores_gemma":[0.001932076,0.00008190025,0.0006347638,0.0001166845,0.0002634683,0.00008037205,0.00004384651,0.0003937419,0.000002042219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008992633,"about_ca_system_score_gemma":0.0009014374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002059358,"about_ca_topic_score_gemma":0.0000404905,"domain_scores_codex":[0.9973884,0.0003937813,0.001385477,0.0001902511,0.0003834953,0.0002585805],"domain_scores_gemma":[0.9952019,0.002926399,0.0009662279,0.0002214184,0.0003769562,0.0003071406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01662339,0.0005456176,0.9031302,0.0001076626,0.0001992035,0.000301313,0.00003041996,0.000001034364,0.000008996244,0.000009964417,0.0003175477,0.07872462],"study_design_scores_gemma":[0.007354318,0.008792538,0.9807149,0.0000811206,0.000231626,0.0002209399,0.00002147946,0.00005728331,0.0004704506,0.0001443868,0.001855442,0.00005547384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806342,0.01449802,0.0002190773,0.003114183,0.001117601,0.0003733331,0.00001015762,0.000004341437,0.00002911971],"genre_scores_gemma":[0.9960256,0.0003383369,0.0007312616,0.001288688,0.001231158,0.00003308045,9.064859e-7,0.00002036495,0.0003306022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07866915,"threshold_uncertainty_score":0.3339795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107114880","doi":"10.1111/j.1572-0241.2007.01230.x","title":"Detection of Intestinal Metaplasia in Barrett's Esophagus: An Observational Comparator Study Suggests the Need for a Minimum of Eight Biopsies","year":2007,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University Medical Centre","funders":"American College of Gastroenterology","keywords":"Intestinal metaplasia; Dysplasia; Medicine; Barrett's esophagus; Esophagus; Metaplasia; Gastroenterology; Biopsy; Staining; Internal medicine; Pathology; Adenocarcinoma; Esophageal disease; Endoscopy; Cancer","authors":[{"name":"Rebecca Harrison","is_ca":false},{"name":"Ian Perry","is_ca":false},{"name":"William Haddadin","is_ca":false},{"name":"Stuart A.C. McDonald","is_ca":false},{"name":"Richard T. Bryan","is_ca":false},{"name":"Keith R. Abrams","is_ca":false},{"name":"Richard E. Sampliner","is_ca":false},{"name":"Nicholas J. Talley","is_ca":false},{"name":"Paul Moayyedi","is_ca":true},{"name":"Janusz Jankowski","is_ca":false}],"retraction":null,"screen_n_in":0,"score":{"opus":0.05041892951688601,"gpt":0.3594510583760908,"spread":0.3090321288592047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380292,0.0001171451,0.0006014286,0.0002350837,0.00004049041,0.000004519622,0.0002279259,0.00001389229,0.000008017714],"category_scores_gemma":[0.0001462123,0.00006287469,0.0001270154,0.0002731629,0.0005320536,0.00006280612,0.00002830284,0.0002346462,2.584651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007644464,"about_ca_system_score_gemma":0.0001029866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001559148,"about_ca_topic_score_gemma":0.0005379473,"domain_scores_codex":[0.9983605,0.0003065927,0.0006442904,0.000105153,0.0003184566,0.00026504],"domain_scores_gemma":[0.998157,0.0004466679,0.0007379377,0.0001883147,0.0003681828,0.0001018954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.052218,0.0008392496,0.9423232,0.00001548573,0.0003752307,0.00005606302,0.0006970571,0.00006198842,0.002281471,0.000006629568,0.00001693404,0.001108693],"study_design_scores_gemma":[0.003627768,0.0641409,0.9237343,0.000027724,0.0001630914,0.0005855442,0.003925109,0.0002292165,0.003493204,0.00004861369,0.000002282332,0.00002225274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963002,0.0006634774,0.001484682,0.00102642,0.00006363288,0.0004491936,0.000008572361,0.000002446406,0.000001371793],"genre_scores_gemma":[0.9990134,0.000009582466,0.0006577249,0.0001858588,0.0001028197,0.00001524328,0.000002340744,0.000009783035,0.000003299113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06330165,"threshold_uncertainty_score":0.2563955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3120491558","doi":"10.3390/cancers13010141","title":"Global Burden, Risk Factors, and Trends of Esophageal Cancer: An Analysis of Cancer Registries from 48 Countries","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Demography; Medicine; Esophageal cancer; Cancer; Obesity; Cancer registry; Internal medicine","authors":[{"name":"Junjie Huang","is_ca":false},{"name":"Anastasios Koulaouzidis","is_ca":false},{"name":"Wojciech Marlicz","is_ca":false},{"name":"Veeleah Lok","is_ca":false},{"name":"Cedric Chu","is_ca":false},{"name":"Chun Ho Ngai","is_ca":false},{"name":"Lin Zhang","is_ca":false},{"name":"Ping Chen","is_ca":false},{"name":"Shanjuan Wang","is_ca":false},{"name":"Jinqiu Yuan","is_ca":false},{"name":"Xiang Qian Lao","is_ca":false},{"name":"Shelly L A Tse","is_ca":false},{"name":"Wanghong Xu","is_ca":false},{"name":"Zhi‐Jie Zheng","is_ca":false},{"name":"Shao‐Hua Xie","is_ca":false},{"name":"Martin C. S. Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01966006787633834,"gpt":0.3432435163181611,"spread":0.3235834484418228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007469708,0.0002166964,0.0008386357,0.0001693996,0.00007715279,0.00002117653,0.0001012799,0.00009358389,0.001634689],"category_scores_gemma":[0.00005213899,0.00017728,0.000197959,0.001223192,0.0003989608,0.0001056574,0.00004640258,0.0001150079,4.048597e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645209,"about_ca_system_score_gemma":0.001787052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3156005,"about_ca_topic_score_gemma":0.08366559,"domain_scores_codex":[0.9983394,0.00007270106,0.0003349713,0.000440286,0.0005145915,0.0002980171],"domain_scores_gemma":[0.9986017,0.00007272476,0.0002504596,0.0004303528,0.0003361043,0.000308678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005563241,0.00003080824,0.9795843,0.00008339086,0.00460191,0.00009612187,0.0007667629,0.00131694,0.00006336901,0.0001004046,0.00063235,0.01216737],"study_design_scores_gemma":[0.00185317,0.0002594182,0.9781714,0.00009642376,0.005050732,0.000001340997,0.0009810934,0.0007273712,0.01153955,0.00005289011,0.001129442,0.0001371469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872318,0.1028428,0.00001543618,0.0002602358,0.0001268081,0.0000921523,0.009217205,0.00001976242,0.0001937421],"genre_scores_gemma":[0.9789795,0.01983747,0.00009486936,0.00004965575,0.000135526,0.00003997773,0.0004438305,0.00001362406,0.0004055306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319349,"threshold_uncertainty_score":0.9992779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1962925388","doi":"10.1186/1741-7015-2-35","title":"Neoadjuvant or adjuvant therapy for resectable esophageal cancer: a systematic review and meta-analysis","year":2004,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; University of Toronto; London Health Sciences Centre","funders":"Cancer Care Ontario","keywords":"Medicine; Radiation therapy; Meta-analysis; Randomized controlled trial; Esophageal cancer; Neoadjuvant therapy; Esophagectomy; Internal medicine; Cochrane Library; Oncology; Adjuvant therapy; Relative risk; Surgery; Cancer; Confidence interval; Breast cancer","authors":[{"name":"Richard Malthaner","is_ca":true},{"name":"Rebecca Wong","is_ca":true},{"name":"R. Bryan Rumble","is_ca":true},{"name":"Lisa Zuraw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.248380032076475,"gpt":0.4770526812431028,"spread":0.2286726491666279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002033536,0.001098603,0.02269558,0.0007214189,0.0001630203,0.00003048073,0.0003809451,0.0002759787,0.002897373],"category_scores_gemma":[0.00105343,0.0004699317,0.00332529,0.001754171,0.0002211674,0.00006860084,0.00008283969,0.0005077767,0.00002557298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006633901,"about_ca_system_score_gemma":0.002489697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007630329,"about_ca_topic_score_gemma":0.0003918608,"domain_scores_codex":[0.9942124,0.0005264162,0.002073581,0.001235865,0.001137585,0.0008141879],"domain_scores_gemma":[0.9950287,0.001271313,0.0009675411,0.001553805,0.0003879302,0.0007907596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001496056,0.0001116238,0.000002257152,0.817721,0.1748783,0.000269567,0.00003414156,3.59741e-7,1.775939e-8,0.00003966507,0.001126287,0.005667146],"study_design_scores_gemma":[0.00264967,0.00195551,0.000001958889,0.1990071,0.7667462,0.0002461395,0.0000124572,0.000003286595,5.706197e-7,0.00002114682,0.0290834,0.0002725333],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.507706e-8,0.976689,0.0001525497,0.001200677,0.00006418939,0.02126509,0.0004812959,0.00007512299,0.00007203451],"genre_scores_gemma":[0.000006016325,0.9661326,0.0005688293,0.001206123,0.0002743576,0.01873212,0.0005862528,0.0001295651,0.0123641],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6187139,"threshold_uncertainty_score":0.9997752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205273215","doi":"10.1136/jitc-2021-003497","title":"Neoadjuvant programmed cell death 1 blockade combined with chemotherapy for resectable esophageal squamous cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Journal for ImmunoTherapy of Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; University of Manitoba","funders":"","keywords":"Blockade; Esophageal squamous cell carcinoma; Chemotherapy; Basal cell; Cell; Neoadjuvant therapy; Programmed cell death","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01985469544806639,"gpt":0.3174916672448145,"spread":0.2976369717967481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000508029,0.0003174876,0.0006796337,0.000221504,0.0006291719,0.00005201813,0.000302927,0.00006666492,0.000774949],"category_scores_gemma":[0.00000936604,0.000235954,0.0004330094,0.000275249,0.00008075519,0.00009245326,0.00002851586,0.0004838378,6.551666e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008126477,"about_ca_system_score_gemma":0.001249584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004070332,"about_ca_topic_score_gemma":0.00003657155,"domain_scores_codex":[0.9974561,0.00007055938,0.0005216958,0.0003416368,0.0008242794,0.0007857308],"domain_scores_gemma":[0.9983577,0.0001580207,0.0004365864,0.000358714,0.0004281449,0.0002608996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.5162463,0.01327019,0.1609335,0.002959342,0.002757654,0.0007616606,0.005847645,0.001921268,0.1393543,0.000227415,0.02474054,0.1309802],"study_design_scores_gemma":[0.1742921,0.1159282,0.0173591,0.0001137338,0.0005191364,0.0004166157,0.0008661304,0.0009697431,0.5980983,0.0007766407,0.08997574,0.0006844406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9244317,0.0666513,0.0005981296,0.002535029,0.0004120703,0.004793223,0.0002576097,0.00004232058,0.0002786653],"genre_scores_gemma":[0.983456,0.0007211199,0.00387969,0.000536663,0.0003158492,0.002503397,0.00004741898,0.0001388924,0.008400979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.458744,"threshold_uncertainty_score":0.9621924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014656523","doi":"10.1038/ng.2796","title":"A genome-wide association study identifies new susceptibility loci for esophageal adenocarcinoma and Barrett's esophagus","year":2013,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Ontario Institute for Cancer Research","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Human Genome Research Institute; Cancer Research UK; National Cancer Institute; National Institute for Health and Care Research; Wellcome Trust","keywords":"Esophagus; Adenocarcinoma; Biology; Barrett's esophagus; Esophageal cancer; Dysplasia; Cancer research; Internal medicine; Gastroenterology; Cancer; Medicine; Genetics; Anatomy","authors":[{"name":"David Levine","is_ca":false},{"name":"Weronica E. Ek","is_ca":false},{"name":"Rui Zhang","is_ca":false},{"name":"Xinxue Liu","is_ca":false},{"name":"Lynn Onstad","is_ca":false},{"name":"Cassandra L. Sather","is_ca":false},{"name":"Pierre Lao‐Sirieix","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Nicholas J. Shaheen","is_ca":false},{"name":"Nigel C. Bird","is_ca":false},{"name":"Laura J. Hardie","is_ca":false},{"name":"Liam Murray","is_ca":false},{"name":"Brian J. Reid","is_ca":false},{"name":"Wong‐Ho Chow","is_ca":false},{"name":"Harvey A. Risch","is_ca":false},{"name":"Olof Nyrén","is_ca":false},{"name":"Weimin Ye","is_ca":false},{"name":"Geoffrey Liu","is_ca":true},{"name":"Yvonne Romero","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Anna H. Wu","is_ca":false},{"name":"Alan G. Casson","is_ca":true},{"name":"Stephen J. Chanock","is_ca":false},{"name":"Patricia Harrington","is_ca":false},{"name":"Isabel Caldas","is_ca":false},{"name":"Irene Debiram–Beecham","is_ca":false},{"name":"Carlos Caldas","is_ca":false},{"name":"Nicholas K. Hayward","is_ca":false},{"name":"Paul D.P. Pharoah","is_ca":false},{"name":"Rebecca C. Fitzgerald","is_ca":false},{"name":"Stuart MacGregor","is_ca":false},{"name":"David C. Whiteman","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01488421019626395,"gpt":0.3029453919932008,"spread":0.2880611817969368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003250161,0.0002453885,0.0003788063,0.0001074975,0.0001509569,0.0001181695,0.0001343388,0.0003265659,0.0002156677],"category_scores_gemma":[0.0004868541,0.0002094028,0.0001162418,0.0001886532,0.0000448527,0.00009271453,0.00009436096,0.0005171556,0.00004791436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610647,"about_ca_system_score_gemma":0.0002476372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002742887,"about_ca_topic_score_gemma":0.0003192048,"domain_scores_codex":[0.9979588,0.00007212754,0.0003019885,0.0005426917,0.0006255758,0.0004987674],"domain_scores_gemma":[0.9983539,0.0002522224,0.0001085748,0.0004244978,0.0004175877,0.0004432111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001426017,0.0002611452,0.9908972,0.0001104496,0.0002740174,0.00004429592,0.0006542164,0.000001766542,0.0000581761,0.000003654392,0.005429974,0.00212245],"study_design_scores_gemma":[0.003780281,0.001802609,0.9909911,0.000008520152,0.0002494154,0.000005637753,0.0002990198,0.00004257904,0.001475615,0.001079773,0.0001282289,0.0001372356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529829,0.1415069,0.00004968754,0.001961528,0.0001598354,0.003223154,0.00002911005,0.00005165466,0.00003520013],"genre_scores_gemma":[0.9919046,0.0001713892,0.001056038,0.0005882854,0.0005927542,0.000186759,0.00008018571,0.00003773516,0.005382244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1413355,"threshold_uncertainty_score":0.8539199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253667253","doi":"10.1016/s0002-9610(02)00795-x","title":"A meta-analysis of randomized controlled trials that compared neoadjuvant chemotherapy and surgery to surgery alone for resectable esophageal cancer","year":2002,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph's Hospital; McMaster University","funders":"","keywords":"Medicine; Esophageal cancer; Randomized controlled trial; Meta-analysis; Chemotherapy; Neoadjuvant therapy; Surgery; Esophagectomy; Cancer surgery; Oncology; Cancer; Internal medicine; Breast cancer","authors":[{"name":"John D. Urschel","is_ca":true},{"name":"Hari Vasan","is_ca":true},{"name":"Chris J. Blewett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.35061361607134,"gpt":0.4435622385709086,"spread":0.09294862249956864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.04282989,0.0008979302,0.09432106,0.003672696,0.0001303991,0.00009084384,0.0002924032,0.000120381,0.00117078],"category_scores_gemma":[0.006759536,0.0004004748,0.04279075,0.00249974,0.0006697417,0.0001052144,0.00004932955,0.0005263864,0.000002269352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027969,"about_ca_system_score_gemma":0.001925398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007150513,"about_ca_topic_score_gemma":0.00001542492,"domain_scores_codex":[0.9837834,0.006771723,0.006462961,0.0005144786,0.001665965,0.0008014778],"domain_scores_gemma":[0.8604379,0.1258645,0.01149175,0.0007031966,0.0008734172,0.000629264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1507913,0.0002678986,0.0002778822,0.001742518,0.611728,0.0002280975,0.00009384514,0.00001435672,7.523169e-7,0.000001190274,0.00667756,0.2281766],"study_design_scores_gemma":[0.03996697,0.0002356543,0.0001320882,0.002983982,0.9416543,0.0002265432,0.00006593394,0.0000399444,0.00002928666,0.00001818662,0.01423936,0.0004077646],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002642518,0.9899094,0.0001060824,0.00236851,0.0002276178,0.004362362,0.0003619672,0.0000136724,0.000007936981],"genre_scores_gemma":[0.01294291,0.9836212,0.0001571785,0.0005810333,0.0004487947,0.001666639,0.00005586966,0.0001088564,0.000417515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3299264,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071289608","doi":"10.1016/j.ijrobp.2013.07.029","title":"Predicting Esophagitis After Chemoradiation Therapy for Non-Small Cell Lung Cancer: An Individual Patient Data Meta-Analysis","year":2013,"lang":"en","type":"review","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Cancer Care Ontario","funders":"Canadian Institutes of Health Research; National Cancer Institute; Ontario Institute for Cancer Research; National Institutes of Health; Sanofi; Eli Lilly and Company","keywords":"Medicine; Internal medicine; Radiation therapy; Esophagitis; Concordance; Logistic regression; Chemoradiotherapy; Lung cancer; Oncology; Meta-analysis; Recursive partitioning; Disease; Reflux","authors":[{"name":"David A. Palma","is_ca":true},{"name":"Suresh Senan","is_ca":false},{"name":"Cary Oberije","is_ca":false},{"name":"J. Belderbos","is_ca":false},{"name":"Jeffrey D. Bradley","is_ca":false},{"name":"R. Bryan Barriger","is_ca":false},{"name":"Marta Moreno","is_ca":false},{"name":"Tae Hyun Kim","is_ca":false},{"name":"Sara Ramella","is_ca":false},{"name":"Sarah Everitt","is_ca":false},{"name":"Ramesh Rengan","is_ca":false},{"name":"Lawrence B. Marks","is_ca":false},{"name":"Kim De Ruyck","is_ca":false},{"name":"Andrew Warner","is_ca":true},{"name":"George Rodrigues","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1189684439666045,"gpt":0.4296140331752364,"spread":0.3106455892086318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009432753,0.0005822898,0.003183715,0.0006155534,0.0001040017,0.000124032,0.001125448,0.0005196712,0.0003886729],"category_scores_gemma":[0.0001498154,0.0004197256,0.002102694,0.0004352164,0.0001088131,0.0005671357,0.0001961554,0.000821683,0.00001222709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305025,"about_ca_system_score_gemma":0.002568374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001514801,"about_ca_topic_score_gemma":0.00003117277,"domain_scores_codex":[0.995987,0.0004877457,0.001679873,0.0007267379,0.0006714254,0.0004472143],"domain_scores_gemma":[0.9937024,0.0007186412,0.003201891,0.0006459831,0.001363185,0.0003678645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002398642,0.0007990235,0.01445941,0.0004421166,0.1549684,0.00006573267,0.0002751712,0.00009261549,0.000001409797,0.00002563937,0.000915021,0.8277156],"study_design_scores_gemma":[0.01292651,0.007877571,0.002436659,0.0006299681,0.5453258,0.0002130226,0.00007956919,0.007782412,0.0001964589,0.0005205964,0.4209621,0.001049383],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001931444,0.9875511,0.001973559,0.0004185436,0.0009981352,0.002323135,0.004739385,0.00002830937,0.00003639776],"genre_scores_gemma":[0.01512362,0.9671262,0.004463424,0.0005286867,0.003660558,0.001232057,0.007710947,0.00009622308,0.00005827086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8266662,"threshold_uncertainty_score":0.9998255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043725812","doi":"10.1159/000064206","title":"Pyloric Drainage (Pyloroplasty) or No Drainage in Gastric Reconstruction after Esophagectomy: A Meta-Analysis of Randomized Controlled Trials","year":2002,"lang":"en","type":"review","venue":"Digestive Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pyloroplasty; Pyloromyotomy; Gastric emptying; Jadad scale; Esophagectomy; Randomized controlled trial; Surgery; Anastomosis; Pylorus; Internal medicine; Meta-analysis; Gastroenterology; Esophageal cancer; Stomach; Cancer; Cochrane Library","authors":[{"name":"John D. Urschel","is_ca":true},{"name":"Chris J. Blewett","is_ca":true},{"name":"J. E. M. Young","is_ca":true},{"name":"John D. Miller","is_ca":true},{"name":"William F. Bennett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.163421402704555,"gpt":0.3868945589653993,"spread":0.2234731562608443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow","metaepi_broad"],"category_scores_codex":[0.01404928,0.001291499,0.06937819,0.00813741,0.00006354667,0.00007558451,0.0001792695,0.0005054245,0.008155295],"category_scores_gemma":[0.03218924,0.0006633179,0.03460819,0.005870603,0.0004110502,0.000184538,0.00008202038,0.0008273836,0.0001299789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008001828,"about_ca_system_score_gemma":0.001259853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001676537,"about_ca_topic_score_gemma":0.00002576896,"domain_scores_codex":[0.9816177,0.009118387,0.005987587,0.001183979,0.001196529,0.0008958239],"domain_scores_gemma":[0.9490742,0.0453564,0.003657684,0.0008768239,0.000616206,0.0004187048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1442804,0.0007698127,0.0002574654,0.007471358,0.6570122,0.005781197,0.00008336574,0.000003723165,7.923176e-8,0.00002567371,0.0001649625,0.1841497],"study_design_scores_gemma":[0.1006182,0.0002789134,0.0001574811,0.00268391,0.8905819,0.0001344952,0.00001724256,0.00005241337,0.000001326407,0.00002284054,0.004956922,0.0004943569],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000636237,0.9861842,0.00004592661,0.00004055903,0.000358776,0.01029485,0.0005772508,0.0000580958,0.002376731],"genre_scores_gemma":[0.006877404,0.9742036,0.0001592104,0.00003673809,0.0002366351,0.0128339,0.0004124582,0.0001111951,0.005128829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2335697,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978217612","doi":"10.1111/j.1442-2050.2006.00602.x","title":"Obesity and lifestyle risk factors for gastroesophageal reflux disease, Barrett esophagus and esophageal adenocarcinoma","year":2006,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Research Nova Scotia; Nova Scotia Health Research Foundation; National Cancer Institute; Health Research Board","keywords":"Medicine; GERD; Gastroenterology; Internal medicine; Esophagus; Barrett's esophagus; Adenocarcinoma; Risk factor; Odds ratio; Obesity; Incidence (geometry); Reflux; Body mass index; Disease; Cancer","authors":[{"name":"Paul J. Veugelers","is_ca":true},{"name":"Geoffrey A. Porter","is_ca":true},{"name":"D.L. Guernsey","is_ca":true},{"name":"Alan G. Casson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009074177799222748,"gpt":0.2591579052881269,"spread":0.2500837274889041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001959713,0.0005182145,0.0007207855,0.0001710461,0.0005123641,0.00007162418,0.000296279,0.0001154339,0.00005916615],"category_scores_gemma":[0.0004547315,0.000361249,0.0004703168,0.0002666856,0.0006457045,0.0001982198,0.0002769706,0.0002829462,0.000004910487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520774,"about_ca_system_score_gemma":0.0002995676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000546085,"about_ca_topic_score_gemma":0.00002679127,"domain_scores_codex":[0.9970486,0.0001744907,0.0005189885,0.0007869762,0.000721256,0.0007497477],"domain_scores_gemma":[0.997279,0.0004451303,0.0002888483,0.0008174399,0.0001912549,0.0009782953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001306434,0.0006302696,0.9951532,0.0004558689,0.0002124,0.00019079,0.00005727383,0.00002420965,0.000002157255,0.000583906,0.000978661,0.0004048126],"study_design_scores_gemma":[0.004205178,0.0007427335,0.9888377,0.00009389814,0.001168587,0.00002691572,0.00004630075,0.0002672952,0.001902567,0.002499495,0.000002549601,0.0002067339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5163638,0.4802648,0.00002723891,0.0002317916,0.0001163139,0.001301078,0.001621636,0.00006686782,0.000006417396],"genre_scores_gemma":[0.9977232,0.0002400834,0.0003185832,0.0001108547,0.0004351595,0.0001753458,0.00020407,0.00007458698,0.0007180799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4813594,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060066452","doi":"10.1093/jnci/dju252","title":"Obesity and Risk of Esophageal Adenocarcinoma and Barrett’s Esophagus: A Mendelian Randomization Study","year":2014,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Princess Margaret Cancer Centre; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; U.S. Public Health Service","keywords":"Mendelian randomization; Medicine; Confounding; Body mass index; Odds ratio; Internal medicine; Barrett's esophagus; Confidence interval; Obesity; Population; Propensity score matching; Adenocarcinoma; Cancer; Genetics; Biology; Genetic variants; Genotype; Environmental health","authors":[{"name":"Aaron P. Thrift","is_ca":false},{"name":"Nicholas J. Shaheen","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Brian J. Reid","is_ca":false},{"name":"Lynn Onstad","is_ca":true},{"name":"Harvey A. Risch","is_ca":false},{"name":"Geoffrey Liu","is_ca":false},{"name":"Nigel C. Bird","is_ca":false},{"name":"Anna H. Wu","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Yvonne Romero","is_ca":false},{"name":"Stephen J. Chanock","is_ca":true},{"name":"Wong‐Ho Chow","is_ca":false},{"name":"Alan G. Casson","is_ca":false},{"name":"David Levine","is_ca":false},{"name":"Rui Zhang","is_ca":false},{"name":"Weronica E. Ek","is_ca":false},{"name":"Stuart MacGregor","is_ca":false},{"name":"Weimin Ye","is_ca":false},{"name":"Laura J. Hardie","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false},{"name":"David C. Whiteman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0274459352669462,"gpt":0.325468880984811,"spread":0.2980229457178648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007367,0.0001214909,0.0003539857,0.0001584436,0.000156301,0.00002101678,0.0001128555,0.00004287482,0.00002557787],"category_scores_gemma":[0.0005685952,0.00007375196,0.00009773282,0.0001907571,0.0001578286,0.0002102139,0.00005938543,0.0002612239,5.634256e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002215466,"about_ca_system_score_gemma":0.0004254147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002727085,"about_ca_topic_score_gemma":0.0001883831,"domain_scores_codex":[0.9982395,0.0001789736,0.0003990036,0.0001413755,0.00091738,0.0001237923],"domain_scores_gemma":[0.9985982,0.0001116182,0.0004040983,0.00009737186,0.000629419,0.0001592849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001607306,0.0002279518,0.9939549,0.00005715164,0.0004890764,0.00001716046,0.0003891803,0.0003374056,0.00002756314,0.0002797679,0.0003166602,0.002295907],"study_design_scores_gemma":[0.01439749,0.0007199505,0.9816306,0.00009780151,0.0004488167,0.0001421478,0.00004657186,0.0004993408,0.001108324,0.0007781406,0.00007496827,0.00005584247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975208,0.02284359,0.0001500609,0.0007901085,0.0003542165,0.0005181502,0.0000391033,0.000004537751,0.00009220875],"genre_scores_gemma":[0.9982018,0.0007979405,0.000271457,0.0001446519,0.0004732991,0.00001409581,0.000001664246,0.00000849725,0.00008655833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299381,"threshold_uncertainty_score":0.3007517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079427341","doi":"10.1002/path.4467","title":"Cancer‐associated fibroblasts predict poor outcome and promote periostin‐dependent invasion in oesophageal adenocarcinoma","year":2014,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"Medical Research Council; Imperial Experimental Cancer Medicine Centre; University of Southampton; Cancer Research UK; University Hospital Southampton NHS Foundation Trust","keywords":"Periostin; Cancer; Adenocarcinoma; Medicine; Cancer research; Oncology; Internal medicine; Cancer-Associated Fibroblasts; Biology; Pathology; Cancer cell; Genetics; Extracellular matrix","authors":[{"name":"Tim Underwood","is_ca":false},{"name":"Annette Hayden","is_ca":false},{"name":"Mathieu Derouet","is_ca":true},{"name":"Edwin Garcia","is_ca":false},{"name":"Fergus Noble","is_ca":false},{"name":"Michael J. White","is_ca":false},{"name":"Steve Thirdborough","is_ca":false},{"name":"Abbie Mead","is_ca":false},{"name":"Nicholas J. Clemons","is_ca":false},{"name":"Massimiliano Mellone","is_ca":false},{"name":"Chudy Uzoho","is_ca":false},{"name":"Jeremy P. Blaydes","is_ca":false},{"name":"Gareth J. Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02477981135227772,"gpt":0.3120261951483956,"spread":0.2872463837961179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427511,0.0001402702,0.0004424154,0.0001617407,0.0000696848,0.000009916967,0.0001383948,0.00009606931,0.00006147227],"category_scores_gemma":[0.0004765482,0.00008141655,0.00006508427,0.0001194272,0.0001292817,0.00006552871,0.00008576971,0.0005239013,0.000005681064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194141,"about_ca_system_score_gemma":0.0001567315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001369364,"about_ca_topic_score_gemma":0.0003080746,"domain_scores_codex":[0.998287,0.0004466993,0.0004525124,0.0001390538,0.000353911,0.0003208508],"domain_scores_gemma":[0.999083,0.0001824751,0.000265876,0.0001578598,0.0001209639,0.0001898465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095114,0.000198379,0.9851372,0.00006949545,0.00008139659,0.002906208,0.0008056432,0.00002742498,0.004243068,0.00001608728,0.0001272625,0.005292739],"study_design_scores_gemma":[0.004638531,0.003995671,0.9854133,0.00017179,0.0001293869,0.00314551,0.0000732689,0.0001627121,0.002010874,0.0001839782,0.00001714752,0.00005788244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897028,0.006877737,0.00002706165,0.002876775,0.0001163393,0.0002998151,0.00000998977,0.000008683211,0.00008077974],"genre_scores_gemma":[0.9987016,0.0004712634,0.0001009721,0.0003147523,0.0001641048,0.000008205209,0.000002816446,0.0000163788,0.000219858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00899883,"threshold_uncertainty_score":0.3320071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2413013962","doi":"10.1016/s1470-2045(16)30240-6","title":"Genome-wide association studies in oesophageal adenocarcinoma and Barrett's oesophagus: a large-scale meta-analysis","year":2016,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research; McMaster University; University of British Columbia","funders":"H2020 European Research Council; National Center for Advancing Translational Sciences; Johns Hopkins University; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute for Health and Care Research; National Institute of Neurological Disorders and Stroke; Medical Research Council; University of Texas MD Anderson Cancer Center; National Cancer Institute; Academy of Medical Sciences; Cancer Research UK; Francis Crick Institute; European Commission","keywords":"Adenocarcinoma; Genome-wide association study; Barrett's oesophagus; Single-nucleotide polymorphism; Genetic association; SNP; Biology; Internal medicine; Medicine; Genetics; Cancer; Gene; Genotype","authors":[{"name":"Puya Gharahkhani","is_ca":false},{"name":"Rebecca C. Fitzgerald","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false},{"name":"Claire Palles","is_ca":false},{"name":"Ines Gockel","is_ca":false},{"name":"Ian Tomlinson","is_ca":false},{"name":"Matthew F. Buas","is_ca":false},{"name":"Andrea May","is_ca":false},{"name":"Christian Gerges","is_ca":false},{"name":"Mario Anders","is_ca":false},{"name":"Jessica Becker","is_ca":false},{"name":"Nicole Kreuser","is_ca":false},{"name":"Tania Noder","is_ca":false},{"name":"Marino Venerito","is_ca":false},{"name":"Lothar Veits","is_ca":false},{"name":"Thomas Schmidt","is_ca":false},{"name":"Hendrik Manner","is_ca":false},{"name":"Claudia Schmidt","is_ca":false},{"name":"Timo Hess","is_ca":false},{"name":"Anne C. Böhmer","is_ca":false},{"name":"Jakob R. Izbicki","is_ca":false},{"name":"Arnulf H. Hölscher","is_ca":false},{"name":"Hauke Lang","is_ca":false},{"name":"Dietmar Lorenz","is_ca":false},{"name":"Brigitte Schumacher","is_ca":false},{"name":"Andreas Hackelsberger","is_ca":false},{"name":"Rupert Mayershofer","is_ca":false},{"name":"Oliver Pech","is_ca":false},{"name":"Yogesh K. Vashist","is_ca":false},{"name":"Katja Ott","is_ca":false},{"name":"Michael Vieth","is_ca":false},{"name":"Josef Weismüller","is_ca":false},{"name":"Markus M. Nöthen","is_ca":false},{"name":"Stephen E. Attwood","is_ca":false},{"name":"Hugh Barr","is_ca":false},{"name":"Laura Chegwidden","is_ca":false},{"name":"John de Caestecker","is_ca":false},{"name":"Rebecca Harrison","is_ca":false},{"name":"Sharon Love","is_ca":false},{"name":"David MacDonald","is_ca":true},{"name":"Paul Moayyedi","is_ca":true},{"name":"Hans Prenen","is_ca":false},{"name":"R. G. P. Watson","is_ca":false},{"name":"Prasad G. Iyer","is_ca":false},{"name":"Lesley Anderson","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Wong‐Ho Chow","is_ca":false},{"name":"Laura J. Hardie","is_ca":false},{"name":"Jesper Lagergren","is_ca":false},{"name":"Geoffrey Liu","is_ca":true},{"name":"Harvey A. Risch","is_ca":false},{"name":"Anna H. Wu","is_ca":false},{"name":"Weimin Ye","is_ca":false},{"name":"Nigel C. Bird","is_ca":false},{"name":"Nicholas J. Shaheen","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Carlos Caldas","is_ca":false},{"name":"Susanne Moebus","is_ca":false},{"name":"Michael Knapp","is_ca":false},{"name":"Wilbert H.M. Peters","is_ca":false},{"name":"Horst Neuhaus","is_ca":false},{"name":"Thomas Rösch","is_ca":false},{"name":"Christian Ell","is_ca":false},{"name":"Stuart MacGregor","is_ca":false},{"name":"Paul D.P. Pharoah","is_ca":false},{"name":"David C. Whiteman","is_ca":false},{"name":"Janusz Jankowski","is_ca":false},{"name":"Johannes Schumacher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2110943364448293,"gpt":0.4567632876625054,"spread":0.2456689512176761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003195918,0.0005371392,0.008406692,0.0004971258,0.0001409193,0.00002634454,0.0003434468,0.0004443666,0.0005074912],"category_scores_gemma":[0.0008382277,0.0002556015,0.00157186,0.0008462105,0.0002019698,0.0000643887,0.000303402,0.0008482023,0.0001684507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002578062,"about_ca_system_score_gemma":0.0005564277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004090523,"about_ca_topic_score_gemma":0.0005874024,"domain_scores_codex":[0.9951944,0.001750663,0.0008253451,0.0007434363,0.0005306851,0.0009554432],"domain_scores_gemma":[0.9939545,0.004269783,0.000603534,0.0008036569,0.0001592622,0.0002092965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000511124,0.0006927249,0.09113836,0.0138016,0.8018354,0.00462612,0.002379351,0.000001424158,1.002127e-7,0.0001753643,0.008187576,0.07665084],"study_design_scores_gemma":[0.003303546,0.0008973159,0.02035294,0.0003562231,0.3948418,0.00009324156,0.0001472725,0.000002149119,6.332702e-7,0.0003339054,0.57937,0.0003009115],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007574976,0.9910821,0.000007480935,0.006301718,0.0001049181,0.001623009,0.0003247396,0.00004400439,0.0004362845],"genre_scores_gemma":[0.002193432,0.9911253,0.0001377962,0.001169936,0.0007479546,0.001237859,0.0001282682,0.00004777774,0.003211648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5711824,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994654968","doi":"10.1007/s13402-019-00488-2","title":"Esophageal carcinoma: Towards targeted therapies","year":2019,"lang":"en","type":"review","venue":"Cellular Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Medicine; Targeted therapy; Pembrolizumab; Ramucirumab; Oncology; Trastuzumab; Esophageal cancer; Internal medicine; Cancer; Immunotherapy; Breast cancer","authors":[{"name":"Ali Fatehi Hassanabad","is_ca":true},{"name":"Rania Chehade","is_ca":true},{"name":"Daniel Breadner","is_ca":true},{"name":"Jacques Raphael","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08796592789715886,"gpt":0.3949926875026253,"spread":0.3070267596054665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003236105,0.0006050625,0.00335416,0.0003438917,0.00008200101,0.00002227194,0.000320311,0.000806088,0.001821],"category_scores_gemma":[0.00005275408,0.0004217666,0.0009936329,0.0003391265,0.0001885115,0.0000324886,0.0001697956,0.0009889927,0.002295234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479784,"about_ca_system_score_gemma":0.004531097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001066213,"about_ca_topic_score_gemma":0.000006789323,"domain_scores_codex":[0.9970315,0.0004243299,0.0006034926,0.0007432365,0.0004378055,0.0007596815],"domain_scores_gemma":[0.9982063,0.0001755253,0.0002639668,0.0008410785,0.0001115114,0.0004016754],"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":[0.00007960849,0.0003337102,0.0000589473,0.01531084,0.0008791555,0.005866885,0.00009709506,4.070057e-8,0.000002412221,0.0001359721,0.002413562,0.9748217],"study_design_scores_gemma":[0.001716936,0.002628849,0.0000480602,0.0009968301,0.002101386,0.0003835337,0.00002066919,0.000002613926,0.00004666285,0.0000268221,0.9917683,0.0002593264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003481585,0.9870655,0.00001395675,0.0001821218,0.0007132728,0.002414535,0.00007384878,0.00008891983,0.009413005],"genre_scores_gemma":[0.001312771,0.9853735,0.0003444392,0.0001485481,0.0007611453,0.0004070236,0.001059219,0.0001269569,0.01046638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893547,"threshold_uncertainty_score":0.9998234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964088187","doi":"10.1002/(sici)1097-0142(20000301)88:5<988::aid-cncr7>3.0.co;2-u","title":"A Phase I/II study of external beam radiation, brachytherapy, and concurrent chemotherapy for patients with localized carcinoma of the esophagus (Radiation Therapy Oncology Group Study 9207)","year":2000,"lang":"en","type":"article","venue":"Cancer","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":179,"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":"Medicine; Brachytherapy; Esophagus; Regimen; Radiation therapy; Chemotherapy; External beam radiotherapy; Adenocarcinoma; Carcinoma; Surgery; Nuclear medicine; Internal medicine; Cancer","authors":[{"name":"Laurie E. Gaspar","is_ca":false},{"name":"Kathryn Winter","is_ca":false},{"name":"Walter Kocha","is_ca":true},{"name":"Lawrence R. Coia","is_ca":false},{"name":"Arnold Herskovic","is_ca":false},{"name":"Mary Graham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01988651947007077,"gpt":0.3529102374482183,"spread":0.3330237179781476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360937,0.0001726609,0.0004406344,0.00006129016,0.0001127815,0.000006957972,0.00009517112,0.00004249616,0.0002834033],"category_scores_gemma":[0.000007447045,0.000103191,0.00006285756,0.0001865419,0.000106256,0.00006112629,0.00001115704,0.00009548846,2.313057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993442,"about_ca_system_score_gemma":0.0002219754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005850242,"about_ca_topic_score_gemma":0.0001289382,"domain_scores_codex":[0.9987043,0.0001032027,0.0003199365,0.0002837535,0.0003876448,0.0002012097],"domain_scores_gemma":[0.9991888,0.00006548194,0.00020259,0.0002600637,0.0001797382,0.0001032691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007351396,0.01298601,0.5873369,0.00002350567,0.0002656294,0.000002731007,0.003797346,0.00000762662,0.00004563418,0.000002696514,0.00005454871,0.388126],"study_design_scores_gemma":[0.1326985,0.08976449,0.7740886,0.00003263364,0.0001334333,0.00000155351,0.0002829799,0.00008056809,0.002426682,0.00001145805,0.0003946807,0.00008446017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599665,0.03428971,0.00001699761,0.0001017598,0.00008122731,0.005464198,0.00006469845,0.000008798342,0.000006102588],"genre_scores_gemma":[0.9973159,0.001308835,0.0000199002,0.0001778777,0.0001007168,0.0009622279,0.00001586272,0.00002572098,0.00007295035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880415,"threshold_uncertainty_score":0.4208007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2139507633","doi":"10.2967/jnumed.110.085803","title":"<sup>18</sup>F-FDG PET–Guided Salvage Neoadjuvant Radiochemotherapy of Adenocarcinoma of the Esophagogastric Junction: The MUNICON II Trial","year":2011,"lang":"en","type":"article","venue":"Journal of Nuclear Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Hazard ratio; Chemotherapy; Internal medicine; Confidence interval; Esophagogastric junction; Adenocarcinoma; Prospective cohort study; Gastroenterology; Neoadjuvant therapy; Standardized uptake value; Oncology; Positron emission tomography; Cancer; Nuclear medicine","authors":[{"name":"Christian Meyer zum Büschenfelde","is_ca":false},{"name":"Ken Herrmann","is_ca":false},{"name":"Tibor Schuster","is_ca":false},{"name":"Hans Geinitz","is_ca":true},{"name":"Rupert Langer","is_ca":true},{"name":"K. Becker","is_ca":true},{"name":"Katja Ott","is_ca":false},{"name":"Matthias P. Ebert","is_ca":false},{"name":"Frank Zimmermann","is_ca":true},{"name":"Helmut Frieß","is_ca":false},{"name":"Markus Schwaiger","is_ca":false},{"name":"Christian Peschel","is_ca":false},{"name":"Florian Lordick","is_ca":false},{"name":"Bernd J. Krause","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07080408294033876,"gpt":0.3112602805346803,"spread":0.2404561975943416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001133682,0.0002234311,0.0008221329,0.0002448785,0.0001535036,0.000004745086,0.0005077379,0.00007521223,0.002593611],"category_scores_gemma":[0.000409083,0.0001021825,0.0004185585,0.0004841227,0.0005840821,0.00009273913,0.00009188618,0.0006333269,0.000005955948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000159229,"about_ca_system_score_gemma":0.0003593882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002244015,"about_ca_topic_score_gemma":0.00000244123,"domain_scores_codex":[0.9970551,0.0002445648,0.001033854,0.0001700223,0.00120145,0.000295023],"domain_scores_gemma":[0.997604,0.0001521208,0.0008738117,0.0006664579,0.000448925,0.0002546474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.375917,0.01073786,0.05842969,0.001245069,0.009248085,0.005167475,0.06457204,0.0000979443,0.02471304,0.004060786,0.3836231,0.06218785],"study_design_scores_gemma":[0.3915543,0.1195208,0.4159691,0.003235267,0.003828139,0.01179725,0.01065767,0.0007688405,0.01838782,0.001018924,0.02280054,0.0004614272],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735811,0.0140433,0.00001050452,0.008359178,0.0005012515,0.0008710686,0.000004513631,0.00001194732,0.002617185],"genre_scores_gemma":[0.9961716,0.001064638,0.000253285,0.0008207869,0.001169317,0.000004049368,0.000001309176,0.00004145721,0.0004735805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3608226,"threshold_uncertainty_score":0.9983181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135176038","doi":"10.1038/ng.2408","title":"Common variants at the MHC locus and at chromosome 16q24.1 predispose to Barrett's esophagus","year":2012,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Princess Margaret Cancer Centre; University of Toronto; McMaster University Medical Centre; University Health Network","funders":"National Cancer Institute; National Institute for Health and Care Research; Cancer Research UK; Wellcome Trust","keywords":"Biology; Locus (genetics); Genetics; Barrett's esophagus; Esophagus; Major histocompatibility complex; Gene; Anatomy","authors":[{"name":"Zhan Su","is_ca":false},{"name":"Laura J. Gay","is_ca":false},{"name":"Amy Strange","is_ca":false},{"name":"Claire Palles","is_ca":false},{"name":"Gavin Band","is_ca":false},{"name":"David C. Whiteman","is_ca":false},{"name":"Francesco Lescai","is_ca":false},{"name":"Cordelia Langford","is_ca":false},{"name":"Manoj Nanji","is_ca":false},{"name":"Sarah Edkins","is_ca":false},{"name":"Anouk van der Winkel","is_ca":false},{"name":"David Levine","is_ca":false},{"name":"Peter Sasieni","is_ca":false},{"name":"Céline Bellenguez","is_ca":false},{"name":"Kimberley Howarth","is_ca":false},{"name":"Colin Freeman","is_ca":false},{"name":"Nigel Trudgill","is_ca":false},{"name":"Art Tucker","is_ca":false},{"name":"Matti Pirinen","is_ca":false},{"name":"Maikel P. Peppelenbosch","is_ca":false},{"name":"Luc J. W. van der Laan","is_ca":false},{"name":"Ernst J. Kuipers","is_ca":false},{"name":"Joost P.H. Drenth","is_ca":false},{"name":"Wilbert H.M. Peters","is_ca":false},{"name":"John V. Reynolds","is_ca":false},{"name":"Dermot Kelleher","is_ca":false},{"name":"Ross McManus","is_ca":false},{"name":"Heike I. Grabsch","is_ca":false},{"name":"Hans Prenen","is_ca":false},{"name":"Raf Bisschops","is_ca":false},{"name":"Kausila Krishnadath","is_ca":false},{"name":"Peter D. Siersema","is_ca":false},{"name":"Jantine W.P.M. van Baal","is_ca":false},{"name":"Mark R. Middleton","is_ca":false},{"name":"Russell Petty","is_ca":false},{"name":"Richard Gillies","is_ca":false},{"name":"Nicola Burch","is_ca":false},{"name":"Pradeep Bhandari","is_ca":false},{"name":"Stuart Paterson","is_ca":false},{"name":"Cathryn Edwards","is_ca":false},{"name":"Ian Penman","is_ca":false},{"name":"Kishor Vaidya","is_ca":false},{"name":"Yeng Ang","is_ca":false},{"name":"Iain Murray","is_ca":false},{"name":"Praful Patel","is_ca":false},{"name":"Weimin Ye","is_ca":false},{"name":"Paul D. Mullins","is_ca":false},{"name":"Anna H. Wu","is_ca":false},{"name":"Nigel C. Bird","is_ca":false},{"name":"Helen Dallal","is_ca":false},{"name":"Nicholas J. Shaheen","is_ca":false},{"name":"Liam Murray","is_ca":false},{"name":"Konrad Koss","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Yvonne Romero","is_ca":false},{"name":"Laura J. Hardie","is_ca":false},{"name":"Rui Zhang","is_ca":false},{"name":"Helen Winter","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Simon Panter","is_ca":false},{"name":"Harvey A. Risch","is_ca":false},{"name":"Brian J. Reid","is_ca":false},{"name":"Ian Sargeant","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Howard Smart","is_ca":false},{"name":"Anjan Dhar","is_ca":false},{"name":"Hugh McMurtry","is_ca":false},{"name":"Haythem Ali","is_ca":false},{"name":"Geoffrey Liu","is_ca":true},{"name":"Alan G. Casson","is_ca":true},{"name":"Wong‐Ho Chow","is_ca":false},{"name":"Matt Rutter","is_ca":false},{"name":"Ashref Tawil","is_ca":false},{"name":"Danielle Morris","is_ca":false},{"name":"Chuka Nwokolo","is_ca":false},{"name":"Peter Isaacs","is_ca":false},{"name":"Colin Rodgers","is_ca":false},{"name":"Krish Ragunath","is_ca":false},{"name":"Chris MacDonald","is_ca":false},{"name":"Chris Haigh","is_ca":false},{"name":"David Gabriel Monk","is_ca":false},{"name":"Gareth Davies","is_ca":false},{"name":"Saj Wajed","is_ca":false},{"name":"David Johnston","is_ca":false},{"name":"Michael Gibbons","is_ca":false},{"name":"Sue Cullen","is_ca":false},{"name":"Nicholas Church","is_ca":false},{"name":"Ruth E. Langley","is_ca":false},{"name":"S M Griffin","is_ca":false},{"name":"Derek Alderson","is_ca":false},{"name":"Panos Deloukas","is_ca":false},{"name":"Sarah Hunt","is_ca":false},{"name":"Emma Gray","is_ca":false},{"name":"Serge Dronov","is_ca":false},{"name":"Simon Potter","is_ca":false},{"name":"Avazeh Tashakkori-Ghanbaria","is_ca":false},{"name":"Mark Anderson","is_ca":false},{"name":"Claire Brooks","is_ca":false},{"name":"Jenefer M. Blackwell","is_ca":false},{"name":"Elvira Bramon","is_ca":false},{"name":"Matthew A. Brown","is_ca":false},{"name":"Juan P. Casas","is_ca":false},{"name":"Aiden Corvin","is_ca":false},{"name":"Audrey Duncanson","is_ca":false},{"name":"Hugh S. Markus","is_ca":false},{"name":"Christopher G. Mathew","is_ca":false},{"name":"Robert Plomin","is_ca":false},{"name":"Anna Rautanen","is_ca":false},{"name":"Stephen Sawcer","is_ca":false},{"name":"Richard C. Trembath","is_ca":false},{"name":"Ananth C. Viswanathan","is_ca":false},{"name":"Nicholas Wood","is_ca":false},{"name":"Gosia Trynka","is_ca":false},{"name":"Cisca Wijmenga","is_ca":false},{"name":"Jean‐Baptiste Cazier","is_ca":false},{"name":"Paul Atherfold","is_ca":false},{"name":"Anna M. Nicholson","is_ca":false},{"name":"Nichola Gellatly","is_ca":false},{"name":"Deborah Glancy","is_ca":false},{"name":"Sheldon C. Cooper","is_ca":false},{"name":"David Cunningham","is_ca":false},{"name":"Tore Lind","is_ca":false},{"name":"Julie Hapeshi","is_ca":false},{"name":"David Ferry","is_ca":false},{"name":"B J Rathbone","is_ca":false},{"name":"Julia Brown","is_ca":false},{"name":"Sharon Love","is_ca":false},{"name":"Stephen Attwood","is_ca":false},{"name":"Stuart MacGregor","is_ca":false},{"name":"Peter J. Watson","is_ca":false},{"name":"S. Sanders","is_ca":false},{"name":"Weronica E. Ek","is_ca":false},{"name":"Rebecca Harrison","is_ca":false},{"name":"Paul Moayyedi","is_ca":true},{"name":"John de Caestecker","is_ca":false},{"name":"Hugh Barr","is_ca":false},{"name":"Elia Stupka","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false},{"name":"Leena Peltonen","is_ca":false},{"name":"Chris C. A. Spencer","is_ca":false},{"name":"Ian Tomlinson","is_ca":false},{"name":"Peter Donnelly","is_ca":false},{"name":"Janusz Jankowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01274103300418158,"gpt":0.3099454067774949,"spread":0.2972043737733133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970383,0.0002056525,0.0002414048,0.00005267153,0.0002072895,0.00002290351,0.0001386888,0.0002471473,0.0003329639],"category_scores_gemma":[0.00006292364,0.0001286377,0.00005949379,0.0001853877,0.00009612421,0.00003703469,0.0003383417,0.0004673021,0.0001860437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478213,"about_ca_system_score_gemma":0.00005842445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001839638,"about_ca_topic_score_gemma":0.0001253422,"domain_scores_codex":[0.9984155,0.00005107812,0.0001568985,0.0002748788,0.0005337881,0.0005678791],"domain_scores_gemma":[0.9986003,0.0000837467,0.00003875915,0.000549766,0.00007052326,0.0006569275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008447692,0.000271947,0.951529,0.0001169612,0.0002390084,0.0002929998,0.0009376605,0.000009039193,0.001339765,0.00006419801,0.03108359,0.01327109],"study_design_scores_gemma":[0.001942758,0.0008490909,0.9375838,0.00004732245,0.0001808159,0.0003525733,0.00002616281,0.00002583205,0.04657665,0.0000657714,0.01218244,0.0001668017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6753214,0.3209269,0.000002617495,0.002186306,0.0003066513,0.0006622551,0.00007618714,0.00002606668,0.0004916206],"genre_scores_gemma":[0.9934223,0.0008081829,0.0002262447,0.00175828,0.0007498587,0.00004981037,0.00005224418,0.00003561805,0.002897427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3201187,"threshold_uncertainty_score":0.5245693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972443519","doi":"10.1038/ajg.2015.55","title":"BOB CAT: a Large-Scale Review and Delphi Consensus for Management of Barrett’s Esophagus With No Dysplasia, Indefinite for, or Low-Grade Dysplasia","year":2015,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":168,"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; McMaster University","funders":"National Institutes of Health; University of Leeds; National Cancer Institute; National Institute for Health and Care Research; National Institute for Health and Care Excellence","keywords":"Medicine; Dysplasia; Grading (engineering); Delphi method; Barrett's esophagus; Population; Endoscopic mucosal resection; General surgery; Esophagus; Internal medicine; Family medicine; Cancer; Endoscopy; Adenocarcinoma; Environmental health","authors":[{"name":"Cathy Bennett","is_ca":false},{"name":"Paul Moayyedi","is_ca":true},{"name":"Douglas A. Corley","is_ca":false},{"name":"John de Caestecker","is_ca":false},{"name":"Yngve Falck–Ytter","is_ca":false},{"name":"Gary W. Falk","is_ca":false},{"name":"Nimish Vakil","is_ca":false},{"name":"S. Sanders","is_ca":false},{"name":"Michael Vieth","is_ca":false},{"name":"John M. Inadomi","is_ca":false},{"name":"David Aldulaimi","is_ca":false},{"name":"Khek Yu Ho","is_ca":true},{"name":"Robert D. Odze","is_ca":false},{"name":"Stephen J. Meltzer","is_ca":false},{"name":"Eamonn M.M. Quigley","is_ca":false},{"name":"Stuart Gittens","is_ca":false},{"name":"Peter J. Watson","is_ca":false},{"name":"Giovanni Zaninotto","is_ca":false},{"name":"Prasad G. Iyer","is_ca":false},{"name":"Leo Alexandre","is_ca":true},{"name":"Yeng Ang","is_ca":true},{"name":"J Callaghan","is_ca":true},{"name":"Rebecca Harrison","is_ca":false},{"name":"Rajvinder Singh","is_ca":true},{"name":"Pradeep Bhandari","is_ca":true},{"name":"Raf Bisschops","is_ca":true},{"name":"Bita Geramizadeh","is_ca":true},{"name":"Philip Kaye","is_ca":true},{"name":"Sheila Krishnadath","is_ca":true},{"name":"Brian Fennerty","is_ca":false},{"name":"Hendrik Manner","is_ca":false},{"name":"Katie S. Nason","is_ca":false},{"name":"Oliver Pech","is_ca":false},{"name":"Vani J. Konda","is_ca":false},{"name":"Krish Ragunath","is_ca":false},{"name":"Imdadur Rahman","is_ca":false},{"name":"Yvonne Romero","is_ca":false},{"name":"Richard E. Sampliner","is_ca":false},{"name":"Peter D. Siersema","is_ca":false},{"name":"Jan Tack","is_ca":false},{"name":"Tony Tham","is_ca":false},{"name":"Nigel Trudgill","is_ca":true},{"name":"David S. Weinberg","is_ca":false},{"name":"Jean Wang","is_ca":false},{"name":"Kenneth T. Wang","is_ca":false},{"name":"Jennie Wong","is_ca":false},{"name":"Stephen Attwood","is_ca":false},{"name":"Peter Malfertheiner","is_ca":false},{"name":"David MacDonald","is_ca":true},{"name":"Hugh Barr","is_ca":false},{"name":"Mark K. Ferguson","is_ca":false},{"name":"Janusz Jankowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04002936030340506,"gpt":0.361259113766576,"spread":0.321229753463171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001230442,0.0004941463,0.004246009,0.0002483644,0.00007177602,0.00001191598,0.0003748852,0.00006731523,0.0000206912],"category_scores_gemma":[0.00007034943,0.000248997,0.0005024367,0.0002479822,0.0007060035,0.00002878932,0.0001086573,0.0003624434,0.000003738145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236191,"about_ca_system_score_gemma":0.0005710064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001188451,"about_ca_topic_score_gemma":0.00003517111,"domain_scores_codex":[0.9969548,0.0003909883,0.001145751,0.0003537578,0.0004406826,0.0007140507],"domain_scores_gemma":[0.9959855,0.0003442442,0.002153545,0.0004877314,0.0005772764,0.0004517012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1740308,0.002594779,0.006460877,0.2994991,0.03252696,0.005011173,0.0005528564,0.000005044424,4.31235e-7,0.00009693799,0.03502536,0.4441957],"study_design_scores_gemma":[0.04037835,0.3748198,0.001196872,0.1385671,0.07073078,0.05678569,0.0009588036,0.00003478008,0.000003526963,0.0001204379,0.3156736,0.000730268],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005472327,0.9936734,0.0003562636,0.001767292,0.0000894672,0.003159376,0.0003883378,0.000007476889,0.00001117849],"genre_scores_gemma":[0.000930769,0.9894192,0.007911874,0.0009248128,0.0001489758,0.0003828946,0.00005004563,0.00007740359,0.0001540194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4434654,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071456214","doi":"10.1371/journal.pone.0103508","title":"Gastroesophageal Reflux in Relation to Adenocarcinomas of the Esophagus: A Pooled Analysis from the Barrett’s and Esophageal Adenocarcinoma Consortium (BEACON)","year":2014,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Health and Medical Research Council; National Institutes of Health; National Cancer Institute; Medical Research Council; Health Research Board","keywords":"Heartburn; Medicine; Internal medicine; Gastroenterology; Odds ratio; Barrett's esophagus; Body mass index; Esophagus; Adenocarcinoma; GERD; Esophageal disease; Population; Risk factor; Logistic regression; Regurgitation (circulation); Reflux; Cancer; Disease; Environmental health","authors":[{"name":"Michael B. Cook","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Liam Murray","is_ca":false},{"name":"Linda M. Liao","is_ca":false},{"name":"Farin Kamangar","is_ca":false},{"name":"Weimin Ye","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Harvey A. Risch","is_ca":false},{"name":"Alan G. Casson","is_ca":true},{"name":"Neal D. Freedman","is_ca":false},{"name":"Wong-Ho Chow","is_ca":false},{"name":"Anna H. Wu","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Olof Nyrén","is_ca":false},{"name":"Nirmala Pandeya","is_ca":false},{"name":"David C. Whiteman","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05495955404448784,"gpt":0.308896465403443,"spread":0.2539369113589551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007733093,0.0006796449,0.003530712,0.0006050572,0.0001574863,0.00005975401,0.0006091313,0.0003773104,0.0002541388],"category_scores_gemma":[0.0006051621,0.0003930907,0.000855119,0.001969311,0.0002949351,0.00008366611,0.0003800623,0.001202355,0.00006899465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118743,"about_ca_system_score_gemma":0.0006172409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006886735,"about_ca_topic_score_gemma":0.0003049794,"domain_scores_codex":[0.9946523,0.0009707767,0.0013518,0.001020601,0.001325293,0.00067923],"domain_scores_gemma":[0.9961187,0.0009571229,0.000602918,0.001659742,0.0001965516,0.000464955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005177318,0.001479167,0.9283701,0.008942348,0.01913826,0.0005062206,0.0008006396,0.000005537784,0.000006915515,0.0001826928,0.0002590828,0.03979127],"study_design_scores_gemma":[0.002505235,0.0009775168,0.9339529,0.01081669,0.05061895,0.00002821562,0.00004914519,0.0001030523,0.0001732867,0.00008397723,0.0003420698,0.0003489521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01872605,0.9764946,0.0000117647,0.0006851764,0.00004428907,0.003567314,0.0003609011,0.00003584455,0.00007408838],"genre_scores_gemma":[0.5513715,0.4459076,0.0004908833,0.0003193895,0.0003760791,0.0005504992,0.0003577694,0.00009246607,0.0005338051],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5326455,"threshold_uncertainty_score":0.9998521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041885363","doi":"10.1007/s00268-012-1538-8","title":"Robot‐assisted Thoracoscopic Lymphadenectomy Along the Left Recurrent Laryngeal Nerve for Esophageal Squamous Cell Carcinoma in the Prone Position: Technical Report and Short‐term Outcomes","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of British Columbia","keywords":"Medicine; Recurrent laryngeal nerve; Surgery; Esophagectomy; Lymphadenectomy; Cardiothoracic surgery; Prone position; Esophageal cancer; Lymph node; Cancer; Internal medicine","authors":[{"name":"Koichi Suda","is_ca":false},{"name":"Yoshinori Ishida","is_ca":false},{"name":"Yuichiro Kawamura","is_ca":false},{"name":"Kazuki Inaba","is_ca":false},{"name":"Seiichiro Kanaya","is_ca":false},{"name":"Satoshi Teramukai","is_ca":false},{"name":"Seiji Satoh","is_ca":false},{"name":"Ichiro Uyama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06083049623921166,"gpt":0.3468669655109382,"spread":0.2860364692717265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002410734,0.0002187806,0.0006059508,0.0003026121,0.0001709339,0.00005665367,0.0001489939,0.00006480331,0.00003355612],"category_scores_gemma":[0.0001673463,0.0001126678,0.0003343508,0.0002651167,0.0001198777,0.0002237776,0.00005080034,0.0004468371,0.000001243557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002839298,"about_ca_system_score_gemma":0.000335887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005165415,"about_ca_topic_score_gemma":0.0001827147,"domain_scores_codex":[0.997558,0.0002453068,0.0008229936,0.0001877733,0.0006644322,0.0005214807],"domain_scores_gemma":[0.9976661,0.001290886,0.0002983941,0.0003188582,0.0001483197,0.0002774176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005810315,0.0007177658,0.985114,0.0001541552,0.00005571777,0.005502565,0.0001776976,0.000001265833,0.0001384405,0.00001717258,0.001680247,0.005859991],"study_design_scores_gemma":[0.00121052,0.0003443861,0.9869139,0.0001276045,0.0002277976,0.009900407,0.00008264697,0.000004260075,0.0009051505,0.00002116398,0.0001702149,0.00009201519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590913,0.03280751,0.0000415047,0.006658356,0.0003357153,0.0008554818,0.000008213539,0.0000120474,0.0001898918],"genre_scores_gemma":[0.9984664,0.00009842071,0.0002922292,0.0002585726,0.0005741815,0.00007557054,0.00002465228,0.00002475294,0.0001852422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0393751,"threshold_uncertainty_score":0.4594459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936849550","doi":"10.1053/j.gastro.2019.04.013","title":"High-Fat Diet Accelerates Carcinogenesis in a Mouse Model of Barrett’s Esophagus via Interleukin 8 and Alterations to the Gut Microbiome","year":2019,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Cancer Institute; Deutsche Krebshilfe; Deutsche Forschungsgemeinschaft","keywords":"Barrett's esophagus; Biology; Dysplasia; Microbiome; Endocrinology; Carcinogenesis; Internal medicine; Interleukin; Pathology; Adenocarcinoma; Immunology; Medicine; Cancer; Cytokine","authors":[{"name":"Natasha Stephens Münch","is_ca":false},{"name":"Hsin‐Yu Fang","is_ca":false},{"name":"Jonas Ingermann","is_ca":false},{"name":"H. Carlo Maurer","is_ca":false},{"name":"Akanksha Anand","is_ca":false},{"name":"Victoria Kellner","is_ca":false},{"name":"Vincenz Sahm","is_ca":false},{"name":"Maria Wiethaler","is_ca":false},{"name":"Theresa Baumeister","is_ca":false},{"name":"Frederik Wein","is_ca":false},{"name":"Henrik Einwächter","is_ca":false},{"name":"Florian Bolze","is_ca":false},{"name":"Martin Klingenspor","is_ca":false},{"name":"Dirk Haller","is_ca":false},{"name":"María Kavanagh","is_ca":false},{"name":"Joanne Lysaght","is_ca":false},{"name":"Richard A. Friedman","is_ca":false},{"name":"Andrew J. Dannenberg","is_ca":false},{"name":"Michaël Pollak","is_ca":true},{"name":"Peter R. Holt","is_ca":false},{"name":"Sureshkumar Muthupalani","is_ca":false},{"name":"James G. Fox","is_ca":false},{"name":"Mark T. Whary","is_ca":false},{"name":"Yoomi Lee","is_ca":false},{"name":"Tony Y. Ren","is_ca":false},{"name":"Rachael Elliot","is_ca":false},{"name":"Rebecca C. Fitzgerald","is_ca":false},{"name":"Katja Steiger","is_ca":false},{"name":"Roland M. Schmid","is_ca":false},{"name":"Timothy C. Wang","is_ca":false},{"name":"Michael Quante","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01708718895353127,"gpt":0.269097282624102,"spread":0.2520100936705708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001034917,0.0001393891,0.0003246867,0.0001908198,0.00002896401,0.0000117094,0.0001206558,0.00004418095,0.00009648524],"category_scores_gemma":[0.0000111849,0.00009689078,0.00005167252,0.00009045262,0.00006976596,0.00004736608,0.0001253459,0.000127701,0.00003717547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009437952,"about_ca_system_score_gemma":0.00003202981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004522923,"about_ca_topic_score_gemma":0.001280413,"domain_scores_codex":[0.9989454,0.00007493319,0.0002435274,0.0002750609,0.0001088263,0.0003522363],"domain_scores_gemma":[0.9994379,0.0000272956,0.00004378141,0.0003027967,0.00006073198,0.0001274691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003243363,0.0002008193,0.9308843,0.00006310639,0.000116246,0.00002677146,0.000633009,0.001233607,0.06290709,0.00003878949,0.00041064,0.0002422489],"study_design_scores_gemma":[0.01153047,0.01590315,0.8150731,0.0001024903,0.0001347109,0.0001389872,0.0002152846,0.01074892,0.1457693,0.0001886807,0.00001210316,0.0001828877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938027,0.001306171,0.0003642807,0.003665423,0.00006175038,0.0006806334,0.0001028024,0.00001062986,0.000005584175],"genre_scores_gemma":[0.9976542,0.00002848313,0.0006709473,0.001055692,0.00003663321,0.000114669,0.00003703271,0.00001582694,0.0003865286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158113,"threshold_uncertainty_score":0.3951091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975753574","doi":"10.1053/j.gastro.2011.11.019","title":"Nonsteroidal Anti-inflammatory Drug Use Reduces Risk of Adenocarcinomas of the Esophagus and Esophagogastric Junction in a Pooled Analysis","year":2011,"lang":"en","type":"review","venue":"Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Institute of Environmental Health Sciences; Cancer Council Queensland; National Health and Medical Research Council; Economic and Social Research Council; National Cancer Institute; National Institutes of Health; Nova Scotia Health Research Foundation","keywords":"Medicine; Aspirin; Odds ratio; Internal medicine; Confidence interval; Barrett's esophagus; Gastroenterology; Adenocarcinoma; Population; Logistic regression; Risk factor; Cancer","authors":[{"name":"Linda M. Liao","is_ca":false},{"name":"Thomas L. Vaughan","is_ca":false},{"name":"Douglas A. Corley","is_ca":false},{"name":"Michael B. Cook","is_ca":false},{"name":"Alan G. Casson","is_ca":true},{"name":"Farin Kamangar","is_ca":false},{"name":"Christian C. Abnet","is_ca":false},{"name":"Harvey A. Risch","is_ca":false},{"name":"Carol Giffen","is_ca":false},{"name":"Neal D. Freedman","is_ca":false},{"name":"Wong‐Ho Chow","is_ca":false},{"name":"Shahram Sadeghi","is_ca":false},{"name":"Nirmala Pandeya","is_ca":false},{"name":"David C. Whiteman","is_ca":false},{"name":"Liam Murray","is_ca":false},{"name":"Leslie Bernstein","is_ca":false},{"name":"Marilie D. Gammon","is_ca":false},{"name":"Anna H. Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0276758947672581,"gpt":0.2928526223886787,"spread":0.2651767276214205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004247993,0.0003996182,0.00245599,0.001203115,0.00004064343,0.000008408706,0.0002431855,0.0002063274,0.00005025456],"category_scores_gemma":[0.000086589,0.0002566545,0.0008272372,0.0007630305,0.0004097898,0.00007480021,0.0001757097,0.0006262169,0.000003415505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125464,"about_ca_system_score_gemma":0.0002723313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000751721,"about_ca_topic_score_gemma":0.00064974,"domain_scores_codex":[0.9968306,0.0009106891,0.0009828482,0.0005310524,0.0002808294,0.0004640018],"domain_scores_gemma":[0.9979829,0.0001313481,0.0009532863,0.0006552974,0.0001063626,0.0001707605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004847264,0.0002498066,0.9628152,0.002323481,0.003939735,0.0001057983,0.0001407902,0.000002421061,9.079325e-7,0.000004860699,0.00002341736,0.02990888],"study_design_scores_gemma":[0.002295094,0.001301871,0.9757048,0.001415978,0.01870441,0.0002132533,0.0000356274,0.000008113511,0.00003542179,0.000007441916,0.0001903576,0.00008766183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2849257,0.7140855,0.000006612103,0.00001333201,0.0000868806,0.0007791519,0.00009009911,0.000008020277,0.000004727861],"genre_scores_gemma":[0.4461358,0.5535739,0.00006636043,0.000008406903,0.00003483048,0.00006608445,0.00003521752,0.00002185603,0.00005752048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1612101,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003201984","doi":"10.1038/ajg.2009.390","title":"Definition of Barrett's Esophagus: Time for a Rethink—Is Intestinal Metaplasia Dead?","year":2009,"lang":"en","type":"review","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Intestinal metaplasia; Esophagus; Barrett's esophagus; Metaplasia; Gastroenterology; General surgery; Internal medicine; Dysplasia; Adenocarcinoma; Cancer","authors":[{"name":"Robert H. Riddell","is_ca":true},{"name":"Robert D. Odze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04867589454132984,"gpt":0.360224878912603,"spread":0.3115489843712731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009107575,0.0003702806,0.003481191,0.0003813719,0.0000529457,0.00001152347,0.0004351758,0.00007273343,0.00008957048],"category_scores_gemma":[0.0002514396,0.0002100673,0.001272007,0.000223595,0.0006105383,0.00004676464,0.00005147322,0.0008058118,0.00001850983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291907,"about_ca_system_score_gemma":0.0005030434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000132495,"about_ca_topic_score_gemma":0.00000205998,"domain_scores_codex":[0.997116,0.0005917518,0.001140071,0.00023554,0.000426644,0.0004900114],"domain_scores_gemma":[0.995948,0.0005299562,0.002470199,0.0003824651,0.00040898,0.0002603727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03159073,0.0007637505,0.001862692,0.003993861,0.005748658,0.0008980928,0.0002184458,7.104564e-7,0.000002920382,0.000107405,0.004343816,0.9504689],"study_design_scores_gemma":[0.01596523,0.7244728,0.004454649,0.04107322,0.04484502,0.1142603,0.0002599266,0.00003177336,0.00007709763,0.008498853,0.04534861,0.0007125976],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007749769,0.9965472,0.0004290116,0.00137145,0.0000650432,0.0006930415,0.00008088177,0.000008863278,0.00002958294],"genre_scores_gemma":[0.0033585,0.9817332,0.01332974,0.001006554,0.0003842349,0.00004829068,0.00004361089,0.0000540548,0.00004181693],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9497563,"threshold_uncertainty_score":0.8566295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898710339","doi":"10.1007/s00464-018-6503-7","title":"Indocyanine green for the prevention of anastomotic leaks following esophagectomy: a meta-analysis","year":2018,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Alexandra Hospital; Health Sciences Centre; University of Alberta","funders":"","keywords":"Medicine; Indocyanine green; Anastomosis; Esophagectomy; Randomized controlled trial; Meta-analysis; Odds ratio; Perfusion; Leak; Surgery; Radiology; Esophageal cancer; Internal medicine; Cancer","authors":[{"name":"Farah Ladak","is_ca":true},{"name":"Jerry T. Dang","is_ca":true},{"name":"Noah J. Switzer","is_ca":true},{"name":"Valentin Mocanu","is_ca":true},{"name":"Chunhong Tian","is_ca":true},{"name":"Daniel W. Birch","is_ca":true},{"name":"Simon R. Turner","is_ca":true},{"name":"Shahzeer Karmali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1544158782369718,"gpt":0.443867174798413,"spread":0.2894512965614412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001053006,0.0005030754,0.005141454,0.0004376738,0.0001311284,0.00002832339,0.0003314242,0.0002290479,0.001266029],"category_scores_gemma":[0.0001604644,0.0002490378,0.01174768,0.001435431,0.0001510962,0.00005361288,0.0001086957,0.0003832263,0.00004636823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852024,"about_ca_system_score_gemma":0.0005279136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429249,"about_ca_topic_score_gemma":0.00006629925,"domain_scores_codex":[0.9967628,0.0003624592,0.0009496668,0.0006343535,0.0007767546,0.000513988],"domain_scores_gemma":[0.9968074,0.001442269,0.0004641196,0.0008764496,0.0001590903,0.0002506886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0005875906,0.0005812687,0.00004698009,0.01427448,0.7997459,0.0007150774,0.0000456068,0.000002178543,1.152434e-7,0.0001944598,0.0002409575,0.1835654],"study_design_scores_gemma":[0.003504369,0.001300971,0.000006475018,0.0005550511,0.6882394,0.00003322749,0.000004869129,0.00002169916,0.00002507467,0.0001042448,0.3060499,0.0001546467],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002274236,0.9958742,0.0002652444,0.0001115519,0.00009542923,0.003165442,0.0001669691,0.00003524428,0.0002631474],"genre_scores_gemma":[0.002597283,0.9885885,0.0007177549,0.0000205949,0.0003353147,0.001655348,0.000435947,0.00007424859,0.005575064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.305809,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615695363","doi":"10.1136/bmj.38030.642963.ae","title":"Does it matter what a hospital is “high volume” for? Specificity of hospital volume-outcome associations for surgical procedures: analysis of administrative data","year":2004,"lang":"en","type":"article","venue":"BMJ","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Odds ratio; Comorbidity; Confidence interval; Mortality rate; Volume (thermodynamics); Colorectal cancer; Surgery; Resection; General surgery; Cancer; Internal medicine","authors":[{"name":"David R. Urbach","is_ca":true},{"name":"Nancy N. Baxter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06444277651502078,"gpt":0.4071279760382825,"spread":0.3426851995232618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003008194,0.0001681163,0.0006905638,0.0001500943,0.00007195289,0.0000424331,0.0002259247,0.00009607263,0.000430002],"category_scores_gemma":[0.0003681115,0.0001108156,0.0003716779,0.0003945189,0.0001246952,0.0002968194,0.00007871914,0.00009311653,0.00001301458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136485,"about_ca_system_score_gemma":0.0004561041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003064183,"about_ca_topic_score_gemma":0.0004102094,"domain_scores_codex":[0.9981591,0.00002199227,0.0005853634,0.0004295827,0.0004938701,0.0003101421],"domain_scores_gemma":[0.9982957,0.0001727466,0.0003228238,0.0006059098,0.0004503855,0.0001524242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005961983,0.001984577,0.9704254,0.0003545157,0.004523378,0.00004823573,0.001681151,0.00001637591,0.0000049792,0.0002310729,0.01991878,0.0002152924],"study_design_scores_gemma":[0.006782738,0.004236696,0.9801699,0.0001619198,0.002905967,0.000002558347,0.00203445,0.0002706998,0.00135776,0.0004483182,0.001387686,0.0002412981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327837,0.000479622,0.0009205565,0.04992442,0.0002205845,0.003838134,0.01167587,0.00002236431,0.0001347224],"genre_scores_gemma":[0.9926223,0.00006235803,0.002844725,0.0001428941,0.0002043064,0.0003040325,0.001834779,0.00001876958,0.001965876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05983853,"threshold_uncertainty_score":0.4708221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560135726","doi":"10.1111/dote.12493","title":"Worldwide Esophageal Cancer Collaboration: clinical staging data","year":2016,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Toronto General Hospital","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"Medicine; Adenosquamous carcinoma; Esophagectomy; Esophageal cancer; Cancer; Adenocarcinoma; Stage (stratigraphy); Internal medicine; Oncology; Carcinoma; Esophagus; Demographics; Cancer staging; Demography","authors":[{"name":"Thomas W. Rice","is_ca":false},{"name":"Carolyn Apperson-Hansen","is_ca":false},{"name":"L. Dipaola","is_ca":false},{"name":"Marie E. Semple","is_ca":false},{"name":"Antoon Lerut","is_ca":false},{"name":"Mark B. Orringer","is_ca":false},{"name":"Lei Chen","is_ca":false},{"name":"Wayne L. Hofstetter","is_ca":false},{"name":"B. Mark Smithers","is_ca":false},{"name":"Valerie W. Rusch","is_ca":false},{"name":"B.P.L. Wijnhoven","is_ca":false},{"name":"K. N. Chen","is_ca":false},{"name":"Andrew Davies","is_ca":false},{"name":"Xavier Benoît D’Journo","is_ca":false},{"name":"K. Kesler","is_ca":false},{"name":"James D. Luketich","is_ca":false},{"name":"Mark K. Ferguson","is_ca":false},{"name":"Jari Räsänen","is_ca":false},{"name":"Richard van Hillegersberg","is_ca":false},{"name":"Wentao Fang","is_ca":false},{"name":"L Durand","is_ca":false},{"name":"William Allum","is_ca":false},{"name":"Ivan Cecconello","is_ca":false},{"name":"Robert J. Cerfolio","is_ca":false},{"name":"Manuel Pera","is_ca":false},{"name":"S M Griffin","is_ca":false},{"name":"Robin Burger","is_ca":false},{"name":"J.-F. Liu","is_ca":false},{"name":"Mark S. Allen","is_ca":false},{"name":"Simon Law","is_ca":false},{"name":"Thomas J. Watson","is_ca":false},{"name":"Gail Darling","is_ca":true},{"name":"Walter J. Scott","is_ca":false},{"name":"André Duranceau","is_ca":true},{"name":"Chadrick E. Denlinger","is_ca":false},{"name":"Paul H. Schipper","is_ca":false},{"name":"Hemant Ishwaran","is_ca":false},{"name":"Eugene H. Blackstone","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05953587041225408,"gpt":0.4185721467216183,"spread":0.3590362763093642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002401515,0.0001658879,0.0003604033,0.00005876291,0.0001092662,0.00002113434,0.000620962,0.00004670652,0.0006529876],"category_scores_gemma":[0.0005929046,0.00008283382,0.000177308,0.0003496789,0.0003182961,0.0002142757,0.0004341906,0.0001130324,0.00004515945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485908,"about_ca_system_score_gemma":0.0009483685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009834267,"about_ca_topic_score_gemma":0.00005791567,"domain_scores_codex":[0.9980409,0.0001504671,0.0004197977,0.0004439165,0.00062712,0.0003178044],"domain_scores_gemma":[0.9973563,0.0002951983,0.0001708448,0.00160265,0.0002113262,0.0003636919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006931657,0.0003473505,0.9579582,0.00006527374,0.0002565146,0.0001146882,0.00001587572,0.000002273205,0.00000726916,0.0002156669,0.01373557,0.02658822],"study_design_scores_gemma":[0.003544097,0.0002023374,0.9929651,0.0002694612,0.0003698033,0.000004364606,0.00002459943,0.00004672057,0.00185434,0.0003228041,0.0003032021,0.00009316104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1507899,0.8033185,0.0001022569,0.03492464,0.001828806,0.002167553,0.006427304,0.0001796135,0.000261353],"genre_scores_gemma":[0.9947798,0.0008084722,0.0001345953,0.0005308405,0.0005796904,0.00005999539,0.00005356057,0.00002592309,0.003027082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8439899,"threshold_uncertainty_score":0.7149756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}