{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":49,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":49,"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":"0b2aa461da40","filters":{"venue":"BMJ Open Gastroenterology"}},"results":[{"id":"W3136929489","doi":"10.1136/bmjgast-2020-000565","title":"Hiatal hernia prevalence and natural history on non-contrast CT in the Multi-Ethnic Study of Atherosclerosis (MESA)","year":2021,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Hiatal hernia; Medicine; Natural history; Ethnic group; Hernia; Population; Mesa; Radiology; Surgery; General surgery; Demography; Internal medicine; Disease; Environmental health","authors":[{"name":"Jinhye Kim","is_ca":false},{"name":"Grant Hiura","is_ca":false},{"name":"Elizabeth C. Oelsner","is_ca":false},{"name":"Xiaorui Yin","is_ca":false},{"name":"R. Graham Barr","is_ca":false},{"name":"Benjamin M. Smith","is_ca":true},{"name":"Martin R. Prince","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06413963296454143,"gpt":0.3573356791731806,"spread":0.2931960462086391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040987,0.000261945,0.0002538195,0.0007949788,0.0003410366,0.0004595788,0.0002587509,0.0005038163,0.000876823],"category_scores_gemma":[0.002135204,0.0004026861,0.0002916213,0.0005221039,0.0002367686,0.000553921,0.0004876388,0.0004388022,0.00019836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188317,"about_ca_system_score_gemma":0.0001207725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980262,"about_ca_topic_score_gemma":0.003068878,"domain_scores_codex":[0.9995933,0.0001543611,0.00005377169,0.00008643253,0.00006376138,0.0000483563],"domain_scores_gemma":[0.998661,0.0001848402,0.0006821651,0.0001248472,0.0001219323,0.0002252557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005967376,0.00001338954,0.9993848,0.000003660331,0.00002320838,0.0000367692,0.00004061898,0.000005518881,0.0001435098,0.000002701974,0.00002551595,0.0002607437],"study_design_scores_gemma":[0.000002464211,0.00002926218,0.9996474,0.000001866972,0.000008820959,0.000170318,0.00006112131,0.00003235894,0.00001663594,0.000003804797,0.00002496455,0.000001055017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993982,0.0001582822,0.00004767436,0.0000241592,0.000002825096,0.000005007528,0.0002146235,0.000002126505,0.0001470018],"genre_scores_gemma":[0.9995147,0.00008103521,0.00009181109,0.00001404243,0.00001092836,0.000005847408,0.0001985182,0.000001109848,0.00008192048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001980262,"threshold_uncertainty_score":0.005505323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129647131","doi":"10.1136/bmjgast-2020-000573","title":"Risk of common infections in people with inflammatory bowel disease in primary care: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"Pfizer UK; University of Oxford; Royal College of General Practitioners; Pfizer","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Internal medicine; Crohn's disease; Cohort; Population; Immunology; Disease; Cohort study","authors":[{"name":"Peter M. Irving","is_ca":true},{"name":"Simon de Lusignan","is_ca":false},{"name":"Daniel Tang","is_ca":false},{"name":"Monica Nijher","is_ca":false},{"name":"Kevin Barrett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005051033247025286,"gpt":0.2583299428424924,"spread":0.2532789095954672,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007865304,0.0003398034,0.0005181427,0.000726599,0.0006819206,0.0009368981,0.0004474779,0.0007666119,0.00149241],"category_scores_gemma":[0.002364041,0.00051989,0.000931218,0.001464079,0.0002994641,0.0005767797,0.0006297157,0.0007802363,0.000249659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485128,"about_ca_system_score_gemma":0.0005322517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02593184,"about_ca_topic_score_gemma":0.02470541,"domain_scores_codex":[0.9991041,0.0002001724,0.00007765224,0.0002428465,0.0002196707,0.0001556064],"domain_scores_gemma":[0.9987857,0.000125905,0.0005414368,0.00013476,0.0001615629,0.0002506762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009240742,0.00004250224,0.9989997,0.00001434041,0.0001208281,0.00007960526,0.00006969725,0.00001488273,0.00007225973,0.000006940749,0.0001189693,0.0003679727],"study_design_scores_gemma":[0.00002015217,0.0001289096,0.9993309,0.00001044659,0.00005388682,0.0001579526,0.0001219474,0.00006974151,0.00001131472,0.000008192748,0.00008427101,0.000002379891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981633,0.0003701467,0.00008941701,0.0000919493,0.00001322648,0.00003403555,0.0009508874,0.000004377132,0.0002826714],"genre_scores_gemma":[0.998974,0.0002336251,0.0000970113,0.00005440305,0.0000168324,0.00002727567,0.0004684874,0.000001216052,0.0001272068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02593184,"threshold_uncertainty_score":0.05156177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2963599139","doi":"10.1136/bmjgast-2019-000317","title":"Traditional serrated adenoma: an overview of pathology and emphasis on molecular pathogenesis","year":2019,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"KRAS; Pathogenesis; Eosinophilic; Molecular pathology; Pathology; Biology; Cancer research; Mutation; Adenoma; Colorectal cancer; Medicine; Genetics; Cancer; Gene","authors":[{"name":"Aoife J McCarthy","is_ca":true},{"name":"Stefano Serra","is_ca":true},{"name":"Runjan Chetty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2467778642721192,"gpt":0.429168947995453,"spread":0.1823910837233338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004038968,0.0009864066,0.001261806,0.00453173,0.0002700975,0.000790463,0.0006178987,0.0009183266,0.001896313],"category_scores_gemma":[0.0007049445,0.0003094471,0.0006223313,0.003212419,0.0007043751,0.001551638,0.000514884,0.00148616,0.0008445808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006913323,"about_ca_system_score_gemma":0.000829038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429264,"about_ca_topic_score_gemma":0.001781846,"domain_scores_codex":[0.9997901,0.00003398293,0.00004692396,0.00004127321,0.00006579169,0.00002184859],"domain_scores_gemma":[0.9995942,0.0001927025,0.0000726076,0.00001131848,0.00009442608,0.00003492046],"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":[0.0001307166,0.00008387836,0.001103949,0.03576588,0.0001930537,0.001263227,0.0001403975,0.0006161093,0.00207929,0.00486484,0.0519799,0.9017788],"study_design_scores_gemma":[0.00002314098,0.0002235298,0.005826888,0.0173827,0.0002993483,0.02061981,0.0002473915,0.0002738431,0.0004336984,0.005025708,0.949588,0.00005610958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001075676,0.9989913,0.0000990189,0.0002089372,0.0001468399,0.000002570758,0.00001010132,0.00000558129,0.0004280226],"genre_scores_gemma":[0.0007867887,0.9983047,0.0001919006,0.0001785874,0.0002809987,0.000003641557,0.0000204102,0.000001223439,0.0002316523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00453173,"threshold_uncertainty_score":0.006343842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135234781","doi":"10.1136/bmjgast-2020-000571","title":"Gastroenterological and hepatic manifestations of patients with COVID-19, prevalence, mortality by country, and intensive care admission rate: systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Meta-analysis; Coronavirus disease 2019 (COVID-19); Intensive care; Mortality rate; Intensive care medicine; 2019-20 coronavirus outbreak; Emergency medicine; Internal medicine; Pathology; Disease","authors":[{"name":"Mohammad Shehab","is_ca":false},{"name":"Fatema Alrashed","is_ca":false},{"name":"Sameera Shuaibi","is_ca":false},{"name":"Dhuha Alajmi","is_ca":false},{"name":"Alan Barkun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1557304623755912,"gpt":0.5040480797345464,"spread":0.3483176173589552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0099556,0.00252434,0.01857473,0.007409313,0.0006383662,0.00302695,0.001964704,0.002210652,0.002816147],"category_scores_gemma":[0.02806777,0.001619552,0.03988563,0.009217527,0.0007074738,0.001565088,0.001617667,0.001521063,0.0002412383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002236641,"about_ca_system_score_gemma":0.003261809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007867352,"about_ca_topic_score_gemma":0.01566797,"domain_scores_codex":[0.9930267,0.002620933,0.002478741,0.0008370795,0.0007668243,0.0002697293],"domain_scores_gemma":[0.9830258,0.01182254,0.003086747,0.0004955181,0.001348277,0.0002210696],"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":[0.001234365,0.00002723684,0.008440288,0.3967956,0.5848916,0.0001345662,0.00008416359,0.0004354581,0.0001598083,0.00007990426,0.0005426126,0.007174392],"study_design_scores_gemma":[0.0002608443,0.0001260602,0.005249266,0.02134917,0.971673,0.0001131695,0.00004554399,0.0001484136,0.0000673103,0.00008730726,0.0008582746,0.00002166475],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0060347,0.9924322,0.0003061404,0.0001336764,0.00008465955,0.0001997432,0.0006290287,0.00001759613,0.0001622184],"genre_scores_gemma":[0.1807641,0.8139136,0.001799657,0.0006793556,0.0002454506,0.001183633,0.001122478,0.00002619305,0.0002655108],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01857473,"threshold_uncertainty_score":0.05265087,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2992952498","doi":"10.1136/bmjgast-2019-000339","title":"Combined effect of modifiable and non-modifiable risk factors for colorectal cancer risk in a pooled analysis of 11 population-based studies","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes; Institute of Aging","funders":"Harvard T.H. Chan School of Public Health; National Heart, Lung, and Blood Institute; Brigham and Women's Hospital; Division of Cancer Prevention, National Cancer Institute; Bundesministerium für Bildung und Forschung; World Health Organization; National Cancer Institute; National Institutes of Health; Ministerio de Economía y Competitividad; U.S. Department of Health and Human Services","keywords":"Medicine; Colorectal cancer; Population; Environmental health; Oncology; Internal medicine; Cancer; Demography","authors":[{"name":"Xiaoliang Wang","is_ca":false},{"name":"Kelli O’Connell","is_ca":false},{"name":"Jihyoun Jeon","is_ca":false},{"name":"Mingyang Song","is_ca":false},{"name":"David J. Hunter","is_ca":false},{"name":"Michael Hoffmeister","is_ca":true},{"name":"Yi Lin","is_ca":false},{"name":"Sonja I. Berndt","is_ca":false},{"name":"Hermann Brenner","is_ca":true},{"name":"Andrew T. Chan","is_ca":false},{"name":"Jenny Chang‐Claude","is_ca":false},{"name":"Jian Gong","is_ca":false},{"name":"Marc J. Gunter","is_ca":true},{"name":"Tabitha A. Harrison","is_ca":false},{"name":"Richard B. Hayes","is_ca":false},{"name":"Amit D. Joshi","is_ca":false},{"name":"Polly A. Newcomb","is_ca":false},{"name":"Robert E. Schoen","is_ca":false},{"name":"Martha L. Slattery","is_ca":false},{"name":"Ashley J. Vargas","is_ca":false},{"name":"John D. Potter","is_ca":false},{"name":"Loı̈c Le Marchand","is_ca":false},{"name":"Edward L. Giovannucci","is_ca":false},{"name":"Emily White","is_ca":false},{"name":"Li Hsu","is_ca":false},{"name":"Ulrike Peters","is_ca":false},{"name":"Mengmeng Du","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01992257106233526,"gpt":0.3445828199507168,"spread":0.3246602488883815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04005149,0.003478411,0.009304011,0.007996546,0.0006767685,0.004244593,0.001686821,0.002876424,0.00169125],"category_scores_gemma":[0.04804523,0.002366157,0.03501992,0.007221887,0.0008206437,0.001508594,0.002703726,0.001106867,0.0003004493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008659785,"about_ca_system_score_gemma":0.00116505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005099392,"about_ca_topic_score_gemma":0.006614092,"domain_scores_codex":[0.9515826,0.02987327,0.00769735,0.006928808,0.003066005,0.0008519666],"domain_scores_gemma":[0.9554773,0.02746234,0.008069062,0.00548598,0.002920462,0.0005848939],"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":[0.006118252,0.00003736499,0.2324317,0.005415902,0.7487855,0.0002117486,0.00007203752,0.001202679,0.0005704401,0.00005924351,0.0003669537,0.004728233],"study_design_scores_gemma":[0.0009106855,0.0006560601,0.2516458,0.0009328158,0.7427478,0.0002420834,0.00009220893,0.0009210838,0.0003962534,0.0002376054,0.001162169,0.00005545179],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5070074,0.4626419,0.01451004,0.000635765,0.0007472698,0.0008146928,0.01160196,0.00041311,0.001627902],"genre_scores_gemma":[0.9644527,0.02426283,0.00426405,0.0003521387,0.0003105788,0.0008096966,0.005053317,0.0001003919,0.0003942176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04005149,"threshold_uncertainty_score":0.2118151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391693695","doi":"10.1136/bmjgast-2023-001218","title":"Determining the optimal treatment target in patients with ulcerative colitis: rationale, design, protocol and interim analysis for the randomised controlled VERDICT trial","year":2024,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Barrie Urology Group; University of Calgary; Western University","funders":"Allergan; Genentech; European Crohn's and Colitis Organisation; Celltrion; Wellcome Trust; Celgene; Janssen Pharmaceuticals; Gilead Sciences; Sanofi; Takeda Pharmaceuticals U.S.A.; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; Mylan; GlaxoSmithKline","keywords":"Medicine; Ulcerative colitis; Interim analysis; Internal medicine; Randomized controlled trial; Intention-to-treat analysis; Verdict; Vedolizumab; Endoscopy; Observational study; Surgery; Gastroenterology; Disease","authors":[{"name":"Vipul Jairath","is_ca":true},{"name":"Guangyong Zou","is_ca":true},{"name":"Zhongya Wang","is_ca":false},{"name":"Shashi Adsul","is_ca":false},{"name":"Jean‐Frédéric Colombel","is_ca":false},{"name":"Geert D’Haens","is_ca":false},{"name":"Marcelo Freire","is_ca":false},{"name":"Gordon W. Moran","is_ca":false},{"name":"Laurent Peyrin‐Biroulet","is_ca":false},{"name":"William J. Sandborn","is_ca":false},{"name":"Shaji Sebastian","is_ca":false},{"name":"Simon Travis","is_ca":false},{"name":"Séverine Vermeire","is_ca":false},{"name":"Gabriela Radulescu","is_ca":false},{"name":"Julie Sigler","is_ca":false},{"name":"Jurij Hanžel","is_ca":false},{"name":"Christopher Ma","is_ca":true},{"name":"Rocío Sedaño","is_ca":true},{"name":"Stefanie C. McFarlane","is_ca":false},{"name":"Naveen Arya","is_ca":false},{"name":"Melanie Beaton","is_ca":true},{"name":"Peter Bossuyt","is_ca":false},{"name":"Silvio Danese","is_ca":false},{"name":"Daniel J. Green","is_ca":false},{"name":"William R. Harlan","is_ca":false},{"name":"M. Horyński","is_ca":false},{"name":"Maria Kłopocka","is_ca":false},{"name":"Rima Petronienė","is_ca":true},{"name":"Mark S. Silverberg","is_ca":false},{"name":"Lukasz Wolanski","is_ca":false},{"name":"Brian G. Feagan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0243157338020686,"gpt":0.3257400812305416,"spread":0.301424347428473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07652819,0.004787491,0.007706583,0.00215985,0.00187604,0.004059796,0.002872069,0.006974415,0.02852793],"category_scores_gemma":[0.08018079,0.002681662,0.006136684,0.002898094,0.00366703,0.002250643,0.002133533,0.006317363,0.006662207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079741,"about_ca_system_score_gemma":0.01076009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007526414,"about_ca_topic_score_gemma":0.001143306,"domain_scores_codex":[0.9230319,0.0623274,0.005526891,0.003065951,0.003631715,0.002416239],"domain_scores_gemma":[0.9764102,0.009624578,0.004266791,0.004453527,0.003145567,0.002099434],"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":[0.8434097,0.005859044,0.002481694,0.03209155,0.005456224,0.0003897451,0.0006484706,0.004919273,0.001809415,0.01574965,0.02893577,0.05824944],"study_design_scores_gemma":[0.8854782,0.02913318,0.003235159,0.007842593,0.003786675,0.0002170405,0.0001569606,0.005900975,0.001291395,0.01139632,0.05134939,0.0002121938],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004262855,0.001135185,0.008834245,0.0008834383,0.001109724,0.9795877,0.00212435,0.0001555491,0.001907035],"genre_scores_gemma":[0.004336627,0.0001937278,0.007634607,0.000395561,0.00009050928,0.9866974,0.0003234565,0.00001250387,0.0003156528],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07652819,"threshold_uncertainty_score":0.4047246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006008304","doi":"10.1136/bmjgast-2019-000348","title":"Practice recommendations for the use of sedation in routine hospital-based colonoscopy","year":2020,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; Cancer Care Ontario; University of Ottawa; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Government of Ontario; Cancer Care Ontario","keywords":"Colonoscopy; Sedation; Medicine; Delphi method; Multidisciplinary approach; Patient satisfaction; Sedative; Medical emergency; Intensive care medicine; Nursing; Surgery; Colorectal cancer; Anesthesia; Artificial intelligence","authors":[{"name":"Fahima Dossa","is_ca":true},{"name":"Catherine Dubé","is_ca":true},{"name":"Jill Tinmouth","is_ca":true},{"name":"Anne Sorvari","is_ca":true},{"name":"Linda Rabeneck","is_ca":true},{"name":"Bronwen R. McCurdy","is_ca":true},{"name":"Jason A. Dominitz","is_ca":false},{"name":"Nancy N. Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.212267038043136,"gpt":0.4231386729447287,"spread":0.2108716349015927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06268978,0.001212672,0.000662211,0.003548288,0.002284077,0.002834584,0.0038758,0.004932309,0.00300259],"category_scores_gemma":[0.1328355,0.0005770805,0.001366843,0.001839207,0.00214584,0.003288327,0.004230324,0.004521097,0.00186161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005743199,"about_ca_system_score_gemma":0.02668678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008040027,"about_ca_topic_score_gemma":0.01080039,"domain_scores_codex":[0.9199404,0.04949913,0.01318373,0.00169654,0.01336248,0.002317716],"domain_scores_gemma":[0.818973,0.07546274,0.02451247,0.004328989,0.06732554,0.009397221],"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":[0.0007267686,0.003575792,0.09830344,0.01512258,0.0003076727,0.001734828,0.02503109,0.006162528,0.007408923,0.004898447,0.1596117,0.6771162],"study_design_scores_gemma":[0.002276414,0.005768324,0.2433052,0.1120674,0.001126544,0.005498035,0.1057846,0.02264598,0.0101594,0.03354713,0.4565606,0.001260396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.21471,0.02591056,0.1829585,0.4627747,0.005457063,0.02341194,0.001419214,0.001907122,0.08145092],"genre_scores_gemma":[0.3579417,0.01546656,0.5911247,0.01732465,0.0007806484,0.01213986,0.001185507,0.0001510376,0.003885302],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.06268978,"threshold_uncertainty_score":0.3315392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288456503","doi":"10.1136/bmjgast-2022-000925","title":"Appendectomy and risk for inflammatory bowel disease: effect of age and time post appendectomy – a cohort study","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Institutes of Health Research; Multiple Sclerosis Society of Canada; Canada Foundation for Innovation","keywords":"Medicine; Ulcerative colitis; Inflammatory bowel disease; Cohort; Internal medicine; Incidence (geometry); Disease; Appendicitis; Crohn's disease; Gastroenterology; Cohort study; Young adult; Surgery","authors":[{"name":"Canisius Fantodji","is_ca":true},{"name":"Prévost Jantchou","is_ca":true},{"name":"Marie‐Élise Parent","is_ca":true},{"name":"Marie‐Claude Rousseau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009279224464919644,"gpt":0.3009687543012213,"spread":0.2916895298363016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009316441,0.0003052115,0.0003250885,0.0005114119,0.0005002433,0.0006591153,0.0004719754,0.0005062266,0.001996188],"category_scores_gemma":[0.001881176,0.0002544481,0.000957892,0.001132699,0.0002716061,0.000378015,0.0004241226,0.0006111987,0.0002298531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945381,"about_ca_system_score_gemma":0.001178389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1611736,"about_ca_topic_score_gemma":0.1957364,"domain_scores_codex":[0.9995044,0.0001033819,0.00003739586,0.0001383396,0.00008778098,0.0001285441],"domain_scores_gemma":[0.9981529,0.0002191554,0.0007634361,0.0002571613,0.0002841607,0.000323129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002900989,0.00002516087,0.998282,0.00001286076,0.000205544,0.00005980372,0.00004536945,0.00002290724,0.0001335832,0.00001147844,0.0001052497,0.0008061217],"study_design_scores_gemma":[0.000009455954,0.00008425694,0.9993497,0.00001203277,0.00007093034,0.00009901493,0.00005343584,0.00006830483,0.00001372613,0.000006565896,0.0002293941,0.00000305554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962914,0.001753374,0.0001334113,0.0000858534,0.00001987947,0.00002420494,0.001249254,0.00000439885,0.0004381993],"genre_scores_gemma":[0.9981613,0.0005835836,0.0001293773,0.00004062017,0.00001633999,0.00001180327,0.0006168431,0.000002453972,0.0004377374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611736,"threshold_uncertainty_score":0.320471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165217503","doi":"10.1136/bmjgast-2021-000601","title":"Antibiotic use and colorectal neoplasia: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"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; York University","keywords":"Colorectal cancer; Medicine; Meta-analysis; Colorectal adenoma; Internal medicine; Antibiotics; Microbiome; Oncology; Cancer; Bioinformatics; Biology; Genetics","authors":[{"name":"Chino Aneke-Nash","is_ca":false},{"name":"Garrett Yoon","is_ca":false},{"name":"Mengmeng Du","is_ca":false},{"name":"Peter S. Liang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09672356757587985,"gpt":0.3966107172403191,"spread":0.2998871496644392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01240151,0.002771627,0.01758892,0.00789675,0.0007128956,0.00359454,0.002046902,0.002422665,0.003906027],"category_scores_gemma":[0.03579935,0.001573252,0.03732123,0.00989335,0.0007264861,0.001720162,0.001667247,0.001775826,0.0003595464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003155222,"about_ca_system_score_gemma":0.004310665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009147584,"about_ca_topic_score_gemma":0.01744427,"domain_scores_codex":[0.9898012,0.004873173,0.00289382,0.0009491855,0.001099151,0.0003834744],"domain_scores_gemma":[0.9735944,0.01994222,0.003962162,0.0006366742,0.001596399,0.0002682116],"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":[0.001167638,0.00002607558,0.004578616,0.4871878,0.4953943,0.0001825318,0.00006493409,0.0005683515,0.0001628896,0.000129438,0.0006857207,0.009851718],"study_design_scores_gemma":[0.0003700337,0.0001850508,0.004933202,0.04075172,0.9510952,0.0001839224,0.0000409096,0.0002055102,0.00009531943,0.0002123416,0.001899851,0.00002703193],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002439978,0.9962954,0.0002993782,0.0001520524,0.00009941265,0.000170012,0.0003716973,0.00001429409,0.0001577639],"genre_scores_gemma":[0.09843103,0.8974079,0.001712217,0.00059598,0.0002319893,0.0007127887,0.0006423777,0.00002215373,0.0002436371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01758892,"threshold_uncertainty_score":0.06558621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213131372","doi":"10.1136/bmjgast-2021-000853","title":"Modelling the benefits of an optimised treatment strategy for 5-ASA in mild-to-moderate ulcerative colitis","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Eisai Korea; Genentech; Eisai; Celltrion; Wellcome Trust; Celgene; Biogen; Gilead Sciences; Amgen; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb; Falk Foundation","keywords":"Medicine; Ulcerative colitis; Maintenance therapy; Regimen; Adverse effect; Mesalazine; Internal medicine; Maintenance dose; Surgery; Chemotherapy; Disease","authors":[{"name":"Édouard Louis","is_ca":false},{"name":"Kristine Paridaens","is_ca":false},{"name":"Sameer Al Awadhi","is_ca":false},{"name":"Jakob Begun","is_ca":false},{"name":"Jae Hee Cheon","is_ca":false},{"name":"Axel Dignaß","is_ca":false},{"name":"Fernando Magro","is_ca":false},{"name":"Juan Ricardo Márquez","is_ca":false},{"name":"Alexander R. Moschen","is_ca":false},{"name":"Neeraj Narula","is_ca":true},{"name":"Grażyna Rydzewska","is_ca":false},{"name":"M Freddi","is_ca":false},{"name":"Simon Travis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05234413628161311,"gpt":0.3275490046237862,"spread":0.2752048683421731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336388,0.000989346,0.001447349,0.0008537698,0.0003235441,0.001592741,0.001258635,0.002164491,0.004947645],"category_scores_gemma":[0.008192961,0.0007958937,0.002485582,0.0008946263,0.0005071998,0.0008751308,0.0005638414,0.001340067,0.0002461521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521604,"about_ca_system_score_gemma":0.00225944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02295244,"about_ca_topic_score_gemma":0.01206749,"domain_scores_codex":[0.9990104,0.0007093271,0.00003022395,0.00008375765,0.0000557315,0.0001104788],"domain_scores_gemma":[0.9923953,0.006660605,0.0004888897,0.00006648788,0.0001960482,0.0001926117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000245153,0.00003694173,0.001298261,0.00006171072,0.00009825981,0.00003628225,0.0000105905,0.9965351,0.0000520936,0.0005188746,0.00007869103,0.001028145],"study_design_scores_gemma":[0.000218488,0.0003349723,0.0009833145,0.00004364559,0.0002459948,0.00003387527,0.00002870694,0.9956317,0.0000838313,0.00206713,0.0003151552,0.00001319583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9438898,0.003275028,0.04038873,0.001957976,0.00009797822,0.0002734112,0.001943163,0.0000826778,0.008091263],"genre_scores_gemma":[0.9905012,0.0007283447,0.00578715,0.000191863,0.00001975026,0.000174149,0.0004548717,0.00001230339,0.002130416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295244,"threshold_uncertainty_score":0.04563767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297373206","doi":"10.1136/bmjgast-2022-000985","title":"Two unique biological response-modifier glucans beneficially regulating gut microbiota and faecal metabolome in a non-alcoholic steatohepatitis animal model, with potential applications in human health and disease","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Metabolome; Steatohepatitis; Gut flora; Synbiotics; Human health; Food science; Microbiome; Animal model; Biology; Medicine; Fatty liver; Metabolomics; Disease; Microbiology; Probiotic; Bacteria; Biochemistry; Environmental health; Bioinformatics","authors":[{"name":"Senthilkumar Preethy","is_ca":false},{"name":"Nobunao Ikewaki","is_ca":false},{"name":"Gary Levy","is_ca":true},{"name":"Kadalraja Raghavan","is_ca":false},{"name":"Vidyasagar Devaprasad Dedeepiya","is_ca":false},{"name":"Naoki Yamamoto","is_ca":false},{"name":"Subramaniam Srinivasan","is_ca":false},{"name":"Natarajan Ranganathan","is_ca":false},{"name":"Masaru Iwasaki","is_ca":false},{"name":"Rajappa Senthilkumar","is_ca":false},{"name":"Samuel JK Abraham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02174897171130074,"gpt":0.3355408502773934,"spread":0.3137918785660926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127386,0.0004137762,0.0003026443,0.0002786793,0.0001193815,0.0002761732,0.0001502285,0.000308888,0.0008072478],"category_scores_gemma":[0.0001018205,0.0001030568,0.0002480427,0.0001628,0.0002087395,0.000215394,0.0001697689,0.000480715,0.0001009976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953663,"about_ca_system_score_gemma":0.0002986942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005088455,"about_ca_topic_score_gemma":0.001127434,"domain_scores_codex":[0.9999093,0.00001322767,0.000006196306,0.00002289997,0.00002373541,0.00002472316],"domain_scores_gemma":[0.9998981,0.000005574541,0.00003391537,0.000007561749,0.00001211918,0.00004260725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002818064,0.0003648411,0.0005776857,0.00006407388,0.00001364074,0.00004926912,0.000009375623,0.00005693357,0.9929137,0.00004165269,0.0000353938,0.003055476],"study_design_scores_gemma":[0.0004075172,0.01723528,0.04188769,0.00003773059,0.0001495913,0.0003247152,0.0001618452,0.001249131,0.9353797,0.0001536593,0.002979929,0.00003307124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981389,0.000447121,0.000763425,0.00007389817,0.00003323794,0.0000306381,0.0001905709,0.00002550133,0.0002966783],"genre_scores_gemma":[0.9934921,0.0007449107,0.003422797,0.0001250921,0.00001446335,0.00008569926,0.0003518555,0.00001090294,0.001752099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008072478,"threshold_uncertainty_score":0.002700567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107683537","doi":"10.1136/bmjgast-2014-000028","title":"Effects of proton pump inhibitors and histamine-2 receptor antagonists on response to fidaxomicin or vancomycin in patients with <i>Clostridium difficile-</i>associated diarrhoea","year":2015,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Calgary; Université de Montréal","funders":"National Institute for Health and Care Research; American College of Gastroenterology","keywords":"Fidaxomicin; Medicine; Internal medicine; Hypoalbuminemia; Vancomycin; Clostridium difficile; Gastroenterology; Enterocolitis; Leukocytosis; Antibiotics; Microbiology; Staphylococcus aureus","authors":[{"name":"Karl Heinz Weiss","is_ca":true},{"name":"Thomas Louie","is_ca":true},{"name":"Mark A. Miller","is_ca":true},{"name":"Kathleen M. Mullane","is_ca":false},{"name":"Derrick W. Crook","is_ca":false},{"name":"Sherwood L. Gorbach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02090058366457924,"gpt":0.3106496917678244,"spread":0.2897491081032451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002250205,0.0003964129,0.001706439,0.0002562826,0.0002539452,0.0005810675,0.000312206,0.0007262069,0.001094439],"category_scores_gemma":[0.005618129,0.0002232599,0.002209145,0.0003590671,0.0002940477,0.0004982316,0.0003644752,0.001011905,0.0001152864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006837272,"about_ca_system_score_gemma":0.0006659276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009619028,"about_ca_topic_score_gemma":0.001923024,"domain_scores_codex":[0.9983066,0.0009382645,0.0001919162,0.0001688423,0.0001382225,0.0002561704],"domain_scores_gemma":[0.9951369,0.002432073,0.001189627,0.0001243068,0.000152494,0.0009646305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5657935,0.004452844,0.3601619,0.0006619499,0.004059139,0.0003559585,0.0002739626,0.001227086,0.004086272,0.00004452013,0.0006517168,0.05823128],"study_design_scores_gemma":[0.02090903,0.1351756,0.8375387,0.0001079119,0.002528765,0.0003698286,0.0001911396,0.001412345,0.0009126073,0.00006149727,0.0007380774,0.00005457623],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982024,0.001352987,0.00002656328,0.00009734214,0.00002288644,0.00003142984,0.00008098588,0.000002895424,0.0001824624],"genre_scores_gemma":[0.9992498,0.0002817111,0.00007158949,0.00009982695,0.00004842241,0.00002958253,0.0001429688,0.000001342255,0.00007471112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002250205,"threshold_uncertainty_score":0.01190037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393238375","doi":"10.1136/bmjgast-2023-001287","title":"Pruritus in primary biliary cholangitis is under-recorded in patient medical records","year":2024,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Medicine; Medical record; General surgery; Internal medicine; Gastroenterology","authors":[{"name":"Usha Gungabissoon","is_ca":false},{"name":"Helen T. Smith","is_ca":false},{"name":"Robyn von Maltzahn","is_ca":false},{"name":"John Logie","is_ca":false},{"name":"Jolyon Fairburn-Beech","is_ca":false},{"name":"Liyuan Ma","is_ca":false},{"name":"P Dhirishiya","is_ca":false},{"name":"Ashleigh McGirr","is_ca":true},{"name":"Jacob N. Hunnicutt","is_ca":false},{"name":"Christopher Rowe","is_ca":false},{"name":"Meghan Tierney","is_ca":false},{"name":"Haley S. Friedler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0274096998027941,"gpt":0.3405301223294577,"spread":0.3131204225266636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004975556,0.0001768143,0.0004901023,0.001963887,0.0004392492,0.001047432,0.0005069241,0.0004090306,0.001629055],"category_scores_gemma":[0.02697197,0.000233181,0.0005184304,0.003601669,0.00048181,0.001037408,0.001137895,0.0005340534,0.0003340215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004975129,"about_ca_system_score_gemma":0.0006542242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852537,"about_ca_topic_score_gemma":0.004443042,"domain_scores_codex":[0.9865336,0.005785409,0.003666306,0.001035197,0.002510963,0.000468447],"domain_scores_gemma":[0.9479167,0.01004474,0.036375,0.002001494,0.003061125,0.0006010552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006054816,0.000026268,0.9963237,0.00014982,0.00006208702,0.00005357138,0.0002144082,0.00002691273,0.00008871817,0.00002433234,0.0002304921,0.002739082],"study_design_scores_gemma":[0.000008126449,0.0001230655,0.997572,0.0001256559,0.00004453387,0.0006324447,0.0004118437,0.0001161677,0.000133365,0.00001790054,0.0008085593,0.000006413467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858807,0.002392345,0.0007272426,0.000455543,0.00003711536,0.0002263082,0.006915219,0.00003647949,0.003328967],"genre_scores_gemma":[0.9958907,0.0005612427,0.0005385826,0.000129968,0.00004626451,0.00009508955,0.002553268,0.000004174618,0.0001807248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004975556,"threshold_uncertainty_score":0.0263136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164881339","doi":"10.1136/bmjgast-2020-000588","title":"Association between antidepressant medication use and steroid dependency in patients with ulcerative colitis: a population-based study","year":2021,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Crohn's and Colitis UK; Wellcome Trust","keywords":"Medicine; Ulcerative colitis; Corticosteroid; Internal medicine; Antidepressant; Population; Tricyclic antidepressant; Logistic regression; Gastroenterology; Disease","authors":[{"name":"Jonathan Blackwell","is_ca":false},{"name":"Christopher Alexakis","is_ca":false},{"name":"Sonia Saxena","is_ca":false},{"name":"Hanna Creese","is_ca":false},{"name":"Alex Bottle","is_ca":false},{"name":"Irene Petersen","is_ca":false},{"name":"Matthew Hotopf","is_ca":false},{"name":"Richard Pollok","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03131921360806472,"gpt":0.3044109533581574,"spread":0.2730917397500927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008392099,0.0003648096,0.0006898019,0.001254085,0.0006392338,0.000945062,0.0004906266,0.0009540833,0.001849382],"category_scores_gemma":[0.002648189,0.000572515,0.0008394219,0.002507531,0.000389984,0.0008334872,0.0005304842,0.000859481,0.0004117415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568323,"about_ca_system_score_gemma":0.0003213069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739348,"about_ca_topic_score_gemma":0.005743125,"domain_scores_codex":[0.9988359,0.0003005071,0.0002017857,0.0003127274,0.0002227464,0.0001263569],"domain_scores_gemma":[0.9977805,0.0003739322,0.001119591,0.0001947944,0.0002263373,0.0003047814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006613065,0.00003415408,0.9992738,0.0000126935,0.00009214172,0.00004001189,0.00002983105,0.00001009814,0.00005187744,0.000003346999,0.00004067606,0.000345323],"study_design_scores_gemma":[0.00001310124,0.0001415962,0.999218,0.000007670974,0.00006671567,0.0002832139,0.00008596676,0.0000581185,0.00001119544,0.00000696733,0.0001036121,0.000003755662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981382,0.0006957797,0.0000985599,0.00003699692,0.000007674693,0.0000255127,0.0005754288,0.000004387148,0.0004173834],"genre_scores_gemma":[0.9991106,0.0002337625,0.00008281645,0.00004877795,0.00001910119,0.00001933697,0.0003831337,0.000001731885,0.000100807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004739348,"threshold_uncertainty_score":0.009423494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2405289877","doi":"10.1136/bmjgast-2016-000092","title":"Effectiveness of budesonide MMX (Cortiment) for the treatment of mild-to-moderate active ulcerative colitis: study protocol for a prospective multicentre observational cohort study","year":2016,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mesalazine; Budesonide; Medicine; Ulcerative colitis; Internal medicine; Tolerability; MMX; Observational study; Prospective cohort study; Corticosteroid; Disease; Adverse effect","authors":[{"name":"Silvio Danese","is_ca":false},{"name":"Ailsa Hart","is_ca":false},{"name":"Axel Dignaß","is_ca":false},{"name":"Édouard Louis","is_ca":false},{"name":"Geert D’Haens","is_ca":false},{"name":"Iris Dotan","is_ca":false},{"name":"Gerhard Rogler","is_ca":false},{"name":"Laurence D’Agay","is_ca":false},{"name":"Claudio Iannacone","is_ca":false},{"name":"Laurent Peyrin‐Biroulet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04292569221833741,"gpt":0.3844623131944807,"spread":0.3415366209761433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03534667,0.004858547,0.006923039,0.001791198,0.002795871,0.00243853,0.003597838,0.004202264,0.02650872],"category_scores_gemma":[0.02218212,0.002214137,0.005413674,0.002981924,0.002662676,0.002238906,0.002005181,0.004302161,0.007510628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005297707,"about_ca_system_score_gemma":0.01879336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619291,"about_ca_topic_score_gemma":0.004163389,"domain_scores_codex":[0.9822845,0.01074586,0.002275979,0.001766999,0.001541921,0.001384562],"domain_scores_gemma":[0.9836791,0.002834753,0.004439136,0.002130754,0.004423116,0.002493119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8451609,0.02693691,0.01569098,0.0209171,0.003015052,0.0005995228,0.0008857018,0.004820038,0.004472523,0.004150502,0.03164408,0.04170667],"study_design_scores_gemma":[0.7112796,0.1113528,0.0561964,0.005279757,0.002250677,0.0002691926,0.0005657156,0.00376361,0.002404365,0.002767853,0.1035588,0.0003111844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004928615,0.0003154459,0.001566527,0.0001463617,0.0001652362,0.988842,0.00313043,0.00004711936,0.0008582948],"genre_scores_gemma":[0.003464212,0.0001803525,0.001739037,0.0001160274,0.00004523498,0.9931537,0.0009945696,0.000006066531,0.0003009421],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03534667,"threshold_uncertainty_score":0.1869333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281555839","doi":"10.1136/bmjgast-2022-000870","title":"Updated upper limit of normal for serum alanine aminotransferase value in Vietnamese population","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":10,"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":"Alanine aminotransferase; Vietnamese; Medicine; Limit (mathematics); Normal population; Value (mathematics); Population; Aspartate Aminotransferases; Alanine; Internal medicine; Alanine transaminase; Gastroenterology; Environmental health; Statistics; Biochemistry; Mathematics; Chemistry; Mathematical analysis; Amino acid","authors":[{"name":"Nguyen Thi Cam Huong","is_ca":false},{"name":"Sedighe Karimzadeh","is_ca":false},{"name":"Nguyen Thi Thanh","is_ca":false},{"name":"Thuan Minh Tieu","is_ca":true},{"name":"Ghada Mohamed Sabbah","is_ca":false},{"name":"Khaled Ismaeil","is_ca":false},{"name":"Dang Nguyen Trung an","is_ca":false},{"name":"Lai To Huong","is_ca":false},{"name":"Nguyen Tien Huy","is_ca":false},{"name":"Pham Thi Le Hoa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02688397228942506,"gpt":0.3268695106819281,"spread":0.299985538392503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009813407,0.0002018671,0.0002735112,0.0008151947,0.0002291837,0.0004547212,0.0003420912,0.0002089225,0.001482314],"category_scores_gemma":[0.002868859,0.0001045879,0.000151145,0.0008824932,0.0001756283,0.0003510482,0.0002660108,0.0003345135,0.0002147374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005223488,"about_ca_system_score_gemma":0.000499586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321241,"about_ca_topic_score_gemma":0.006651741,"domain_scores_codex":[0.9993457,0.0002145546,0.0001275029,0.00009019719,0.000130701,0.00009140457],"domain_scores_gemma":[0.9984944,0.0002382546,0.00053829,0.00006264473,0.000471499,0.0001950037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001296476,0.00003898382,0.9861757,0.000126075,0.00003267269,0.0003797599,0.000325452,0.00007737894,0.0004113252,0.0001135052,0.001943391,0.01024609],"study_design_scores_gemma":[0.00001311507,0.0001323999,0.9916258,0.0001358872,0.0000355628,0.001156479,0.0005993794,0.0004346264,0.0003040562,0.0001387432,0.005412324,0.00001170713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804097,0.008607423,0.001153171,0.0008999961,0.0001665419,0.00008061214,0.004428471,0.0000514965,0.004202541],"genre_scores_gemma":[0.9956889,0.0010869,0.0007208161,0.0001425653,0.00003822918,0.00007275977,0.001752435,0.000006239622,0.0004911502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321241,"threshold_uncertainty_score":0.02627105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414516114","doi":"10.1136/bmjgast-2025-001893","title":"Endoscopic ultrasound for pancreatic cystic lesions: a narrative review","year":2025,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Endoscopic ultrasound; Modalities; Dysplasia; Narrative review; Pancreas; Endomicroscopy; Review article; Clinical Practice","authors":[{"name":"Lucía Guilabert","is_ca":false},{"name":"Sara Nikolić","is_ca":false},{"name":"Enrique de‐Madaria","is_ca":false},{"name":"Giuseppe Vanella","is_ca":true},{"name":"Gabriele Capurso","is_ca":true},{"name":"Matteo Tacelli","is_ca":true},{"name":"Marcello Maida","is_ca":false},{"name":"Cătălina Vlăduţ","is_ca":false},{"name":"Cecilie Siggaard Knoph","is_ca":false},{"name":"Dario Quintini","is_ca":false},{"name":"Gabriele Rancatore","is_ca":false},{"name":"Giuseppe Infantino","is_ca":false},{"name":"Ilaria Tarantino","is_ca":false},{"name":"Giacomo Emanuele Maria Rizzo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1128255459436128,"gpt":0.4965704995057301,"spread":0.3837449535621172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006875762,0.0009016258,0.001399784,0.005272977,0.0003580959,0.001274514,0.0008786262,0.001089642,0.004982567],"category_scores_gemma":[0.002706732,0.000313751,0.00100207,0.005019799,0.0005149367,0.00167189,0.0007916273,0.001073368,0.001391591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005830567,"about_ca_system_score_gemma":0.001931644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520596,"about_ca_topic_score_gemma":0.002390285,"domain_scores_codex":[0.9996613,0.00006029513,0.00009692569,0.00006071763,0.00009893847,0.00002190676],"domain_scores_gemma":[0.9986882,0.0008376462,0.0002295024,0.00002846673,0.000168881,0.00004725951],"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":[0.00007577548,0.0000427871,0.0006569742,0.1140166,0.0002818871,0.001005572,0.0002156114,0.000290895,0.0006545219,0.002298455,0.04316059,0.8373004],"study_design_scores_gemma":[0.00002789322,0.0001033713,0.003413219,0.08970124,0.001015669,0.01347292,0.000271331,0.0001239216,0.0002966005,0.001919652,0.8896055,0.00004866469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008068073,0.9990896,0.00004932262,0.0001813474,0.0001033954,0.00000530341,0.00002203289,0.000003940039,0.0004643041],"genre_scores_gemma":[0.0005684497,0.9988524,0.0001021452,0.0001800102,0.0001312373,0.000006077137,0.0000290779,0.000001215918,0.0001294323],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005272977,"threshold_uncertainty_score":0.01666832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362466661","doi":"10.1136/bmjgast-2023-001115","title":"Changes in health-related quality of life and associations with improvements in clinical efficacy: a Phase 2 study of mirikizumab in patients with ulcerative colitis","year":2023,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Eli Lilly and Company","keywords":"Ulcerative colitis; Medicine; Quality of life (healthcare); Internal medicine; Phases of clinical research; Intensive care medicine; Clinical trial; Disease; Nursing","authors":[{"name":"Marla C. Dubinsky","is_ca":false},{"name":"Vipul Jairath","is_ca":true},{"name":"Brian G. Feagan","is_ca":true},{"name":"April N. Naegeli","is_ca":false},{"name":"Jay Tuttle","is_ca":false},{"name":"Nathan Morris","is_ca":false},{"name":"Mingyang Shan","is_ca":false},{"name":"Vipin Arora","is_ca":false},{"name":"Trevor Lissoos","is_ca":false},{"name":"Noah Agada","is_ca":false},{"name":"Toshifumi Hibi∥","is_ca":false},{"name":"Bruce E. Sands","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04069184626375306,"gpt":0.3851614427647853,"spread":0.3444695965010322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003204172,0.001151475,0.001687086,0.0003498489,0.0003168816,0.0006320402,0.0004768631,0.000763838,0.001666578],"category_scores_gemma":[0.001575388,0.0006168804,0.001209806,0.0003552323,0.0005624115,0.0006258648,0.0003308447,0.001622724,0.0002779989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004128591,"about_ca_system_score_gemma":0.0005672557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002812881,"about_ca_topic_score_gemma":0.0005743993,"domain_scores_codex":[0.9991828,0.0004566634,0.00005192156,0.0001206089,0.000111872,0.00007622228],"domain_scores_gemma":[0.9989834,0.0002259783,0.0003679622,0.00007529238,0.00007406205,0.0002732396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7598647,0.06684309,0.06284717,0.0009307006,0.003152401,0.0002130898,0.000354445,0.001091314,0.03384592,0.00006767934,0.0009700537,0.06981948],"study_design_scores_gemma":[0.3099615,0.4202865,0.2615171,0.00004448535,0.001704177,0.0003443564,0.00007986123,0.00177086,0.003010849,0.00008959392,0.001135334,0.0000553447],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979188,0.001034303,0.0001756394,0.00008532931,0.00002010451,0.0003618557,0.0001629204,0.00001606952,0.0002249737],"genre_scores_gemma":[0.9967293,0.0005594896,0.0007993579,0.0002169156,0.0000816126,0.0007191653,0.0004397993,0.000006742157,0.0004476267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003204172,"threshold_uncertainty_score":0.01694548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1944202795","doi":"10.1136/bmjgast-2015-000029","title":"Low-residue breakfast during the preparation for colonoscopy using a polyethylene glycol electrolyte solution: a randomised non-inferiority trial","year":2015,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Medicine; Colonoscopy; PEG ratio; Randomized controlled trial; Surgery; Internal medicine; Randomization; Gastroenterology; Colorectal cancer","authors":[{"name":"Jennifer A. Flemming","is_ca":true},{"name":"Jordan J. Green","is_ca":true},{"name":"Andrea Melichárková","is_ca":true},{"name":"Stephen Vanner","is_ca":true},{"name":"Lawrence Hookey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04876162077069159,"gpt":0.3773805018295405,"spread":0.328618881058849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005702518,0.001709602,0.004790518,0.0005023099,0.0004750324,0.001398692,0.001099608,0.003903666,0.006992185],"category_scores_gemma":[0.009376126,0.0005854116,0.003352441,0.0004817128,0.00181831,0.001306385,0.0005703926,0.003398285,0.0008167489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000903158,"about_ca_system_score_gemma":0.00165348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004713262,"about_ca_topic_score_gemma":0.0007622812,"domain_scores_codex":[0.9959824,0.002862689,0.0002912601,0.0004073919,0.0002270743,0.0002291276],"domain_scores_gemma":[0.9946963,0.002820663,0.001267494,0.0004373408,0.0002468561,0.0005314071],"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":[0.9872562,0.00180817,0.0002654759,0.001475122,0.001086853,0.00003188815,0.00003404974,0.0001355628,0.0008562648,0.000104534,0.000223751,0.006722095],"study_design_scores_gemma":[0.9607278,0.03683899,0.0005534862,0.0001340211,0.0008387862,0.00002721028,0.00001006111,0.0002049816,0.0001812934,0.0001766745,0.0002972359,0.000009462671],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497529,0.02185367,0.003084369,0.0026772,0.002521703,0.01551256,0.0008662739,0.0001666825,0.003564594],"genre_scores_gemma":[0.970813,0.004708143,0.003538019,0.002514026,0.001294342,0.01390219,0.0005080761,0.00003087354,0.002691325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006992185,"threshold_uncertainty_score":0.03015822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406172313","doi":"10.1136/bmjgast-2024-001516","title":"Cardiovascular events observed among patients in the etrasimod clinical programme: an integrated safety analysis of patients with moderately to severely active ulcerative colitis","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital; McGill University Health Centre","funders":"Pfizer","keywords":"Medicine; Bradycardia; Internal medicine; Adverse effect; Cohort; Placebo; Coronary artery disease; Cardiology; Ulcerative colitis; Anesthesia; Heart rate; Disease; Blood pressure","authors":[{"name":"Séverine Vermeire","is_ca":false},{"name":"David T. Rubin","is_ca":false},{"name":"Laurent Peyrin-Biroulet","is_ca":true},{"name":"Marla C. Dubinsky","is_ca":false},{"name":"Miguel Regueiro","is_ca":false},{"name":"Peter M. Irving","is_ca":true},{"name":"Martina Goetsch","is_ca":false},{"name":"Krisztina Lazin","is_ca":false},{"name":"Guibao Gu","is_ca":false},{"name":"Joseph Wu","is_ca":false},{"name":"Irene Modesto","is_ca":false},{"name":"Aoibhinn McDonnell","is_ca":false},{"name":"Xiang Guo","is_ca":false},{"name":"Jesse Green","is_ca":false},{"name":"Alexis B Dalam","is_ca":false},{"name":"Andrés Yarur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02492428593966112,"gpt":0.3153048288079002,"spread":0.2903805428682391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001676728,0.0002789677,0.0006483247,0.0005731953,0.0002395491,0.000609611,0.000252193,0.0003546358,0.0007674788],"category_scores_gemma":[0.002747871,0.0001841284,0.0008679893,0.0007394683,0.0002228855,0.0003286234,0.0004963881,0.000474003,0.000109892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083457,"about_ca_system_score_gemma":0.0003136774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005775209,"about_ca_topic_score_gemma":0.0008625852,"domain_scores_codex":[0.9986264,0.0005573221,0.0001542515,0.0002725481,0.0002958532,0.00009374052],"domain_scores_gemma":[0.9971655,0.0005639569,0.001631549,0.0001774692,0.000193085,0.000268552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01020253,0.0003979824,0.9745826,0.0001595454,0.000876124,0.0001068992,0.00008510241,0.00030425,0.001437064,0.00002069808,0.0001959435,0.01163107],"study_design_scores_gemma":[0.000441052,0.002669952,0.9957103,0.00001620981,0.0002237956,0.0001647909,0.00003605153,0.0003579245,0.0001358503,0.00001297115,0.0002251992,0.000005937052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985508,0.0004626993,0.000123121,0.00002402361,0.000002989879,0.00005344994,0.0004772891,0.000005427315,0.0003002569],"genre_scores_gemma":[0.998708,0.0001419013,0.000120128,0.00003240293,0.00001893371,0.00003709785,0.0008527387,0.000001507434,0.00008728763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001676728,"threshold_uncertainty_score":0.008867443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173773424","doi":"10.1136/bmjgast-2021-000677","title":"Higher adenoma detection, sessile serrated lesion detection and proximal sessile serrated lesion detection are associated with physician specialty and performance on Direct Observation of Procedural Skills","year":2021,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Colonoscopy; Specialty; Internal medicine; Graduation (instrument); Population; Gastroenterology; Retrospective cohort study; Colorectal cancer; Pathology; Cancer","authors":[{"name":"Jennifer J. Telford","is_ca":true},{"name":"Lovedeep Gondara","is_ca":true},{"name":"Steven Pi","is_ca":true},{"name":"Laura Gentile","is_ca":true},{"name":"Robert Enns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03446609980933243,"gpt":0.2932431673165947,"spread":0.2587770675072623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456602,0.0001646913,0.0001672084,0.0006557947,0.0001711885,0.0003367747,0.0001941893,0.0003413253,0.002803163],"category_scores_gemma":[0.003562922,0.0002276813,0.0003536604,0.0005104337,0.0002295293,0.000280817,0.0003630049,0.0003770154,0.0003064326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495046,"about_ca_system_score_gemma":0.0002031254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290655,"about_ca_topic_score_gemma":0.003720031,"domain_scores_codex":[0.9995566,0.00009965981,0.00004258219,0.000101361,0.0001139839,0.00008580339],"domain_scores_gemma":[0.9963824,0.0007160357,0.002073361,0.0001154116,0.0001830831,0.0005297815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001956305,0.00001016309,0.999561,0.000002559652,0.00001246217,0.00002233406,0.00001232502,0.000008782702,0.00007633947,0.000001576075,0.00001530587,0.0002576764],"study_design_scores_gemma":[8.94607e-7,0.0000364659,0.9996926,0.000001331148,0.000004582247,0.0001544979,0.00002843043,0.00003941535,0.00001572542,0.000001965192,0.00002356732,5.042382e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994853,0.0001311683,0.00004557658,0.0000228503,0.000002320694,0.000002696045,0.00008815656,0.000002735536,0.0002193715],"genre_scores_gemma":[0.9997416,0.00003880936,0.00003898256,0.000007313751,0.000005082773,0.000001699594,0.00007641839,5.724275e-7,0.00008950043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00290655,"threshold_uncertainty_score":0.009377539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285806969","doi":"10.1136/bmjgast-2022-000909","title":"Synthesis and characterisation of a cancerous liver for presurgical planning and training applications","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Nottingham; Trent University; Nottingham University Hospitals NHS Trust; Nottingham Trent University","keywords":"Medicine; Medical physics; Training (meteorology); General surgery; Radiology; Medical education","authors":[{"name":"Richard Arm","is_ca":false},{"name":"Arash Shahidi","is_ca":false},{"name":"Christopher Clarke","is_ca":false},{"name":"Edward Alabraba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09829293563689388,"gpt":0.3769139628482341,"spread":0.2786210272113402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003054887,0.0002362631,0.0001089507,0.0004308671,0.0001424088,0.0002544566,0.0001367594,0.0003857024,0.001425819],"category_scores_gemma":[0.0002703415,0.0001321196,0.0001944292,0.0002268664,0.0002524728,0.0001984942,0.000150242,0.0001828838,0.0004103598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477353,"about_ca_system_score_gemma":0.0001954679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002286348,"about_ca_topic_score_gemma":0.0006722884,"domain_scores_codex":[0.9998487,0.00001468822,0.00001264725,0.00003260373,0.00007683795,0.00001447673],"domain_scores_gemma":[0.9997323,0.00005734281,0.00007106009,0.00003479815,0.00007687511,0.00002759505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001898189,0.000007892841,0.000170874,0.0000781278,0.00000199843,0.00009468243,0.00003384268,0.0006182596,0.9963819,0.00005635127,0.00002383043,0.002513271],"study_design_scores_gemma":[0.00000578475,0.0004396255,0.003021078,0.00001473536,0.00001240178,0.0004580769,0.00005195175,0.001488805,0.9904474,0.00004847111,0.004002814,0.000008901961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293319,0.001273823,0.0634685,0.00007874141,0.00004229998,0.0001693187,0.00038898,0.0001922697,0.005054176],"genre_scores_gemma":[0.9597652,0.0004456366,0.03626907,0.00004109539,0.000008158026,0.0001097396,0.0002785503,0.00005466209,0.003027905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001425819,"threshold_uncertainty_score":0.004769862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405308063","doi":"10.1136/bmjgast-2024-001347","title":"Effectiveness of tofacitinib in patients with ulcerative colitis: an updated systematic review and meta-analysis of real-world studies","year":2024,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tofacitinib; Ulcerative colitis; Medicine; Meta-analysis; Systematic review; Internal medicine; MEDLINE; Colitis; Gastroenterology; Disease; Rheumatoid arthritis","authors":[{"name":"Chien-Hung Lin","is_ca":false},{"name":"Wei Liu","is_ca":false},{"name":"Chuan Wan","is_ca":false},{"name":"Hsin-Hui Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05309760492421148,"gpt":0.3957520212901922,"spread":0.3426544163659807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02439719,0.003007909,0.0209375,0.01260249,0.0005879239,0.003854728,0.002166261,0.002173784,0.002634438],"category_scores_gemma":[0.04755091,0.001670233,0.0393758,0.01104314,0.0006773798,0.002317427,0.001589117,0.001945946,0.0002232724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00400888,"about_ca_system_score_gemma":0.005346207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006326562,"about_ca_topic_score_gemma":0.01462451,"domain_scores_codex":[0.9813676,0.008874324,0.005896901,0.001354532,0.002100961,0.0004056479],"domain_scores_gemma":[0.9704929,0.01968716,0.0060107,0.0007365007,0.002733825,0.0003389952],"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":[0.001532144,0.00002336403,0.003274768,0.4140028,0.5661404,0.0001339392,0.00008906994,0.0004954383,0.0001658568,0.00009684895,0.0005798346,0.01346541],"study_design_scores_gemma":[0.0005325966,0.000168259,0.003722873,0.03933429,0.9540349,0.0001461677,0.00005101683,0.0001625913,0.00009452121,0.0001306271,0.001593871,0.00002831858],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002767964,0.995905,0.0002930987,0.0001829157,0.0001133097,0.0001877767,0.0004154654,0.00001253655,0.0001219234],"genre_scores_gemma":[0.09841776,0.8963527,0.002273624,0.0006665387,0.0002282246,0.001005899,0.0008783363,0.00002243522,0.0001545029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02439719,"threshold_uncertainty_score":0.1290262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309664833","doi":"10.1136/bmjgast-2022-001022","title":"Measurement of clinical delay intervals among younger adults with colorectal cancer using health administrative data: a population-based analysis","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Cancer Care Ontario","keywords":"Medicine; Population; Confidence interval; Colorectal cancer; Cohort; Stage (stratigraphy); Retrospective cohort study; Pediatrics; Diagnosis code; Cohort study; Disease; Cancer; Internal medicine","authors":[{"name":"Matthew Castelo","is_ca":true},{"name":"Lawrence Paszat","is_ca":true},{"name":"Bettina E. Hansen","is_ca":true},{"name":"Adena Scheer","is_ca":true},{"name":"Neil Faught","is_ca":true},{"name":"Lena Nguyen","is_ca":true},{"name":"Nancy N. Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1895838388075013,"gpt":0.4636480961509774,"spread":0.2740642573434761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002033939,0.0002746157,0.0003759355,0.001638657,0.0006057153,0.0008569194,0.0008001172,0.0003793755,0.0008308494],"category_scores_gemma":[0.00963519,0.0002716836,0.0008247525,0.004035033,0.0003148642,0.0005475372,0.0007224759,0.0006660212,0.0001179408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003994327,"about_ca_system_score_gemma":0.004119633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.475455,"about_ca_topic_score_gemma":0.4265158,"domain_scores_codex":[0.9985334,0.0002520805,0.0002393669,0.0003157369,0.0004017168,0.0002577073],"domain_scores_gemma":[0.9909773,0.001476162,0.005076769,0.0005441514,0.001379757,0.0005457492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002290022,0.000006678213,0.9991156,0.00001110338,0.00004445402,0.00001059185,0.00006655036,0.00006931344,0.00001938766,0.00001633358,0.0001332196,0.0004837269],"study_design_scores_gemma":[0.000004379953,0.00002226325,0.9989247,0.00001134579,0.00003048704,0.00003528965,0.0001801342,0.0004699212,0.00001909789,0.0000169814,0.000281609,0.000003783916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906275,0.0003620331,0.0004992078,0.0001510547,0.000007771827,0.00005038923,0.007818502,0.00001201607,0.0004715646],"genre_scores_gemma":[0.9957672,0.0001509337,0.0003980108,0.00004392631,0.00001122363,0.00004877814,0.003492164,0.000003280281,0.00008442419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.475455,"threshold_uncertainty_score":0.9453751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206554248","doi":"10.1136/bmjgast-2021-000841","title":"Crohn’s disease therapeutic dietary intervention (CD-TDI): study protocol for a randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of Guelph; University of British Columbia; University of Calgary; Athabasca University; University of Alberta","funders":"National Institute for Health and Care Research; Crohn's and Colitis Foundation; University of Alberta; University of Calgary","keywords":"Randomized controlled trial; Protocol (science); Intervention (counseling); Disease; Intention-to-treat analysis; Clinical trial","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03772222354163042,"gpt":0.3750041847302007,"spread":0.3372819611885703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04422506,0.008247647,0.01684784,0.002529141,0.003611851,0.005050331,0.004009802,0.009988732,0.1078737],"category_scores_gemma":[0.03914621,0.00378597,0.005525527,0.004149129,0.004856645,0.004632272,0.002451831,0.009502942,0.02086611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005653054,"about_ca_system_score_gemma":0.01527317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00193913,"about_ca_topic_score_gemma":0.003607039,"domain_scores_codex":[0.9710921,0.01740143,0.003283438,0.002668214,0.002884604,0.002670333],"domain_scores_gemma":[0.9822727,0.005370957,0.003689508,0.002541838,0.003642462,0.002482513],"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":[0.8727289,0.00987788,0.0007609074,0.04193473,0.002333663,0.0003274414,0.0005638327,0.001958795,0.002167446,0.00699524,0.02868637,0.03166471],"study_design_scores_gemma":[0.9272126,0.0173188,0.001603023,0.005911462,0.0009049707,0.00007437604,0.0001424343,0.002017084,0.0006535514,0.003730454,0.04030503,0.000126306],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007091119,0.0002572021,0.001012687,0.0001499044,0.000315458,0.9961913,0.0008300773,0.00007031099,0.0004639753],"genre_scores_gemma":[0.000835525,0.00009430805,0.001079174,0.0001097725,0.00003994477,0.9974768,0.0001050428,0.000004221594,0.0002552529],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1078737,"threshold_uncertainty_score":0.3608736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921127015","doi":"10.1136/bmjgast-2018-000241","title":"<i>PNPLA3</i> gene predicts clinical recovery after sustained virological response in decompensated hepatitis C cirrhosis","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; National Center for Research Resources; Valeant Pharmaceuticals International; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Cirrhosis; Internal medicine; Hepatitis C; Gastroenterology; Virology","authors":[{"name":"Winston Dunn","is_ca":false},{"name":"Anusha Vittal","is_ca":false},{"name":"Jie Zhao","is_ca":false},{"name":"Jianghua He","is_ca":false},{"name":"Shweta Chakraborty","is_ca":false},{"name":"Melissa Whitener","is_ca":false},{"name":"Sara Fohn","is_ca":false},{"name":"Ryan Ash","is_ca":false},{"name":"Ryan M. Taylor","is_ca":false},{"name":"Mojtaba Olyaee","is_ca":false},{"name":"Jody C. Olson","is_ca":false},{"name":"Nancy Todd","is_ca":false},{"name":"Beth Floyd","is_ca":false},{"name":"Prashant Pandya","is_ca":false},{"name":"Melissa Laycock","is_ca":false},{"name":"Timothy M. Schmitt","is_ca":false},{"name":"Steven A. Weinman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04844616455383308,"gpt":0.4013651129321037,"spread":0.3529189483782706,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008103136,0.0003174231,0.000246628,0.0002193624,0.0001989825,0.0003388555,0.0002265551,0.0003964516,0.001507838],"category_scores_gemma":[0.002313785,0.0001233869,0.0004300999,0.0002631234,0.0003011445,0.0001539729,0.0002048203,0.0004907872,0.0001460202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286976,"about_ca_system_score_gemma":0.0002195331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174594,"about_ca_topic_score_gemma":0.001572485,"domain_scores_codex":[0.9997492,0.0001183541,0.00001978287,0.00005270307,0.00002322725,0.00003671955],"domain_scores_gemma":[0.9978918,0.0007424143,0.0009161052,0.0001036968,0.00008090711,0.0002651282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001744574,0.00004765739,0.9946912,0.000008296387,0.00008719454,0.00008044911,0.00002480479,0.00032288,0.001181734,0.00002446288,0.00006762218,0.001719207],"study_design_scores_gemma":[0.00004215747,0.0003298267,0.9967417,0.00000402036,0.00006271531,0.000291151,0.00003210243,0.002050094,0.0002525432,0.0000988634,0.00009020461,0.000004677426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995196,0.0000730861,0.0001229146,0.0000471167,0.000003893331,0.000004230639,0.00009850044,0.000004389572,0.0001263435],"genre_scores_gemma":[0.9997268,0.0000119552,0.00008615026,0.00001477204,0.000005459085,0.000002882893,0.00009611417,0.000001421892,0.00005450675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00174594,"threshold_uncertainty_score":0.005044281,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206749388","doi":"10.1136/bmjgast-2021-000826","title":"Nimble Approach: fast, adapting, calculating and ethically mindful approach to managing colorectal cancer screening programmes during a pandemic","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Ottawa Hospital; Cancer Care Ontario; University of Ottawa; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Colorectal cancer screening; Pandemic; Cancer screening; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Colorectal cancer; MEDLINE","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0511453014411233,"gpt":0.3411046276068889,"spread":0.2899593261657656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03041522,0.001058813,0.0004683113,0.002188159,0.008959624,0.008739351,0.003186411,0.005502154,0.00458569],"category_scores_gemma":[0.03146571,0.0005642126,0.0008367837,0.0009811835,0.0293804,0.0107854,0.01488916,0.007515392,0.0007506759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00874932,"about_ca_system_score_gemma":0.02146057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044976,"about_ca_topic_score_gemma":0.005415649,"domain_scores_codex":[0.9566435,0.03714442,0.0005133429,0.001228527,0.00309193,0.001378353],"domain_scores_gemma":[0.9809031,0.01026055,0.001709976,0.001873941,0.001838653,0.003413701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008070769,0.000366609,0.004267231,0.001159269,0.0000597855,0.002421188,0.5710189,0.00140242,0.002523538,0.2736233,0.0251835,0.1178935],"study_design_scores_gemma":[0.00005699801,0.0003878528,0.003164705,0.001802849,0.00003602139,0.002377089,0.4091374,0.003103262,0.001088656,0.2331686,0.3455325,0.00014405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1751269,0.004430117,0.3448952,0.217796,0.003158144,0.003761719,0.000130516,0.000625479,0.2500758],"genre_scores_gemma":[0.7547021,0.002148231,0.1978205,0.02438134,0.0003037514,0.002613572,0.00007538697,0.0001472972,0.01780779],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03041522,"threshold_uncertainty_score":0.160853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318484589","doi":"10.1136/bmjgast-2022-001009","title":"Can foodborne illness estimates from different countries be legitimately compared?: case study of rates in the UK compared with Australia, Canada and USA","year":2023,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Environmental health; Sociology","authors":[{"name":"Darren Holland","is_ca":false},{"name":"Robin Clifford","is_ca":false},{"name":"Nazmina Mahmoudzadeh","is_ca":false},{"name":"S. O’Brien","is_ca":false},{"name":"Guy M. Poppy","is_ca":false},{"name":"Zebulah Meredith","is_ca":false},{"name":"Harry Grantham-Hill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0848165992955871,"gpt":0.3174111783318749,"spread":0.2325945790362878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01535868,0.0004211367,0.0008277537,0.002714327,0.001394651,0.002375136,0.001173195,0.001199606,0.001782226],"category_scores_gemma":[0.08588611,0.0004033977,0.001068218,0.005394662,0.001487614,0.001600541,0.001879539,0.001169421,0.0001515992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141658,"about_ca_system_score_gemma":0.009286798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8447219,"about_ca_topic_score_gemma":0.7978481,"domain_scores_codex":[0.982685,0.009531219,0.001038791,0.0008848927,0.004002695,0.001857248],"domain_scores_gemma":[0.9595804,0.01868915,0.006748433,0.001647981,0.0122714,0.001062655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005319547,0.0001359514,0.9169192,0.0008852234,0.0005669707,0.004010084,0.01401182,0.007709269,0.0003569397,0.005185637,0.004896799,0.04479013],"study_design_scores_gemma":[0.00005499409,0.0002626956,0.9267329,0.001325454,0.000370732,0.00299402,0.04460114,0.0106993,0.0006548119,0.001205589,0.01093307,0.0001653557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725127,0.003270486,0.003776528,0.004469317,0.000102534,0.000263404,0.001693095,0.00003179783,0.01388013],"genre_scores_gemma":[0.9968891,0.0006091463,0.001415759,0.0002483646,0.000009899647,0.00005533367,0.0003106444,0.00001768037,0.0004442761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552781,"threshold_uncertainty_score":0.3123851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4282002504","doi":"10.1136/bmjgast-2022-000929","title":"Regional variations and associations between colonoscopy resource availability and colonoscopy utilisation: a population-based descriptive study in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Bruyère; Queen's University; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Colonoscopy; Medicine; Descriptive research; Population; Descriptive statistics; Resource (disambiguation); General surgery; Environmental health; Internal medicine; Colorectal cancer; Computer science; Statistics","authors":[{"name":"Colleen Webber","is_ca":true},{"name":"Jennifer A. Flemming","is_ca":true},{"name":"Richard Birtwhistle","is_ca":true},{"name":"Mark W. Rosenberg","is_ca":true},{"name":"Patti A. Groome","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05736723839136942,"gpt":0.3189582793505591,"spread":0.2615910409591897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007054651,0.0002539009,0.0003875001,0.001161508,0.001599642,0.0009764117,0.001032397,0.0003132199,0.001274904],"category_scores_gemma":[0.002167832,0.000378572,0.0005847945,0.003692227,0.0008355436,0.0003736786,0.0007310671,0.0003860382,0.0001419335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01719938,"about_ca_system_score_gemma":0.0164874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903378,"about_ca_topic_score_gemma":0.9944422,"domain_scores_codex":[0.9989096,0.00008433854,0.0001010441,0.0002211967,0.000413783,0.0002699863],"domain_scores_gemma":[0.9977009,0.000170265,0.0008582573,0.00008890912,0.0007803321,0.0004014263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002576105,0.00001039128,0.997352,0.00003639111,0.0000487723,0.00006505235,0.0008045197,0.00007162286,0.0001489312,0.0000282673,0.0004218251,0.0009863449],"study_design_scores_gemma":[0.000002544233,0.00001053784,0.9989794,0.00001571659,0.00001388711,0.00003596634,0.000582182,0.0001032596,0.00001402454,0.00000639061,0.000231523,0.000004552908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938067,0.0005996914,0.000183775,0.0002111009,0.000004664009,0.0000434941,0.00394207,0.00001399377,0.001194564],"genre_scores_gemma":[0.9984953,0.0002249281,0.0001437511,0.00004246709,0.000002714038,0.00001558723,0.0007994808,0.000004081196,0.0002716405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719938,"threshold_uncertainty_score":0.1247908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206211273","doi":"10.1136/bmjgast-2021-000798","title":"Impact of statin treatment on non-invasive tests based predictions of fibrosis in a referral pathway for NAFLD","year":2022,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Gilead Sciences","keywords":"Referral; Fibrosis; Statin; Nonalcoholic fatty liver disease; Atorvastatin; MEDLINE","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05725665580032854,"gpt":0.3820725391611288,"spread":0.3248158833608003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004236109,0.0003857937,0.0005894554,0.0005117023,0.0004800569,0.001113433,0.0005003769,0.0009408403,0.001899959],"category_scores_gemma":[0.03230559,0.0002567165,0.0008933652,0.0007796517,0.0003924129,0.0006122654,0.001014861,0.0007741573,0.0003881975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114044,"about_ca_system_score_gemma":0.001384476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009464608,"about_ca_topic_score_gemma":0.01114887,"domain_scores_codex":[0.9919609,0.005336519,0.0005512709,0.0007659816,0.0009249252,0.0004603371],"domain_scores_gemma":[0.9758497,0.01449705,0.005507585,0.0007939386,0.001145509,0.002206315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002102858,0.0001804125,0.9911988,0.00002227057,0.00009721041,0.0001128676,0.0000894746,0.0003820506,0.0001975645,0.00001905242,0.0001158641,0.005481559],"study_design_scores_gemma":[0.00008249191,0.00147758,0.9930651,0.00003916305,0.000195986,0.0002939373,0.0002243285,0.004132169,0.0002792367,0.00005420601,0.000143698,0.00001220156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989048,0.0002475406,0.0001219347,0.0002547449,0.0000111194,0.0000170001,0.0001101189,0.000009574237,0.0003231452],"genre_scores_gemma":[0.9996285,0.00003530976,0.0001311138,0.00005485777,0.000008136804,0.000005891447,0.00007872729,0.000002045098,0.00005538201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009464608,"threshold_uncertainty_score":0.02240294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133910310","doi":"10.1136/bmjgast-2021-000602","title":"Post-transplant lymphoproliferative disorder as a cause of oesophageal ulceration and stricture: case report and literature review","year":2021,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Complication; Impaction; Surgery; Lymphoproliferative disorders; Internal medicine; Lymphoma","authors":[{"name":"Mariam S Mukhtar","is_ca":true},{"name":"Stephen L. Wolman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01337458531582075,"gpt":0.3343069903849766,"spread":0.3209324050691558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004122173,0.0006346987,0.001120243,0.007307612,0.0007329744,0.00139112,0.0008151198,0.001666825,0.00250848],"category_scores_gemma":[0.001522476,0.000340351,0.0006902438,0.007609271,0.0007233108,0.001933651,0.0006922059,0.0006165656,0.0007185058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005161672,"about_ca_system_score_gemma":0.001146056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126474,"about_ca_topic_score_gemma":0.002087365,"domain_scores_codex":[0.9994013,0.00006909129,0.0002889867,0.00007345869,0.0001115596,0.00005559402],"domain_scores_gemma":[0.9983083,0.0007541089,0.0006444121,0.00004588761,0.0001549748,0.00009233395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002151758,0.000234312,0.03731708,0.06856523,0.0005484523,0.697969,0.001738313,0.0002747379,0.004981893,0.001054874,0.01652453,0.1705765],"study_design_scores_gemma":[0.00002260664,0.0001203798,0.02236669,0.01400537,0.0009582107,0.9011917,0.001497091,0.0001191228,0.000845545,0.00045812,0.05836397,0.00005111928],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02217643,0.9737718,0.0003078412,0.0005919088,0.0003382739,0.00007211331,0.0002178547,0.00002161395,0.002502162],"genre_scores_gemma":[0.1000929,0.8956819,0.0007674876,0.000989557,0.001314383,0.00005507893,0.0003298939,0.000008839453,0.0007599555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007307612,"threshold_uncertainty_score":0.008391738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405675101","doi":"10.1136/bmjgast-2024-001585","title":"Optimising fatigue, abdominal pain and faecal incontinence in people with inflammatory bowel disease (IBD-BOOST Optimise): feasibility study of a checklist and algorithm for initial nurse-led management","year":2024,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Checklist; Psychological intervention; Algorithm; Physical therapy; Calprotectin; Fecal incontinence; Disease; Irritable bowel syndrome; Inflammatory bowel disease; Internal medicine; Surgery; Nursing","authors":[{"name":"Imogen Stagg","is_ca":false},{"name":"Ailsa Hart","is_ca":false},{"name":"Fionn Büttner","is_ca":false},{"name":"Asma Fikree","is_ca":false},{"name":"John McLaughlin","is_ca":false},{"name":"Jean‐Frédéric LeBlanc","is_ca":true},{"name":"Sonia Bouri","is_ca":false},{"name":"Thomas Hamborg","is_ca":false},{"name":"Laura Miller","is_ca":false},{"name":"Christine Norton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135128658782655,"gpt":0.3148925254944989,"spread":0.3013796596162334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01711264,0.0003284095,0.0004468944,0.0004697443,0.0006271809,0.0007393707,0.0006947228,0.0005694496,0.001302768],"category_scores_gemma":[0.02881011,0.0003852272,0.0006624117,0.0002630685,0.0007270233,0.00106381,0.001408644,0.0008121491,0.0001442967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270041,"about_ca_system_score_gemma":0.003424425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001867371,"about_ca_topic_score_gemma":0.003927385,"domain_scores_codex":[0.9942756,0.004177026,0.0003909935,0.0001916194,0.0006757459,0.0002889372],"domain_scores_gemma":[0.9877022,0.008224076,0.001713822,0.0004316082,0.001012269,0.0009160499],"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":[0.009587316,0.02951724,0.2805342,0.01010795,0.0003932869,0.0006450362,0.1052764,0.002134089,0.003443973,0.001010889,0.004541361,0.5528083],"study_design_scores_gemma":[0.02124525,0.2151334,0.6210003,0.004674199,0.0008179535,0.001452631,0.1008626,0.009727102,0.003314733,0.001203421,0.02010701,0.000461377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991322,0.0002135119,0.001777614,0.0005075628,0.00004241527,0.005151161,0.00009718048,0.00002236467,0.000866166],"genre_scores_gemma":[0.9514918,0.000445744,0.03581382,0.0004659523,0.0000311907,0.01105324,0.0001719562,0.000009524643,0.000516783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711264,"threshold_uncertainty_score":0.09050137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379377559","doi":"10.1136/bmjgast-2023-001129","title":"Randomised controlled trials of non-pharmacological interventions to improve patient-reported outcomes of colonoscopy: a scoping review","year":2023,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Colonoscopy; MEDLINE; Intervention (counseling); Randomized controlled trial; Physical therapy; Family medicine; Surgery; Psychiatry; Internal medicine","authors":[{"name":"Colin Sue‐Chue‐Lam","is_ca":true},{"name":"Matthew Castelo","is_ca":true},{"name":"Amina Benmessaoud","is_ca":true},{"name":"Teruko Kishibe","is_ca":true},{"name":"Diego Llovet","is_ca":true},{"name":"Christine Brezden‐Masley","is_ca":true},{"name":"Amy YX Yu","is_ca":true},{"name":"Jill Tinmouth","is_ca":true},{"name":"Nancy N. Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2158260703062578,"gpt":0.5251491580354806,"spread":0.3093230877292228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06093795,0.002719691,0.01556273,0.015697,0.001345595,0.006142469,0.004070971,0.007049799,0.009211885],"category_scores_gemma":[0.2553828,0.002125446,0.01463301,0.01503619,0.002472863,0.005357812,0.0026413,0.002895752,0.001034903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008126119,"about_ca_system_score_gemma":0.02065767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004272034,"about_ca_topic_score_gemma":0.009097555,"domain_scores_codex":[0.917989,0.03970198,0.03137508,0.002550555,0.007439121,0.0009443298],"domain_scores_gemma":[0.7577636,0.1981514,0.03054282,0.003023869,0.00967573,0.0008425032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006505718,0.00004598001,0.0002796167,0.9607566,0.009752936,0.00006288943,0.0001719978,0.0001239931,0.0000932218,0.0003902811,0.0008247053,0.02684722],"study_design_scores_gemma":[0.001222652,0.0004100618,0.001018206,0.9475743,0.04149824,0.00009414642,0.0001932218,0.0000960467,0.0001634573,0.000535505,0.007165029,0.0000292896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001235227,0.9918396,0.000653674,0.000679401,0.0005558897,0.003933042,0.0004386714,0.00002525027,0.0006391451],"genre_scores_gemma":[0.01856641,0.9658834,0.002947918,0.001432602,0.000375655,0.00996479,0.0005380061,0.00002281554,0.0002684081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06093795,"threshold_uncertainty_score":0.3222746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389485404","doi":"10.1136/bmjgast-2023-001209","title":"Progression of the FIB-4 index among patients with chronic HCV infection and early liver disease","year":2023,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Liver Centre","funders":"Merck Sharp and Dohme; Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Medicine; Internal medicine; Liver disease; Liver transplantation; Cumulative incidence; Hepatitis C; Liver biopsy; Gastroenterology; Cohort; Chronic liver disease; Hepatitis C virus; Incidence (geometry); Retrospective cohort study; Transplantation; Biopsy; Immunology; Cirrhosis; Virus","authors":[{"name":"Lisette Krassenburg","is_ca":true},{"name":"Raoel Maan","is_ca":false},{"name":"Amy Puenpatom","is_ca":false},{"name":"Nicole S. Erler","is_ca":false},{"name":"Christoph Welsch","is_ca":false},{"name":"Stijn Van Hees","is_ca":false},{"name":"Orlando Cerrhoci","is_ca":true},{"name":"Johannes Vermehren","is_ca":false},{"name":"Robert J. de Knegt","is_ca":false},{"name":"Bettina E. Hansen","is_ca":true},{"name":"Stefan Zeuzem","is_ca":false},{"name":"Thomas Vanwolleghem","is_ca":false},{"name":"Harry L.A. Janssen","is_ca":true},{"name":"Robert A. de Man","is_ca":false},{"name":"Jordan J. Feld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02470862791830456,"gpt":0.3448497758716279,"spread":0.3201411479533233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008688358,0.000281448,0.0002911749,0.000769272,0.0004411289,0.0005466755,0.0002552429,0.0003853752,0.001013707],"category_scores_gemma":[0.001780309,0.0002349185,0.0002700692,0.0007089917,0.0002954564,0.0006193373,0.0004986609,0.000501175,0.000197172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657446,"about_ca_system_score_gemma":0.0003373268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521878,"about_ca_topic_score_gemma":0.001672043,"domain_scores_codex":[0.9995931,0.00009328495,0.00004928666,0.0001216246,0.00006429161,0.00007832579],"domain_scores_gemma":[0.9985546,0.0002535175,0.0007991152,0.00007766766,0.00009801338,0.0002170726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001160486,0.00001011127,0.9992929,0.0000030348,0.000008196648,0.00003324991,0.00001736076,0.00002221356,0.00006765293,0.000005443487,0.00001576812,0.0004080274],"study_design_scores_gemma":[0.000009420755,0.0001598663,0.9990729,0.000005046787,0.0000131592,0.000403917,0.00006441682,0.0001323953,0.00004646651,0.00002163147,0.00006721429,0.00000356898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999566,0.0001392245,0.00004169573,0.000009902442,0.000001757136,0.000004328104,0.0001270554,0.000001258202,0.0001087853],"genre_scores_gemma":[0.9995665,0.00005251169,0.00005433516,0.000008200293,0.000005741085,0.000005657838,0.0002598931,6.135024e-7,0.00004653862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001521878,"threshold_uncertainty_score":0.004594922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401789843","doi":"10.1136/bmjgast-2024-001375","title":"Optimising the indications for biliary stent placement during endoscopic retrograde cholangiopancreatography: a quality improvement initiative to enhance patient care and reduce healthcare resource utilisation","year":2024,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Alberta Hospital","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Stent; Guideline; Audit; Common bile duct; Surgery; General surgery; Pancreatitis","authors":[{"name":"Suliman Alhaidari","is_ca":true},{"name":"Ibrahim Alzahrani","is_ca":false},{"name":"Manar Alhanaee","is_ca":true},{"name":"A Decanini","is_ca":true},{"name":"Mahmod Mohamed","is_ca":true},{"name":"Sergio Zepeda-Gómez","is_ca":true},{"name":"Pamela Mathura","is_ca":true},{"name":"Julie Zhang","is_ca":true},{"name":"Gurpal Sandha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04163248632640058,"gpt":0.3851260479968308,"spread":0.3434935616704302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03139787,0.0004534149,0.0005024768,0.003571288,0.0006877899,0.002205197,0.0009933866,0.000519312,0.0006375241],"category_scores_gemma":[0.05551985,0.0004547312,0.0005853192,0.003298305,0.0008834814,0.001503506,0.001944009,0.0005598598,0.0001299843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002855453,"about_ca_system_score_gemma":0.008397681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006180761,"about_ca_topic_score_gemma":0.008829952,"domain_scores_codex":[0.9788664,0.01258528,0.003168859,0.00107921,0.00331872,0.0009815772],"domain_scores_gemma":[0.9088845,0.02324247,0.0489966,0.003241456,0.01101444,0.004620679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004655872,0.0007922591,0.8620215,0.00147369,0.00008973183,0.0001301327,0.002004492,0.0008563822,0.001240258,0.0001210998,0.001044036,0.1297609],"study_design_scores_gemma":[0.0001052377,0.00163067,0.9919258,0.0004115011,0.0000840229,0.0002192808,0.001650808,0.001139038,0.0009904089,0.00009041668,0.001724021,0.00002886277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836765,0.002991441,0.005828306,0.003139623,0.00005148566,0.001801695,0.0004774598,0.0001718198,0.001861748],"genre_scores_gemma":[0.9760714,0.001702589,0.02023042,0.0003281175,0.00007499852,0.0009782088,0.0004284553,0.00001256765,0.0001732455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03139787,"threshold_uncertainty_score":0.1660498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994339410","doi":"10.1136/bmjgast-2019-000319","title":"Adult-onset autoimmune-type enteropathy: potential relationship to an adverse drug reaction","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Enteropathy; Medicine; Intraepithelial lymphocyte; Lymphocytosis; Neutropenia; Gastroenterology; Autoimmune disease; Serology; Diarrhea; Internal medicine; Protein losing enteropathy; Epigastric pain; Immunology; Disease; Chemotherapy; Vomiting; Antibody; Immune system","authors":[{"name":"Runjan Chetty","is_ca":true},{"name":"Maria Cino","is_ca":true},{"name":"Allan Okrainec","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02517581479782044,"gpt":0.3540475729578003,"spread":0.3288717581599798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003630167,0.0005575537,0.0004236886,0.0006692327,0.000496704,0.0005753077,0.0002762495,0.001706934,0.002710375],"category_scores_gemma":[0.002268593,0.0002065483,0.0003363857,0.000509315,0.0006178342,0.0007404131,0.0004987025,0.001020138,0.000650019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243374,"about_ca_system_score_gemma":0.0002029318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004084967,"about_ca_topic_score_gemma":0.0004307872,"domain_scores_codex":[0.999721,0.00005596764,0.00004456528,0.0000427602,0.00004037612,0.00009523222],"domain_scores_gemma":[0.9985626,0.0004849275,0.0005112345,0.0001247076,0.000107397,0.0002091613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001671743,0.0000729731,0.0910261,0.00008418511,0.00001685612,0.901041,0.000191387,0.00009769631,0.002446442,0.0004095798,0.000417942,0.004028624],"study_design_scores_gemma":[0.00001529753,0.000158277,0.02032197,0.0000221074,0.00001475076,0.9772757,0.0001024291,0.0001779674,0.0005592707,0.0001222195,0.001225525,0.000004465957],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750683,0.007381714,0.003228311,0.001151917,0.0001358329,0.00007453781,0.0001038631,0.0001233188,0.01273212],"genre_scores_gemma":[0.9968339,0.0009835816,0.0008967166,0.0003825579,0.0002896054,0.000006703791,0.00003610024,0.000006511364,0.0005643409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002710375,"threshold_uncertainty_score":0.009067118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949706080","doi":"10.1136/bmjgast-2019-000305","title":"The Role of transanal (Ta) dissection in the management of difficult primary and recurrent rectal cancer","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Hôpital Saint-François d'Assise","funders":"","keywords":"Medicine; Surgery; Total mesorectal excision; Dissection (medical); Colorectal cancer; Perioperative; Cohort; Retrospective cohort study; Anastomosis; Cancer; Internal medicine","authors":[{"name":"Valérie Courval","is_ca":true},{"name":"Sébastien Drolet","is_ca":true},{"name":"Alexandre Bouchard","is_ca":true},{"name":"Philippe Bouchard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01542007822798797,"gpt":0.3282332559830387,"spread":0.3128131777550507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006643603,0.0001612769,0.0001690933,0.0007106132,0.0002943038,0.0007308042,0.0003085107,0.0001931865,0.00102014],"category_scores_gemma":[0.003349255,0.00008332622,0.0001976871,0.0004834459,0.0004079016,0.0004127123,0.0003436568,0.0003434824,0.000238176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002819416,"about_ca_system_score_gemma":0.0003973585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006817972,"about_ca_topic_score_gemma":0.001875245,"domain_scores_codex":[0.9997293,0.000069708,0.00005172646,0.00003775395,0.00006568838,0.0000457953],"domain_scores_gemma":[0.9979457,0.0004685981,0.001054953,0.0000663569,0.0001740802,0.000290346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001978004,0.00004705385,0.9259647,0.0001935246,0.00004113522,0.004275476,0.0002346803,0.0001625779,0.001161582,0.00004735732,0.0003812733,0.06729295],"study_design_scores_gemma":[0.00001780812,0.0009312143,0.8795738,0.0002723723,0.0001157499,0.1123187,0.001255175,0.000494064,0.001093571,0.0001331096,0.003773552,0.00002086288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878976,0.01000927,0.0003749037,0.0002452631,0.00004480285,0.00001104073,0.00005246468,0.00001373884,0.001351035],"genre_scores_gemma":[0.9947403,0.004257905,0.0006180715,0.00005664962,0.0001249395,0.000005900498,0.00007613056,0.000005954188,0.0001141468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00102014,"threshold_uncertainty_score":0.003513455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402076201","doi":"10.1136/bmjgast-2024-001470","title":"Associations of gut microbiota features and circulating metabolites with systemic inflammation in children","year":2024,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Canadian Institutes of Health Research; Université de Sherbrooke; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Diabète Québec","keywords":"Inflammation; Systemic inflammation; Gut flora; Medicine; Immunology","authors":[{"name":"Bruno Bohn","is_ca":false},{"name":"Curtis Tilves","is_ca":false},{"name":"Yingan Chen","is_ca":false},{"name":"Myriam Doyon","is_ca":true},{"name":"Luigi Bouchard","is_ca":true},{"name":"Patrice Perron","is_ca":true},{"name":"Renée Guérin","is_ca":true},{"name":"Éric Massé","is_ca":true},{"name":"Marie‐France Hivert","is_ca":true},{"name":"Noel T. Mueller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01154797209466457,"gpt":0.2987224994843267,"spread":0.2871745273896621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008404104,0.0005471146,0.0004934606,0.0007298566,0.0003891852,0.0007331452,0.0003160926,0.0005068789,0.001860255],"category_scores_gemma":[0.002334513,0.0003635263,0.0006671209,0.001137883,0.0004071805,0.0005051849,0.0007259689,0.0006679749,0.0002111106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395654,"about_ca_system_score_gemma":0.0004397555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005993071,"about_ca_topic_score_gemma":0.006402789,"domain_scores_codex":[0.9992124,0.0001633038,0.00007550538,0.0002602265,0.0001373515,0.000151242],"domain_scores_gemma":[0.9983176,0.0003351148,0.000979604,0.00009820322,0.0001233084,0.0001461982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014591,0.000007712621,0.9978063,0.00002095348,0.00005592916,0.0000534353,0.00003897361,0.00004880554,0.0007461756,0.00001457375,0.00005599438,0.001005175],"study_design_scores_gemma":[0.000004719784,0.00007455154,0.9990399,0.000009459056,0.00003716961,0.0002605138,0.00007585435,0.00008035844,0.000220136,0.00001821558,0.0001764131,0.000002684196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970475,0.001060259,0.0002568486,0.00005983445,0.0000076456,0.000006963071,0.001286116,0.000009363592,0.0002655716],"genre_scores_gemma":[0.9978072,0.0004309731,0.0006687823,0.00002652375,0.00001376507,0.00001406832,0.0008217143,0.000007396535,0.0002094133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005993071,"threshold_uncertainty_score":0.0119164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412986052","doi":"10.1136/bmjgast-2025-001818","title":"Quality of life and lived experience of patients with short bowel syndrome treated with teduglutide and weaning off home parenteral nutrition: a qualitative analysis of patient diaries","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; St. Michael's Hospital","funders":"","keywords":"Medicine; Parenteral nutrition; Quality of life (healthcare); Short bowel syndrome; Coping (psychology); Distress; Physical therapy; Qualitative research; Clinical psychology; Internal medicine; Nursing","authors":[{"name":"Brian Jurewitsch","is_ca":true},{"name":"Caroline Manami Okamoto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04198404172338805,"gpt":0.3848264840144545,"spread":0.3428424422910664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004325949,0.0003166868,0.0005781471,0.001130097,0.00227991,0.002199812,0.0008082472,0.0006948106,0.001401705],"category_scores_gemma":[0.00916993,0.0003037752,0.0005285005,0.001105831,0.003102666,0.00173454,0.002742748,0.00121399,0.0001436885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774503,"about_ca_system_score_gemma":0.002020113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339874,"about_ca_topic_score_gemma":0.006872647,"domain_scores_codex":[0.9954145,0.003477952,0.0001609757,0.0001905571,0.0003309076,0.0004249906],"domain_scores_gemma":[0.9938806,0.004362943,0.0006156017,0.0001338219,0.000481589,0.0005253392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000117303,0.00005268391,0.01666958,0.0002249937,0.00002476589,0.0009649777,0.9722899,0.00007997052,0.001112916,0.0005090684,0.0004815237,0.007472264],"study_design_scores_gemma":[0.000008498264,0.0001029083,0.01111149,0.0001589867,0.00001119608,0.0006648393,0.9822804,0.0001262164,0.0003449712,0.0001870494,0.004975474,0.00002792581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952851,0.0006567096,0.00094313,0.001234687,0.00003435351,0.00008362743,0.0002526744,0.000006520739,0.001503103],"genre_scores_gemma":[0.99777,0.0005209167,0.0006543331,0.0002388873,0.000009882198,0.0000989636,0.0001093702,0.000007137757,0.0005906025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004339874,"threshold_uncertainty_score":0.02287811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389578933","doi":"10.1136/bmjgast-2023-001182","title":"Role of artificial intelligence in imaging and endoscopy for the diagnosis, monitoring and prognostication of inflammatory bowel disease: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"BMJ Open Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"CINAHL; Medicine; MEDLINE; Data extraction; Observational study; Inflammatory bowel disease; Protocol (science); Systematic review; Disease; Medical physics; Pathology; Alternative medicine; Psychological intervention","authors":[{"name":"Mallory Chavannes","is_ca":false},{"name":"Lynn Kysh","is_ca":false},{"name":"Mariangela Allocca","is_ca":false},{"name":"Noa Krugliak Cleveland","is_ca":false},{"name":"Michael T. Dolinger","is_ca":false},{"name":"Tom S. Robbins","is_ca":false},{"name":"David T. Rubin","is_ca":false},{"name":"Shintaro Sagami","is_ca":false},{"name":"Bram Verstockt","is_ca":false},{"name":"Kerri L. Novak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1008410748946893,"gpt":0.4585013450255671,"spread":0.3576602701308778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08503401,0.003734682,0.009665057,0.01739438,0.003935837,0.007859811,0.00574884,0.008322316,0.05091451],"category_scores_gemma":[0.07122537,0.003624214,0.01039095,0.01311709,0.00403144,0.006946469,0.006461907,0.004643847,0.01007196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275206,"about_ca_system_score_gemma":0.07012592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004394003,"about_ca_topic_score_gemma":0.009494745,"domain_scores_codex":[0.9688022,0.01205256,0.0124003,0.002265351,0.00330115,0.001178507],"domain_scores_gemma":[0.9520388,0.01878327,0.008689027,0.002924127,0.01528256,0.002282199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00299836,0.0003485987,0.001137556,0.8730804,0.001210674,0.000851862,0.003705364,0.001126217,0.001663992,0.005551777,0.02963522,0.07868998],"study_design_scores_gemma":[0.005375195,0.001317804,0.005271848,0.7593707,0.005258522,0.0009179998,0.003322726,0.0009303874,0.001393899,0.005665168,0.2108434,0.0003322974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006477,0.004364218,0.001970747,0.0008410775,0.0002455229,0.9871355,0.00368818,0.00006135204,0.001045654],"genre_scores_gemma":[0.0007324305,0.004916727,0.006621463,0.0003428238,0.0000501993,0.9855909,0.001081169,0.00001011445,0.0006541844],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08503401,"threshold_uncertainty_score":0.4497082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412986039","doi":"10.1136/bmjgast-2025-001900","title":"Nationwide survey of coeliac disease serology testing in the UK","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Directorate for Biological Sciences; Hospital for Sick Children; Coeliac UK; University of Bristol; University of Oxford; Health Technology Assessment Programme; University College London; University of Southampton; National Institute for Health and Care Research; University Hospitals Bristol NHS Foundation Trust","keywords":"Serology; Medicine; Coeliac disease; Tissue transglutaminase; Immunoglobulin A; Turnaround time; Biopsy; Disease; Immunology; Antibody; Internal medicine; Immunoglobulin G; Biology","authors":[{"name":"Albin Alex","is_ca":false},{"name":"Alex S Hong","is_ca":false},{"name":"Mylène Dimmock","is_ca":false},{"name":"Md. Farid Uz Zaman","is_ca":false},{"name":"Mohamed Adam","is_ca":false},{"name":"Graeme Wild","is_ca":false},{"name":"Hugo A. Penny","is_ca":false},{"name":"David S. Sanders","is_ca":false},{"name":"Penny Whiting","is_ca":false},{"name":"Martha Elwenspoek","is_ca":false},{"name":"Mohamed G. Shiha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0885166025247598,"gpt":0.4223229194814291,"spread":0.3338063169566693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009024015,0.000246645,0.0003427053,0.0009556796,0.0002388658,0.0006397534,0.0004426856,0.0004782433,0.003596503],"category_scores_gemma":[0.00412306,0.0002914673,0.0002709786,0.002092025,0.0003936861,0.0005882282,0.0008969415,0.0003460093,0.0008823961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100222,"about_ca_system_score_gemma":0.0006287226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04074311,"about_ca_topic_score_gemma":0.02837111,"domain_scores_codex":[0.9969153,0.0008805942,0.0006235475,0.0005207521,0.0007903354,0.000269448],"domain_scores_gemma":[0.9934399,0.0008306609,0.003596285,0.0002303154,0.001104251,0.0007987047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004317043,0.00002103788,0.9932349,0.0001448385,0.00002762225,0.0002683011,0.0003975869,0.00006441258,0.0006540993,0.0000211872,0.001231567,0.00389127],"study_design_scores_gemma":[0.000004312747,0.00006238769,0.9986732,0.00003544389,0.000004532159,0.0002633134,0.0002461103,0.00005511379,0.00003237082,0.000003474132,0.0006170812,0.000002789345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901019,0.0007842021,0.0003028532,0.0004338855,0.00001607649,0.00007483636,0.005957018,0.0000270114,0.002302138],"genre_scores_gemma":[0.9955575,0.0005593256,0.0002826189,0.000388121,0.0000141569,0.0000860207,0.002330922,0.000005652121,0.0007756792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04074311,"threshold_uncertainty_score":0.08101195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413874038","doi":"10.1136/bmjgast-2025-001838","title":"Etrasimod for the symptomatic relief of ulcerative colitis: a post-hoc analysis from the ELEVATE UC clinical programme","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pfizer (Canada); St. Thomas Hospital; University of Calgary","funders":"Pfizer","keywords":"Ulcerative colitis; Medicine; Post-hoc analysis; Post hoc; Colitis; Internal medicine; Gastroenterology; Disease","authors":[{"name":"María Chaparro","is_ca":false},{"name":"Remo Panaccione","is_ca":true},{"name":"Bruce E. Sands","is_ca":false},{"name":"Peter M. Irving","is_ca":true},{"name":"Martina Goetsch","is_ca":false},{"name":"Wenjin Wang","is_ca":false},{"name":"Joseph Wu","is_ca":false},{"name":"John Woolcott","is_ca":false},{"name":"Lauren Bartolome","is_ca":false},{"name":"Christina Cognata","is_ca":false},{"name":"Karolina Wosik","is_ca":true},{"name":"Marla C. Dubinsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02366549158372308,"gpt":0.3589073637492056,"spread":0.3352418721654825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006875561,0.001629894,0.003745545,0.000389907,0.0003524579,0.0008512991,0.0008020672,0.0007888126,0.007782311],"category_scores_gemma":[0.004435675,0.0003837031,0.003948423,0.0004366161,0.0006315873,0.0008067107,0.0007916654,0.00184273,0.0007559741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435667,"about_ca_system_score_gemma":0.0009695838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008417226,"about_ca_topic_score_gemma":0.002026457,"domain_scores_codex":[0.9963522,0.002726755,0.0001184214,0.0002676649,0.0002219411,0.0003129492],"domain_scores_gemma":[0.9962317,0.001682886,0.0006587543,0.000494674,0.0003481644,0.0005836718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9774536,0.002817908,0.002568442,0.000404193,0.004026453,0.00006500819,0.00004015047,0.0004015099,0.002045789,0.00003400978,0.001560149,0.008582768],"study_design_scores_gemma":[0.515533,0.3659127,0.09125119,0.000133702,0.01762006,0.0001646869,0.0001876551,0.002364908,0.002330431,0.000180854,0.004234671,0.00008598876],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878456,0.003358456,0.000815474,0.0004908606,0.0002830069,0.001981589,0.002819398,0.00008265337,0.002322965],"genre_scores_gemma":[0.9875853,0.001290429,0.0009759557,0.0005099747,0.000393135,0.001748701,0.002979334,0.00005114078,0.004466035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007782311,"threshold_uncertainty_score":0.03636187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2936096774","doi":"10.1136/bmjgast-2019-000294","title":"Screening for coeliac disease in children and adults living in a slum of Dhaka, Bangladesh","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Styrelsen för Internationellt Utvecklingssamarbete; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; Global Affairs Canada; Department for International Development","keywords":"Medicine; Slum; Coeliac disease; Environmental health; Pediatrics; Disease; Internal medicine; Population","authors":[{"name":"Md. Amran Gazi","is_ca":false},{"name":"Subhasish Das","is_ca":false},{"name":"Mustafa Mahfuz","is_ca":false},{"name":"Md. Mehedi Hasan","is_ca":false},{"name":"Md. Shabab Hossain","is_ca":false},{"name":"Shah Mohammad Fahim","is_ca":false},{"name":"Md Ashraful Alam","is_ca":false},{"name":"Zannatun Noor","is_ca":false},{"name":"Carol A. Gilchrist","is_ca":false},{"name":"William A. Petri","is_ca":false},{"name":"Mujibur Rahman","is_ca":false},{"name":"Ramendra Nath Mazumder","is_ca":false},{"name":"Rashidul Haque","is_ca":false},{"name":"Shafiqul Alam Sarker","is_ca":false},{"name":"Tahmeed Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01683689188678839,"gpt":0.3320709839878316,"spread":0.3152340921010432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003743295,0.0003529433,0.0002329521,0.0006052586,0.0006778826,0.0004336736,0.0003227699,0.0003740887,0.003049157],"category_scores_gemma":[0.001112397,0.0002389631,0.0001745405,0.0008969517,0.0004663844,0.0003849247,0.0004804336,0.0003671015,0.0003482634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004796162,"about_ca_system_score_gemma":0.0004455506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168518,"about_ca_topic_score_gemma":0.02180085,"domain_scores_codex":[0.9996389,0.0001027296,0.00004631052,0.00007130013,0.00005967237,0.00008099421],"domain_scores_gemma":[0.9993812,0.000091708,0.0002821109,0.00002657421,0.0000647434,0.0001536778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002589887,0.00001296726,0.9983416,0.00003033975,0.000008687295,0.0001723836,0.0002315568,0.00000795502,0.0002254739,0.00001155274,0.000083992,0.0008476074],"study_design_scores_gemma":[0.000006313269,0.00009854558,0.9975612,0.00004346051,0.000009174038,0.000534136,0.001423595,0.00003042772,0.00004323562,0.00001997826,0.0002266856,0.000003311583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985532,0.0002697917,0.00003574805,0.0001043478,0.000004956151,0.00002213143,0.0004433434,0.000002270492,0.0005641658],"genre_scores_gemma":[0.9993446,0.0002286861,0.00007228779,0.00003733523,0.000003667521,0.00001472473,0.0001761904,4.714603e-7,0.0001218623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0168518,"threshold_uncertainty_score":0.03350747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409677840","doi":"10.1136/bmjgast-2025-001747","title":"Italian Chronic Pancreatitis Registry (ITARECIPE): protocol for a nationwide cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Epidemiology; Pancreatitis; Cohort; Disease; Disease registry; Internal medicine; Cohort study; Pediatrics","authors":[{"name":"Giacomo Emanuele Maria Rizzo","is_ca":false},{"name":"Laura Apadula","is_ca":true},{"name":"Matteo Piciucchi","is_ca":false},{"name":"Serena Stigliano","is_ca":false},{"name":"Giulio Belfiori","is_ca":false},{"name":"Nicolò de Pretis","is_ca":false},{"name":"Armando Gabbrielli","is_ca":false},{"name":"Luca Barresi","is_ca":false},{"name":"Luca Frulloni","is_ca":false},{"name":"Massimo Falconi","is_ca":false},{"name":"Silvia Carrara","is_ca":false},{"name":"Carlo Fabbri","is_ca":false},{"name":"Gabriele Capurso","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03374677780781093,"gpt":0.4103404331160579,"spread":0.376593655308247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01979483,0.001949405,0.002164267,0.003478717,0.0016648,0.002025672,0.002137817,0.001856687,0.04550193],"category_scores_gemma":[0.0202723,0.001473034,0.001795407,0.005025819,0.0008244893,0.002052491,0.002580697,0.002125798,0.0105093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639124,"about_ca_system_score_gemma":0.008820688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005029459,"about_ca_topic_score_gemma":0.006431563,"domain_scores_codex":[0.988296,0.005972422,0.002799637,0.001481684,0.0008304027,0.000619936],"domain_scores_gemma":[0.9872808,0.002528559,0.00238213,0.002871266,0.004134099,0.0008031408],"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":[0.04129454,0.004823337,0.1078746,0.03773515,0.002336438,0.001910869,0.004155404,0.005442411,0.002676321,0.01702701,0.6874433,0.0872807],"study_design_scores_gemma":[0.04227294,0.005932751,0.3090791,0.01947443,0.001544371,0.001925512,0.003499198,0.00637739,0.001563732,0.009195263,0.5985721,0.0005631422],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01645792,0.001103574,0.01580659,0.0009415366,0.000494219,0.7533232,0.1995,0.0004336985,0.01193914],"genre_scores_gemma":[0.01457393,0.0004652901,0.01079279,0.0005267122,0.0001295235,0.9198338,0.05202233,0.00006150715,0.001594281],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04550193,"threshold_uncertainty_score":0.1522191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409077337","doi":"10.1136/bmjgast-2024-001615","title":"Treat-to-target of endoscopic remission in patients with inflammatory bowel disease in symptomatic remission on advanced therapies (QUOTIENT): rationale, design and protocol for an open-label, multicentre, pragmatic, randomised controlled trial","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University; Ottawa Hospital; University of British Columbia; University of Ottawa; Montreal General Hospital; McMaster University; Population Health Research Institute; University of Alberta; University of Calgary","funders":"H2020 European Research Council; University of California, San Diego; Samsung; Genentech; Crohn's and Colitis Canada; Shionogi; Celltrion; Celgene; Teva Pharmaceutical Industries; Janssen Pharmaceuticals; Gilead Sciences; Sanofi; National Institute of Diabetes and Digestive and Kidney Diseases; Tillotts Pharma; Amgen; Pfizer; Patient-Centered Outcomes Research Institute; Eli Lilly and Company; Bristol-Myers Squibb; Mylan; GlaxoSmithKline","keywords":"Medicine; Inflammatory bowel disease; Complete remission; Randomized controlled trial; Open label; Internal medicine; Ulcerative colitis; Surgery; Disease; Chemotherapy","authors":[{"name":"Siddharth Singh","is_ca":false},{"name":"J. Nguyen","is_ca":false},{"name":"David Fudman","is_ca":false},{"name":"Mark E. Gerich","is_ca":false},{"name":"Shiraz A. Shah","is_ca":false},{"name":"David Hudesman","is_ca":false},{"name":"Ryan McConnell","is_ca":false},{"name":"Dana J. Lukin","is_ca":false},{"name":"Ann D. Flynn","is_ca":false},{"name":"Caroline Hwang","is_ca":false},{"name":"Brandon Sprung","is_ca":false},{"name":"Jill Gaidos","is_ca":false},{"name":"Mark Mattar","is_ca":false},{"name":"David T. Rubin","is_ca":false},{"name":"Jana G. Hashash","is_ca":false},{"name":"Mark Metwally","is_ca":false},{"name":"Tauseef Ali","is_ca":false},{"name":"Christopher Ma","is_ca":true},{"name":"Frank Hoentjen","is_ca":true},{"name":"Neeraj Narula","is_ca":true},{"name":"Talat Bessissow","is_ca":true},{"name":"Greg Rosenfeld","is_ca":true},{"name":"Jeffrey D. McCurdy","is_ca":true},{"name":"Ashwin N. Ananthakrishnan","is_ca":false},{"name":"Raymond Cross","is_ca":false},{"name":"Josep María Gaytán","is_ca":false},{"name":"Sagar Patel","is_ca":false},{"name":"Corey A. Siegel","is_ca":false},{"name":"Gil Melmed","is_ca":false},{"name":"Sarah Weaver","is_ca":false},{"name":"Sydney Power","is_ca":false},{"name":"Guangyong Zou","is_ca":true},{"name":"Vipul Jairath","is_ca":true},{"name":"Jason K. Hou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01527880204060522,"gpt":0.32751507026901,"spread":0.3122362682284048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07719591,0.006169316,0.009253353,0.002718834,0.002622149,0.005689949,0.003661132,0.009775712,0.0358576],"category_scores_gemma":[0.07166657,0.003174552,0.005991562,0.003602805,0.006164778,0.004335553,0.002581659,0.008238163,0.009112099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00388427,"about_ca_system_score_gemma":0.01300977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209578,"about_ca_topic_score_gemma":0.002786653,"domain_scores_codex":[0.928309,0.05637756,0.005574745,0.003254808,0.004014584,0.002469229],"domain_scores_gemma":[0.9750159,0.009354623,0.004730289,0.003422755,0.004004499,0.003472],"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":[0.8262545,0.008920765,0.001330038,0.06445818,0.004933501,0.0005420758,0.001338512,0.002367665,0.002752142,0.01601314,0.02503355,0.04605579],"study_design_scores_gemma":[0.9132382,0.01985827,0.002306885,0.01160854,0.00177739,0.0002211416,0.0002511974,0.002784113,0.0008716817,0.007942754,0.03897347,0.0001663204],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001308523,0.0005815121,0.001645222,0.0003705024,0.0003941457,0.9943181,0.0006460362,0.00006968646,0.0006662331],"genre_scores_gemma":[0.002338343,0.0001737399,0.003546184,0.0002833237,0.00007752624,0.9932188,0.0001300485,0.000006194045,0.0002258817],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07719591,"threshold_uncertainty_score":0.4082559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417297860","doi":"10.1136/bmjgast-2025-001809","title":"Pruritus and health-related quality of life in chronic liver disease: a longitudinal, survey-based cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto General Hospital; GlaxoSmithKline (Canada)","funders":"","keywords":"Quality of life (healthcare); Cohort study; Cohort; MEDLINE; Health related quality of life; Chronic disease; Young adult","authors":[{"name":"Usha Gungabissoon","is_ca":false},{"name":"Jacob N. Hunnicutt","is_ca":false},{"name":"Eleanor McDermott","is_ca":false},{"name":"Andrew Lovley","is_ca":false},{"name":"Monica Frazer","is_ca":false},{"name":"Kaitlin LaGasse","is_ca":false},{"name":"Mark Kosinski","is_ca":false},{"name":"Kristen McCausland","is_ca":false},{"name":"Ashleigh McGirr","is_ca":true},{"name":"Helen T. Smith","is_ca":false},{"name":"Gideon M. Hirschfield","is_ca":true},{"name":"Palak Trivedi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08434855789773607,"gpt":0.4148400668981678,"spread":0.3304915090004318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040096,0.0002796009,0.0003560319,0.000565405,0.0005791089,0.0008319289,0.0003473958,0.0006011319,0.001047347],"category_scores_gemma":[0.002932073,0.0003348067,0.0006793905,0.001195346,0.0002241157,0.0006256212,0.0006633751,0.0009617336,0.0002915321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205077,"about_ca_system_score_gemma":0.0005466763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420333,"about_ca_topic_score_gemma":0.01591039,"domain_scores_codex":[0.9991162,0.0003472298,0.00008760692,0.0001584486,0.0001305966,0.0001598533],"domain_scores_gemma":[0.9980526,0.0001945267,0.0008832975,0.0001985671,0.0002997924,0.0003711742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053493,0.00005810316,0.9991438,0.000009273023,0.00007821768,0.00002148282,0.00006120745,0.00001760078,0.00005652536,0.0000081367,0.00009616902,0.0003440907],"study_design_scores_gemma":[0.00001108549,0.0001313175,0.9994418,0.000008059776,0.00002558701,0.00006891442,0.0001045869,0.00006751992,0.000009746183,0.000006176928,0.0001222576,0.000002923216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973865,0.0002570892,0.00009932553,0.00008897618,0.000007983097,0.00004289423,0.001819684,0.000003234093,0.0002942568],"genre_scores_gemma":[0.9979889,0.0001808033,0.000142218,0.00006003814,0.0000107345,0.00005466843,0.001339539,0.000001740669,0.0002212558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01420333,"threshold_uncertainty_score":0.02824134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W36410773","doi":"10.1136/bmjgast-2022-001022","title":"De sociaaldemocratie en het anti-imperialisme: De rol van Henri Hubert van Kol in de periode 1897-1905.","year":2013,"lang":"en","type":"dissertation","venue":"BMJ Open Gastroenterology","topic":"History, Culture, and Diplomacy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Philosophy; Art","authors":[{"name":"L.M. Gijssen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02234628750512709,"gpt":0.3124866986624433,"spread":0.2901404111573163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296418,0.0002387945,0.0002353121,0.0005529172,0.002259509,0.002874796,0.0002497252,0.001015357,0.006774931],"category_scores_gemma":[0.003152353,0.0002009543,0.0001213322,0.000667442,0.004515686,0.002645555,0.001823561,0.002591275,0.000867632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003827017,"about_ca_system_score_gemma":0.004636907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03277402,"about_ca_topic_score_gemma":0.07054206,"domain_scores_codex":[0.9993587,0.0003421656,0.0000195532,0.00005565313,0.00009595461,0.0001280724],"domain_scores_gemma":[0.9990883,0.0004993931,0.00009036594,0.00002633265,0.00007454788,0.0002210585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001386169,0.0000806364,0.002082923,0.0006210894,0.00002993545,0.0008017119,0.1663097,0.0003647406,0.0005040359,0.3898813,0.2970551,0.1421302],"study_design_scores_gemma":[0.000009164853,0.00001495521,0.003678485,0.001629883,0.00000685543,0.0002327079,0.03216017,0.00007064938,0.0002231852,0.02829654,0.9336596,0.00001784638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.06417651,0.400905,0.001036352,0.338793,0.009431597,0.00002296233,0.0003842352,0.00002222637,0.1852281],"genre_scores_gemma":[0.6438728,0.2223909,0.001030125,0.01278779,0.003274575,0.00003745417,0.0001575936,0.00008498423,0.1163639],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03277402,"threshold_uncertainty_score":0.06516653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416788448","doi":"10.1136/bmjgast-2025-002097","title":"Machine learning classification of inflammatory bowel disease activity using white blood cell subsets","year":2025,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Inflammatory bowel disease; Ulcerative colitis; White blood cell; Inflammatory Bowel Diseases; Crohn's disease; Disease","authors":[{"name":"Elijah Lehman","is_ca":true},{"name":"Peyton Briand","is_ca":true},{"name":"K D Fine","is_ca":true},{"name":"Jr Britton","is_ca":true},{"name":"E. O'Brien","is_ca":true},{"name":"Olimpia Sienkiewicz","is_ca":true},{"name":"Daniel J. Mulder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02451026348382514,"gpt":0.304471919980101,"spread":0.2799616564962759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591296,0.0007546663,0.000772153,0.00136234,0.0001888684,0.0008194888,0.0004388403,0.0005142245,0.0006027716],"category_scores_gemma":[0.006613955,0.0001442222,0.0006528526,0.0007205396,0.0002738156,0.0005132598,0.0004347304,0.0006661993,0.0003831128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278255,"about_ca_system_score_gemma":0.0004009031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481074,"about_ca_topic_score_gemma":0.001048293,"domain_scores_codex":[0.9992569,0.0003311829,0.00007064187,0.0001595716,0.0001174224,0.00006417592],"domain_scores_gemma":[0.9972174,0.001736641,0.0003855169,0.0001699432,0.0004040387,0.00008645748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001724405,0.0008275249,0.5234007,0.0001674811,0.000629788,0.0001798489,0.0001641658,0.1831115,0.007316036,0.0004065267,0.002065864,0.2800062],"study_design_scores_gemma":[0.00004286187,0.0004812596,0.07601003,0.00004904989,0.0001037942,0.0001221666,0.000052815,0.9183586,0.002755247,0.0014973,0.0005040717,0.00002281232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129722,0.001105179,0.08311007,0.0004216422,0.00007280972,0.00007980311,0.0007472639,0.0004585288,0.001032528],"genre_scores_gemma":[0.988627,0.00009780889,0.01030258,0.00005235996,0.00003539735,0.00004662822,0.0005572294,0.00000934785,0.0002716483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002591296,"threshold_uncertainty_score":0.01370424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366581799","doi":"10.1136/bmjgast-2023-001144","title":"Yes, they can! Comparing foodborne illness estimates, and the need for greater transparency","year":2023,"lang":"en","type":"letter","venue":"BMJ Open Gastroenterology","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Transparency (behavior); Medicine; Environmental health; Computer security; Computer science","authors":[{"name":"Elaine Scallan Walter","is_ca":false},{"name":"Martyn Kirk","is_ca":false},{"name":"Shannon E. Majowicz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0937158159175997,"gpt":0.3057448419905441,"spread":0.2120290260729444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0623068,0.0007857659,0.002413681,0.002083457,0.004719328,0.008757831,0.003982347,0.0767637,0.01066497],"category_scores_gemma":[0.3374235,0.001320072,0.002701505,0.002055979,0.009386744,0.01969866,0.005819758,0.06846558,0.004970886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006630075,"about_ca_system_score_gemma":0.01285445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527488,"about_ca_topic_score_gemma":0.01684393,"domain_scores_codex":[0.9437124,0.02585292,0.007461256,0.003797638,0.01652294,0.002652828],"domain_scores_gemma":[0.6980757,0.2275804,0.0153126,0.00904187,0.03081868,0.01917085],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001173236,0.00004255472,0.001327621,0.000202147,0.00005205219,0.0005126683,0.0004337699,0.000078002,0.0001777888,0.007360626,0.9762599,0.01343557],"study_design_scores_gemma":[0.0004581197,0.0001150889,0.005155819,0.001810801,0.000108052,0.001227156,0.002171475,0.000884847,0.0002932931,0.06563529,0.9219193,0.0002209273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001342265,0.0004825614,0.0001319722,0.9925427,0.006160608,0.000006477401,0.00004049496,0.000009839693,0.0004910762],"genre_scores_gemma":[0.002641591,0.0005188556,0.0008564806,0.9746961,0.01992057,0.00005559723,0.00003641849,0.00002649431,0.001247895],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9376932,"threshold_uncertainty_score":0.3295137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}