{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"4d60a105830e","filters":{"venue":"Translational Gastroenterology and Hepatology"}},"results":[{"id":"W2771484939","doi":"10.21037/tgh.2017.11.14","title":"Modifications in the International Study Group for Pancreatic Surgery (ISGPS) definition of postoperative pancreatic fistula","year":2017,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":116,"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; Pancreatic fistula; Grading (engineering); General surgery; Fistula; Surgery; Pancreas; Internal medicine","authors":[{"name":"Alessandra Pulvirenti","is_ca":true},{"name":"Marco Ramera","is_ca":true},{"name":"Claudio Bassi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2189796070472041,"gpt":0.4205590962234189,"spread":0.2015794891762147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133392,0.0003239714,0.002512467,0.0004927748,0.0002047358,0.00001817825,0.0003256308,0.0003410478,0.00006358109],"category_scores_gemma":[0.0003317766,0.0002289692,0.0003641112,0.00009168267,0.0005517998,0.00007070103,0.00003365536,0.0004745418,0.000005585621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005295928,"about_ca_system_score_gemma":0.0003620504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008711116,"about_ca_topic_score_gemma":0.0005813575,"domain_scores_codex":[0.9970655,0.0007583036,0.001086059,0.0004811545,0.000252601,0.0003563684],"domain_scores_gemma":[0.9968825,0.002009666,0.0004681788,0.0004179826,0.0001628573,0.00005880072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001827126,0.002035609,0.9452084,0.003306427,0.001896526,0.0001036282,0.001056099,4.169326e-7,0.00000155855,0.006933777,0.0006521738,0.03697821],"study_design_scores_gemma":[0.01355733,0.007630581,0.7451549,0.005736467,0.01597938,0.004906551,0.001107474,0.001155126,2.168234e-7,0.007634752,0.1964041,0.00073307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.151611,0.8295197,0.00159342,0.006335266,0.0003541067,0.008270564,0.0006885438,0.0000307189,0.001596616],"genre_scores_gemma":[0.1606258,0.8335875,0.001404546,0.0003704738,0.00009583275,0.002244876,0.001584117,0.00003132849,0.00005555454],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2000535,"threshold_uncertainty_score":0.9337093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943023806","doi":"10.21037/tgh.2019.04.04","title":"Adjuvant treatment for pancreatic cancer","year":2019,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Gemcitabine; Pancreatic cancer; Oncology; Internal medicine; FOLFIRINOX; Adjuvant; Adjuvant therapy; Folinic acid; Chemotherapy; Capecitabine; Cancer; Surgery; Fluorouracil; Irinotecan; Colorectal cancer","authors":[{"name":"Ulla Klaiber","is_ca":false},{"name":"Thilo Hackert","is_ca":false},{"name":"John P. Neoptolemos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1421224086536868,"gpt":0.4352259079618009,"spread":0.2931034993081141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001609282,0.0004390047,0.003711823,0.0002614525,0.0000991464,0.000005998392,0.00009079988,0.0006147154,0.0003735463],"category_scores_gemma":[0.00001915889,0.0003160912,0.0005086089,0.00006396743,0.0003084424,0.00002762263,0.00001837184,0.0002952889,0.00004705309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243535,"about_ca_system_score_gemma":0.0007349718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004216274,"about_ca_topic_score_gemma":0.000139542,"domain_scores_codex":[0.9978809,0.0001993322,0.0006340402,0.0005944596,0.0001145405,0.0005767068],"domain_scores_gemma":[0.9988425,0.0004906461,0.0001888121,0.0002485643,0.00008192548,0.0001475334],"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":[0.002133833,0.0003614915,0.2421534,0.01743155,0.003699346,0.00006371209,0.00009668506,5.87331e-7,7.221974e-7,0.001082788,0.0007401631,0.7322357],"study_design_scores_gemma":[0.00468749,0.003607533,0.004344095,0.001541093,0.01146438,0.001326569,0.000005555634,0.0003972099,1.144419e-7,0.0001763129,0.9722701,0.0001794915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002660745,0.9921218,0.0005080467,0.001240335,0.0002110472,0.00260455,0.000370101,0.00003133893,0.0002520154],"genre_scores_gemma":[0.0004044097,0.9938827,0.001191828,0.0003829746,0.0002085231,0.001610024,0.0008072137,0.00004801245,0.001464299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.97153,"threshold_uncertainty_score":0.9999291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966762477","doi":"10.21037/tgh.2019.07.02","title":"Genetics of gastric cancer: what do we know about the genetic risks?","year":2019,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; Canadian Institutes of Health Research; Ministério da Ciência, Tecnologia e Inovação; National Cancer Institute; National Institutes of Health; Michael Smith Health Research BC; Oxnard Foundation; Stop Cancer","keywords":"Cancer; Medicine; Germline; Genetic predisposition; Disease; Family history; Genetic testing; Germline mutation; Genetics; Bioinformatics; Gene; Oncology; Internal medicine; Mutation; Biology","authors":[{"name":"Thomas P. Slavin","is_ca":false},{"name":"Jeffrey N. Weitzel","is_ca":false},{"name":"Susan L. Neuhausen","is_ca":false},{"name":"Kasmintan A. Schrader","is_ca":true},{"name":"Carla Oliveíra","is_ca":false},{"name":"Rachid Karam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07329047083669134,"gpt":0.3596420253529483,"spread":0.2863515545162569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001626535,0.0004697551,0.002013434,0.0002568632,0.00007003434,0.00001578312,0.0002825495,0.0005924626,0.0004939262],"category_scores_gemma":[0.00001283173,0.0003278269,0.0004247435,0.0001787454,0.0006975948,0.00003492772,0.00006580083,0.0006988208,0.00002120387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004998524,"about_ca_system_score_gemma":0.0005110998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002170564,"about_ca_topic_score_gemma":0.0001202503,"domain_scores_codex":[0.9974025,0.0003841026,0.0008936618,0.0005790654,0.0002520948,0.0004885289],"domain_scores_gemma":[0.9984948,0.0003633992,0.0004526242,0.0004387769,0.0001332669,0.0001171434],"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":[0.0002842569,0.00006235544,0.08484638,0.005487659,0.0006569548,0.00001201111,0.00009682382,0.00003382398,0.000002357038,0.0000471146,0.0001564488,0.9083138],"study_design_scores_gemma":[0.001538827,0.001502456,0.02273117,0.006726299,0.005023992,0.002175648,0.00002217523,0.0001645715,0.000002180475,0.0002357145,0.9596396,0.0002373776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008231301,0.98816,0.0002132468,0.001146448,0.0009082848,0.001161457,0.0001359477,0.00001525513,0.000028105],"genre_scores_gemma":[0.006274301,0.9921265,0.0007659831,0.0002752376,0.000191373,0.0001902195,0.00006584937,0.00005255971,0.00005795884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9594831,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046204995","doi":"10.21037/tgh-2020-02","title":"Recent advances in Wilson disease","year":2021,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Trace Elements in Health","field":"Nursing","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Disease; Intensive care medicine; Dosing; Clinical trial; Modalities; Pathology; Internal medicine","authors":[{"name":"Maryam Moini","is_ca":true},{"name":"Uyen To","is_ca":false},{"name":"Michael L. Schilsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04335919755236042,"gpt":0.3739417932397004,"spread":0.3305825956873401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002335238,0.0003595518,0.001471178,0.0002854207,0.00008329918,0.000009500635,0.0001524651,0.0003112981,0.0002476413],"category_scores_gemma":[0.0000392244,0.0003534564,0.0001587566,0.0001481237,0.0002080866,0.0001226982,0.00002777677,0.0006719799,0.00001149723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007761906,"about_ca_system_score_gemma":0.0001493626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003976323,"about_ca_topic_score_gemma":0.0008812976,"domain_scores_codex":[0.9969397,0.0008803648,0.0008211938,0.000655986,0.0001395744,0.0005631736],"domain_scores_gemma":[0.9990717,0.0002891869,0.0002225676,0.0002128191,0.00003677744,0.000166946],"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":[0.000352253,0.0001355635,0.07279283,0.003351705,0.00003833084,0.00008243284,0.00004357528,0.000005571424,1.009472e-8,0.000725058,0.0001370338,0.9223356],"study_design_scores_gemma":[0.0006545553,0.0001637439,0.002700227,0.001489291,0.0002658071,0.0001623878,0.000003958442,0.00002662141,1.590129e-8,0.0004772395,0.9939153,0.0001409148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002499844,0.9944235,0.00008921821,0.003336501,0.001131026,0.0005243194,0.0001681012,0.00003290712,0.00004442289],"genre_scores_gemma":[0.0001806368,0.9974208,0.0004722946,0.0008231992,0.0001201543,0.0001346143,0.0008039587,0.00003510573,0.000009225271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9937782,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899564417","doi":"10.21037/tgh.2018.10.16","title":"Treatment of advanced hepatocellular carcinoma: immunotherapy from checkpoint blockade to potential of cellular treatment","year":2018,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Health and Medical Research Fund; Terry Fox Foundation","keywords":"Medicine; Sorafenib; Nivolumab; Immunotherapy; Immunosuppression; Immune checkpoint; Hepatocellular carcinoma; Oncology; Immune system; Immunology; Internal medicine; Cancer research","authors":[{"name":"Elaine Hon-Lam Siu","is_ca":false},{"name":"Anthony W.H. Chan","is_ca":false},{"name":"Charing C. N. Chong","is_ca":false},{"name":"Stephen L. Chan","is_ca":false},{"name":"Kwok Wai Lo","is_ca":false},{"name":"ST Cheung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02203825477420741,"gpt":0.2627538009921815,"spread":0.2407155462179741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007628647,0.0006188201,0.002453249,0.0003965724,0.0001113875,0.000004217478,0.0001893435,0.0007324493,0.001181382],"category_scores_gemma":[0.000005754653,0.0005062058,0.0007584013,0.00009885075,0.0004566823,0.00004957743,0.00002772999,0.0001919679,0.000111181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013845,"about_ca_system_score_gemma":0.0001517992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003562306,"about_ca_topic_score_gemma":0.00005320834,"domain_scores_codex":[0.9969692,0.0005596614,0.001307619,0.0006747161,0.00005419902,0.0004345887],"domain_scores_gemma":[0.9986114,0.0001550687,0.0006378194,0.0004267518,0.0001191483,0.00004983395],"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":[0.02733942,0.007160472,0.04416047,0.002861796,0.01845494,0.00014765,0.004572325,0.0000294258,0.2232865,0.0004830142,0.0004370848,0.6710669],"study_design_scores_gemma":[0.007156468,0.01183792,0.001065693,0.0003838211,0.002054652,0.0004462023,0.00006737524,0.00003389993,0.01446325,0.00007389342,0.9620227,0.0003941515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1892598,0.8066344,0.00108082,0.0001145633,0.001680299,0.0008675407,0.0002956247,0.00002533262,0.00004158605],"genre_scores_gemma":[0.1937256,0.8027681,0.0003557363,0.00003275515,0.0000961538,0.0001722364,0.002229126,0.00005044027,0.000569787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9615856,"threshold_uncertainty_score":0.9997389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391259778","doi":"10.21037/tgh-23-31","title":"Genetic and epigenetic determinants of non-alcoholic fatty liver disease (NAFLD) in lean individuals: a systematic review","year":2024,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fatty liver; Medicine; Epigenetics; Disease; Obesity; Bioinformatics; Internal medicine; Gene; Genetics; Biology","authors":[{"name":"Basile Njei","is_ca":false},{"name":"Yazan A. Al‐Ajlouni","is_ca":false},{"name":"Derek Ugwendum","is_ca":false},{"name":"Manasik Abdu","is_ca":false},{"name":"Anim Forjindam","is_ca":false},{"name":"Mouhand Mohamed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03573912986192402,"gpt":0.3374130291263934,"spread":0.3016738992644694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001854469,0.0004363861,0.003187238,0.000360018,0.00002993583,0.000006237231,0.00009648668,0.0002118327,0.00004182155],"category_scores_gemma":[0.00003386224,0.0003188208,0.0003593587,0.0001179678,0.0002594656,0.00002662212,0.00005120928,0.0002506651,0.00001779122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000265032,"about_ca_system_score_gemma":0.0001924827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002067016,"about_ca_topic_score_gemma":0.0001032855,"domain_scores_codex":[0.9975294,0.0002983807,0.001130472,0.0005667933,0.0001589694,0.0003160156],"domain_scores_gemma":[0.9989741,0.0002161687,0.0002736669,0.0002640657,0.00003653116,0.0002354292],"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":[0.00004042751,0.0001851648,0.4198388,0.5729435,0.0004710281,0.0004811772,0.00004827153,7.525886e-8,1.428146e-8,0.00001920083,0.00001523165,0.00595706],"study_design_scores_gemma":[0.001482804,0.0006141265,0.4731861,0.4793237,0.04277693,0.001480332,0.000003468532,0.0001311094,7.764378e-8,0.0001515094,0.0006143037,0.000235519],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03834739,0.9585662,0.000009145886,0.0001502894,0.00005227326,0.002593568,0.000265405,0.0000106903,0.000005073254],"genre_scores_gemma":[0.06744067,0.9312335,0.0001152214,0.0003354515,0.00002277255,0.000672437,0.0001397201,0.00003183326,0.000008419623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09361975,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898102517","doi":"10.21037/tgh.2018.10.03","title":"Liver transplant for patients outside Milan criteria","year":2018,"lang":"en","type":"editorial","venue":"Translational Gastroenterology and Hepatology","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","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":"Medicine; Milan criteria; General surgery; Liver transplantation; Surgery; Transplantation","authors":[{"name":"Giovanni Battista Levi Sandri","is_ca":false},{"name":"Michel Rayar","is_ca":false},{"name":"Xingshun Qi","is_ca":false},{"name":"Pierleone Lucatelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179722703276702,"gpt":0.2920189411230835,"spread":0.2802217140903164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001516699,0.0003609458,0.0007996946,0.0002102867,0.0001185618,0.00001137034,0.000110574,0.001002997,0.0003161992],"category_scores_gemma":[0.00003387341,0.0003320956,0.0002093609,0.00003067909,0.0003207025,0.0000537694,0.000008829928,0.0004191901,0.00001311495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207607,"about_ca_system_score_gemma":0.0001166374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960286,"about_ca_topic_score_gemma":0.0002081306,"domain_scores_codex":[0.9981669,0.0000860667,0.0005359259,0.0005495618,0.0002326656,0.0004288909],"domain_scores_gemma":[0.9988663,0.0003772459,0.0001414468,0.0001687521,0.0003035897,0.0001426589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007890285,0.0002281637,0.3327668,0.001210144,0.0002909594,0.00004198768,0.0003106459,4.059792e-8,0.00001633775,0.0001323958,0.6568891,0.0002231579],"study_design_scores_gemma":[0.01540239,0.008028809,0.1308216,0.0002860765,0.002371698,0.0002365209,0.000006613295,0.0003033365,0.0001236568,0.001094468,0.8408062,0.0005186672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1867381,0.0009872539,0.03237815,0.007610502,0.7505566,0.004357573,0.01624914,0.0005491804,0.0005735334],"genre_scores_gemma":[0.5007964,0.006504071,0.02455709,0.004763478,0.4205213,0.000452439,0.04114899,0.000261061,0.0009952359],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3300353,"threshold_uncertainty_score":0.9999131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388193765","doi":"10.21037/tgh-23-34","title":"Long-term impact of sarcopenia in older patients undergoing gastrectomy for gastric cancer: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Nutrition and Health in Aging","field":"Medicine","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":"Medicine; Sarcopenia; Cancer; Gastrectomy; Meta-analysis; Term (time); Internal medicine; General surgery; Intensive care medicine; Surgery","authors":[{"name":"Masayoshi Terayama","is_ca":false},{"name":"Manabu Ohashi","is_ca":false},{"name":"Motonari Ri","is_ca":false},{"name":"Rie Makuuchi","is_ca":false},{"name":"Masaru Hayami","is_ca":false},{"name":"Satoshi Ida","is_ca":false},{"name":"Koshi Kumagai","is_ca":false},{"name":"Takeshi Sano","is_ca":false},{"name":"Souya Nunobe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242312297512607,"gpt":0.4350724963722366,"spread":0.3108412666209758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004560201,0.0003877009,0.007761839,0.0009771413,0.00005178888,0.000005645312,0.00008818461,0.0002349428,0.0001709717],"category_scores_gemma":[0.00004963554,0.000281785,0.001385747,0.000474677,0.0001186933,0.00004253958,0.00002329086,0.0003080764,0.000001872757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007073819,"about_ca_system_score_gemma":0.0002349789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003916109,"about_ca_topic_score_gemma":0.0008827841,"domain_scores_codex":[0.996964,0.0004635315,0.001541248,0.0004864114,0.0001352324,0.000409569],"domain_scores_gemma":[0.9982694,0.000597942,0.0006625655,0.0001927474,0.0001318665,0.0001455049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001027568,0.0001087972,0.2659274,0.693924,0.03958035,0.000008981527,0.00002243566,8.492619e-7,1.427924e-8,0.00001802686,0.00002501828,0.0002814059],"study_design_scores_gemma":[0.003256392,0.0008037416,0.08099004,0.0492143,0.8651208,0.0002874926,0.000002077342,0.00004016111,1.33131e-8,0.00005437156,0.00004890478,0.0001816533],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001769424,0.9925323,0.0002638557,0.000729794,0.00002606704,0.004096732,0.0005621066,0.00001736672,0.000002390813],"genre_scores_gemma":[0.004673858,0.9925354,0.0003186332,0.0004528762,0.00001332261,0.001202734,0.00074073,0.00003426059,0.00002817461],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8255405,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409587020","doi":"10.21037/tgh-24-148","title":"Parasitic appendicitis, what do we know?—a literature review","year":2025,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Appendicitis Diagnosis and Management","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":"McGill University; Dawson College; McGill University Health Centre","funders":"","keywords":"Medicine; Appendicitis; General surgery; Acute appendicitis; Traditional medicine","authors":[{"name":"Boaz Laor","is_ca":true},{"name":"Adam S. Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02022155879643695,"gpt":0.3357620256355208,"spread":0.3155404668390838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002459942,0.000586217,0.003032648,0.000455021,0.0001076306,0.00004373187,0.0001816283,0.0005634395,0.0006176486],"category_scores_gemma":[0.00002316131,0.0004843229,0.0005766146,0.000239017,0.000259612,0.0001410265,0.00005206135,0.0007800501,0.00006805452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003638031,"about_ca_system_score_gemma":0.0001676877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001487377,"about_ca_topic_score_gemma":0.00002237862,"domain_scores_codex":[0.9971676,0.0003956287,0.0009219822,0.0007929879,0.0001945474,0.0005272786],"domain_scores_gemma":[0.9988599,0.0002705534,0.0002582459,0.000360505,0.00007317059,0.0001775546],"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":[0.00007479777,0.0001603007,0.00170307,0.1429047,0.0006394809,0.0005851339,0.00002388826,6.162318e-8,1.806988e-8,0.00590253,0.00831641,0.8396896],"study_design_scores_gemma":[0.0006163961,0.0002839346,0.0001447524,0.2689646,0.003115315,0.002418209,0.000004141426,0.000001743949,1.683678e-8,0.0003355217,0.7239774,0.0001379638],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004192376,0.9854352,0.0002390605,0.01160284,0.0004053007,0.001741416,0.0001240772,0.00005222471,0.0003956176],"genre_scores_gemma":[0.00001820763,0.9902396,0.0003571661,0.006767324,0.00010643,0.000423703,0.001730232,0.00003394292,0.0003234203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8395516,"threshold_uncertainty_score":0.9997609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012327433","doi":"10.21037/tgh.2020.01.01","title":"Evaluating quality and completeness of gastrectomy for gastric cancer: review of surgical videos from the public domain","year":2021,"lang":"en","type":"article","venue":"Translational Gastroenterology and Hepatology","topic":"Gastric Cancer Management and Outcomes","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":"Sunnybrook Hospital; Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Dissection (medical); Lymphadenectomy; Gastrectomy; Lymph node; Surgery; Cancer; General surgery; Internal medicine","authors":[{"name":"Matthew Dixon","is_ca":true},{"name":"Vanessa N. Palter","is_ca":true},{"name":"Savtaj S. Brar","is_ca":true},{"name":"Natalie G. Coburn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1181455139639703,"gpt":0.4015443904105836,"spread":0.2833988764466133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005562431,0.0001115251,0.0006377961,0.00004594318,0.00005653421,0.000003058509,0.00005976623,0.00005350168,0.0002275327],"category_scores_gemma":[0.00006716047,0.00008445989,0.0001133004,0.0001057432,0.0002745831,0.00003176989,0.00003245704,0.0001036737,1.451287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000089656,"about_ca_system_score_gemma":0.0001066074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007707457,"about_ca_topic_score_gemma":0.0003055705,"domain_scores_codex":[0.9985668,0.0003023209,0.0005392088,0.000241691,0.0001535876,0.0001963718],"domain_scores_gemma":[0.9986992,0.0006917705,0.0002070657,0.0001345319,0.0002140507,0.00005332049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008161239,0.00005920801,0.9869246,0.001292333,0.000237875,0.000007004905,0.0000482172,0.000001548534,0.0002353418,0.002522756,0.0001770102,0.007677915],"study_design_scores_gemma":[0.006379403,0.0004417317,0.9856689,0.0005023623,0.0004649776,0.000242702,0.00005774135,0.0002963103,0.0000332815,0.001941363,0.003913932,0.00005729185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015021,0.02146251,0.003157312,0.07318652,0.00008092536,0.0003848201,0.0001884555,0.000006990275,0.00003030872],"genre_scores_gemma":[0.981825,0.01033646,0.005002921,0.002447298,0.00006602919,0.00006706254,0.000237888,0.000007349212,0.000009978749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08032286,"threshold_uncertainty_score":0.3444174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402724570","doi":"10.21037/tgh-24-9","title":"Hepatobiliary anastomotic leakage: a narrative review of definitions, grading systems, and consequences of leaks","year":2024,"lang":"en","type":"review","venue":"Translational Gastroenterology and Hepatology","topic":"Pancreatic and Hepatic Oncology 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":"University of Toronto","funders":"","keywords":"Medicine; Grading (engineering); Narrative review; Leakage (economics); Narrative; Anastomosis; Intensive care medicine; Surgery; General surgery; Linguistics; Engineering","authors":[{"name":"Olivia Rennie","is_ca":true},{"name":"Manaswi Sharma","is_ca":false},{"name":"Nour Helwa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1045729341156783,"gpt":0.3960405306132044,"spread":0.2914675964975261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006753212,0.0003458696,0.003676773,0.000428339,0.0000689909,0.000004060055,0.00009544796,0.0004122815,0.00007171426],"category_scores_gemma":[0.0001089817,0.0002614042,0.0002715251,0.0001877832,0.001959215,0.00004093814,0.00004231168,0.0006207091,0.000004911742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002918356,"about_ca_system_score_gemma":0.0006643941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000422115,"about_ca_topic_score_gemma":0.0000335666,"domain_scores_codex":[0.9970073,0.0007688474,0.001257293,0.0004584378,0.0001982851,0.0003098251],"domain_scores_gemma":[0.9984663,0.0006444495,0.000396465,0.0001930219,0.0001674404,0.0001323404],"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":[0.0004047246,0.0002643394,0.1159206,0.8392966,0.003321684,0.0003472003,0.0005887558,1.33368e-7,0.000007317446,0.02490265,0.001027967,0.01391802],"study_design_scores_gemma":[0.005713966,0.01031315,0.006907304,0.6963153,0.06087115,0.06272743,0.0007277059,0.0005350329,0.000002943346,0.006840274,0.1480101,0.001035688],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00529199,0.9918327,0.00008911633,0.001056765,0.0001125552,0.001076837,0.0002113411,0.00001810599,0.000310603],"genre_scores_gemma":[0.01526512,0.9835755,0.0004555741,0.0001718728,0.0000346866,0.000150669,0.0002723131,0.00002240173,0.00005187809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1469821,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886054855","doi":"10.21037/tgh.2018.07.11","title":"Revisiting the prognostic relevance of muscle mass among non-metastatic colorectal cancer","year":2018,"lang":"en","type":"letter","venue":"Translational Gastroenterology and Hepatology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Oncology; Stage (stratigraphy); Metastasis; Internal medicine; Clinical significance; Population; Cancer staging; Environmental health","authors":[{"name":"Omar Abdel‐Rahman","is_ca":true},{"name":"Winson Y. Cheung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02562552976573046,"gpt":0.3045880702907484,"spread":0.2789625405250179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002800225,0.0002339314,0.0007083716,0.0001508831,0.0001508311,0.000005910035,0.0001094264,0.0003392382,0.0002911871],"category_scores_gemma":[0.00005209797,0.0001826163,0.0001170183,0.00008414143,0.0009647242,0.00003748868,0.00001654795,0.001177995,0.000006477493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280824,"about_ca_system_score_gemma":0.0001249225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004656368,"about_ca_topic_score_gemma":0.00008823961,"domain_scores_codex":[0.9981272,0.0002472172,0.000596964,0.0003757086,0.0002002578,0.000452627],"domain_scores_gemma":[0.9987577,0.0005175781,0.0003204427,0.0001495823,0.0001902417,0.00006441723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004857128,0.00002298109,0.9696757,0.001404977,0.000182476,0.0001425251,0.0001855294,0.000002358863,0.0001554593,0.00004037694,0.02691164,0.0007903096],"study_design_scores_gemma":[0.002663867,0.0007310962,0.9440153,0.0008766634,0.000652106,0.0005964165,0.00002368288,0.002185083,0.00003450177,0.001175599,0.04688874,0.0001569643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5210999,0.0006067158,0.0008307741,0.4764214,0.0002588699,0.0005479872,0.0000945512,0.00002007645,0.0001197647],"genre_scores_gemma":[0.7540615,0.0005436006,0.003165144,0.2395385,0.002037975,0.0001930739,0.0003198574,0.00003995203,0.0001003295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368828,"threshold_uncertainty_score":0.7446878,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388185433","doi":"10.21037/tgh-23-22","title":"Analysis of prognostic germline polymorphisms in patients with advanced hepatocellular carcinoma","year":2023,"lang":"en","type":"article","venue":"Translational Gastroenterology and Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University Health Network; Oakville-Trafalgar Memorial Hospital","funders":"National Cancer Institute; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; University of Toronto; AstraZeneca; EMD Serono; Pfizer; Amgen","keywords":"Medicine; Single-nucleotide polymorphism; Hepatocellular carcinoma; Sorafenib; Internal medicine; Oncology; Vascular endothelial growth factor; Ramucirumab; Angiogenesis; Cancer; VEGF receptors; Genotype; Biology","authors":[{"name":"Michael Herman","is_ca":true},{"name":"Benjamin H. Lok","is_ca":true},{"name":"Steven Gallinger","is_ca":true},{"name":"Laura A. Dawson","is_ca":true},{"name":"Raymond H. Kim","is_ca":true},{"name":"Dangxiao Cheng","is_ca":true},{"name":"Tara Paton","is_ca":true},{"name":"Roxana Bucur","is_ca":true},{"name":"Devalben Patel","is_ca":true},{"name":"Rouhi Fazelzad","is_ca":true},{"name":"Katrina Hueniken","is_ca":true},{"name":"Geoffrey Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01965233725448979,"gpt":0.2279147184486058,"spread":0.208262381194116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001261342,0.0001884789,0.0006863238,0.0009296881,0.00003892628,0.000002425002,0.00005250779,0.0001290522,0.00009757771],"category_scores_gemma":[0.0000114245,0.0001592896,0.0001266817,0.0008048865,0.0002039838,0.00005342402,0.00001598574,0.0001390884,0.000005448758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001440573,"about_ca_system_score_gemma":0.00004574007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003437084,"about_ca_topic_score_gemma":0.0001368944,"domain_scores_codex":[0.998615,0.00009798587,0.0004019381,0.0003551797,0.0001776645,0.000352257],"domain_scores_gemma":[0.9994509,0.00009896178,0.00009691797,0.0001608423,0.0000911126,0.0001013014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002933333,0.0003121282,0.994876,0.000036569,0.0007257361,0.0001416191,0.000171291,0.00002906745,0.00008038723,0.0001378601,0.00000395478,0.0005520233],"study_design_scores_gemma":[0.005084581,0.001488335,0.9718453,0.00001569059,0.001260894,0.00001434494,0.000007381159,0.02009889,0.00004779373,0.00004248112,0.00001627925,0.00007806192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980674,0.0001510122,0.000148282,0.000962585,0.00002762887,0.0005049809,0.00006487123,0.000037675,0.00003552579],"genre_scores_gemma":[0.9981025,0.00002281812,0.0004049253,0.0001466263,0.000008768431,0.00005928492,0.001221546,0.00001621953,0.00001734469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303076,"threshold_uncertainty_score":0.6495643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2786622875","doi":"10.21037/tgh.2018.01.10","title":"Recent innovations in the management of hepatocellular cancer in the setting of liver transplantation: preface","year":2018,"lang":"en","type":"article","venue":"Translational Gastroenterology and Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Liver transplantation; Hepatocellular cancer; Liver cancer; Milan criteria; Transplantation; Cancer; Internal medicine; Intensive care medicine; Gastroenterology","authors":[{"name":"Giovanni Battista Levi Sandri","is_ca":false},{"name":"Quirino Lai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04804248393168749,"gpt":0.2809148244522373,"spread":0.2328723405205498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003865181,0.00009251817,0.0002058924,0.0001202706,0.00004139277,0.000001913209,0.00008641808,0.00006805485,0.0001030059],"category_scores_gemma":[0.000001838791,0.00006106804,0.00003799869,0.0002555303,0.0002153093,0.00003256706,0.000005782541,0.0001269236,9.389182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007874872,"about_ca_system_score_gemma":0.00002574209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008485855,"about_ca_topic_score_gemma":0.001170013,"domain_scores_codex":[0.9990028,0.0002091827,0.0003495757,0.0001504054,0.0001287219,0.0001593108],"domain_scores_gemma":[0.9996505,0.00008304234,0.00007751895,0.0001107939,0.00006505553,0.00001303541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007858935,0.0002057682,0.9889805,0.0001669712,0.00008178708,0.00009664692,0.003794238,0.000003086568,0.0001044985,0.00283448,0.00001206594,0.002934055],"study_design_scores_gemma":[0.001774071,0.0004629732,0.9939882,0.00006311016,0.0001784584,0.0001654138,0.0001680347,0.002361697,0.0001793128,0.000294633,0.0003316006,0.00003250857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888715,0.0007876882,0.0003700514,0.009044242,0.00003214486,0.0005083887,0.00002372515,0.000003413017,0.0003588899],"genre_scores_gemma":[0.9966424,0.002019897,0.0006311703,0.0005355969,0.0000212185,0.00009003271,0.00005104965,0.000004369241,0.000004272936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008508645,"threshold_uncertainty_score":0.2490282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415682429","doi":"10.21037/tgh-25-59","title":"Early maternal tenofovir treatment and infant vaccination: a scalable model for hepatitis B virus mother-to-child transmission control in resource-limited areas","year":2025,"lang":"en","type":"letter","venue":"Translational Gastroenterology and Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Tenofovir; Hepatitis B virus; Transmission (telecommunications); Hepatitis B; Virus; Chronic hepatitis","authors":[{"name":"Md. Touhidul Islam","is_ca":true},{"name":"Carla S. Coffin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01410697435567288,"gpt":0.2552621186197446,"spread":0.2411551442640718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001599521,0.0005174632,0.001287924,0.0006801789,0.000196171,0.00002028741,0.00009747531,0.0007830145,0.00006690926],"category_scores_gemma":[0.00002190641,0.0004680586,0.0001612402,0.00009800632,0.000150881,0.00006416891,0.00002197197,0.0006404573,0.000003210679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113622,"about_ca_system_score_gemma":0.0001111165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872813,"about_ca_topic_score_gemma":0.009586918,"domain_scores_codex":[0.9974327,0.0002160122,0.0007166451,0.0007880261,0.0001786352,0.0006679447],"domain_scores_gemma":[0.9991154,0.0002796276,0.0001330168,0.0002084603,0.0001209379,0.0001425533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005814051,0.0001579116,0.9640553,0.0003526964,0.0005622446,0.0001901275,0.0006592265,0.0001514921,0.0000429869,0.00008649413,0.02546194,0.002465555],"study_design_scores_gemma":[0.0155339,0.002992145,0.769269,0.0003567133,0.0007895269,0.0004715251,0.000002644047,0.05981124,0.00001957077,0.0008094756,0.1496044,0.0003398434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.31167,0.0007563689,0.03172672,0.65198,0.00008842029,0.002285549,0.001201471,0.00006242042,0.000229118],"genre_scores_gemma":[0.6163014,0.00127634,0.002728963,0.3768488,0.0002930539,0.0009742957,0.0006121284,0.00006706174,0.0008979549],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3046314,"threshold_uncertainty_score":0.9997771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}