{"meta":{"query_hash":"53c137d7a9fd","filters":{"venue":"Digestive Endoscopy"},"cohort_total":40,"direct_labels_cover":0,"predictions_cover":40,"exported":40,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/53c137d7a9fd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Digestive+Endoscopy"},"results":[{"id":"W1821346053","doi":"10.1111/j.1443-1661.2011.01181.x","title":"OVERVIEW OF UPCOMING ADVANCES IN COLONOSCOPY","year":2011,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Medicine; Colonoscopy; MEDLINE; Medical physics; General surgery; Internal medicine; Colorectal cancer; Cancer","score_opus":0.12023062492656995,"score_gpt":0.4108592049844036,"score_spread":0.29062858005783365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821346053","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013803499,0.99293745,0.0000069634434,0.0000102300955,0.00018804228,0.001162077,0.000052443407,0.000031608077,0.005473169],"genre_scores_gemma":[0.0001970137,0.99493504,0.004228864,0.000018681181,0.00006500031,0.00032298538,0.00006561813,0.000060427024,0.000106400235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980781,0.00008920989,0.00078908034,0.0004853329,0.00018632563,0.0003719406],"domain_scores_gemma":[0.99835676,0.0005256196,0.0005500134,0.00033473654,0.000090955786,0.00014189522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017034712,0.0005003933,0.0027163755,0.00035799542,0.000025151938,0.00000753761,0.00016183747,0.00015270775,0.00016876639],"category_scores_gemma":[0.0002659813,0.00037742165,0.00046185075,0.00042552382,0.00012038993,0.000096785465,0.000073140145,0.00038717728,0.000068795096],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023367415,0.0015668088,0.052847594,0.051371783,0.0003608132,0.0004014995,0.00018452239,4.358807e-7,0.000002438101,0.0028892125,0.00019968308,0.8899415],"study_design_scores_gemma":[0.0009431331,0.001768673,0.0017978771,0.15493995,0.001415412,0.000105782696,0.000021701666,5.6096826e-7,0.00007767831,0.00005554032,0.83862525,0.00024841793],"about_ca_topic_score_codex":0.000089286514,"about_ca_topic_score_gemma":0.000010186455,"teacher_disagreement_score":0.88969314,"about_ca_system_score_codex":0.0002484037,"about_ca_system_score_gemma":0.0003060023,"threshold_uncertainty_score":0.9998678},"labels":[],"label_agreement":null},{"id":"W1910808355","doi":"10.1111/den.12204","title":"Randomized controlled trial comparing stylet‐free endoscopic ultrasound‐guided fine‐needle aspiration with 22‐G and 25‐G needles","year":2013,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fundación Alfonso Martín Escudero","keywords":"Medicine; Fine-needle aspiration; Stylet; Radiology; Endoscopic ultrasound; Concordance; Lesion; Biopsy; Nuclear medicine; Surgery; Internal medicine","score_opus":0.02600485001440301,"score_gpt":0.29106443583853536,"score_spread":0.26505958582413236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910808355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743172,0.0005024139,0.0006157601,0.00049981364,0.00010089572,0.010475988,0.000007777311,0.00013081795,0.013349321],"genre_scores_gemma":[0.988119,0.000036671307,0.008048058,0.000096549506,0.00020093936,0.0024156838,0.0000765698,0.000042930584,0.00096361217],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973779,0.00033486524,0.00062559056,0.00047762675,0.00059631997,0.0005877434],"domain_scores_gemma":[0.9965408,0.002006374,0.00026340308,0.00040809016,0.00035183848,0.00042952073],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000476033,0.0004291019,0.0018343241,0.00023200859,0.00017955781,0.00017164605,0.00013434,0.000056206696,0.0003049792],"category_scores_gemma":[0.0033033823,0.00026699321,0.00021035298,0.00019783637,0.0004146209,0.00023671464,0.0000623436,0.00032840422,0.0000821155],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89940345,0.00069709437,0.09125065,0.00007261656,0.0007735445,0.0001303353,0.00028485627,0.000019602257,0.005507984,0.0010106917,0.0006770371,0.00017216627],"study_design_scores_gemma":[0.9698745,0.004095299,0.020821363,0.00033402487,0.0004186218,0.00020379938,0.00024800177,0.0005351002,0.0029835796,0.0002905474,0.000014722825,0.00018042787],"about_ca_topic_score_codex":0.0008180629,"about_ca_topic_score_gemma":0.000028178403,"teacher_disagreement_score":0.070471086,"about_ca_system_score_codex":0.00011395528,"about_ca_system_score_gemma":0.00019479937,"threshold_uncertainty_score":0.99997824},"labels":[],"label_agreement":null},{"id":"W1957089827","doi":"10.1111/j.1443-1661.2011.01150.x","title":"ENDOSCOPICALLY TREATED CRONKHITE-CANADA SYNDROME ASSOCIATED WITH MINUTE INTRAMUCOSAL GASTRIC CANCER: AN ANALYSIS OF MOLECULAR PATHOLOGY","year":2011,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Cancer; Microsatellite instability; Adenocarcinoma; Endoscopy; Pathology; Lymphovascular invasion; Lesion; Gastric Polyp; Internal medicine; Gastroenterology; Metastasis","score_opus":0.018074846384250817,"score_gpt":0.25300413484954104,"score_spread":0.2349292884652902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957089827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751323,0.00030766396,0.00043889604,0.00004070828,0.0001304955,0.00048344722,0.0002509395,0.000061523584,0.00077311386],"genre_scores_gemma":[0.99601424,0.000031654254,0.00332569,0.00019567682,0.000012974239,0.00011855515,0.00019628988,0.000048924612,0.000056012646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772805,0.00018348852,0.00043912604,0.00059103034,0.0005154017,0.0005428815],"domain_scores_gemma":[0.9983506,0.00014975385,0.00030215978,0.00046968952,0.00039994204,0.0003278292],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010799918,0.00035540137,0.0009948419,0.00040320447,0.000048604783,0.000007817926,0.00022353402,0.00016741024,0.00070555595],"category_scores_gemma":[0.0002345185,0.0002977378,0.00012518361,0.0015959915,0.0002312388,0.00005703084,0.000043417713,0.00028147124,0.0000017266073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076368515,0.00034285098,0.9547827,0.00001871454,0.0025172865,0.0015706987,0.0003434768,0.00017256013,0.03910423,0.000022213737,0.000024038913,0.00033753316],"study_design_scores_gemma":[0.0016355297,0.0030029218,0.9071345,0.000095091294,0.0032507894,0.00006879617,0.00008979949,0.0002247942,0.084246546,0.000013217751,0.000008723371,0.00022929454],"about_ca_topic_score_codex":0.10582391,"about_ca_topic_score_gemma":0.12614495,"teacher_disagreement_score":0.04764821,"about_ca_system_score_codex":0.0005907637,"about_ca_system_score_gemma":0.0011093084,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W1990724207","doi":"10.1111/j.1443-1661.2004.00452.x","title":"ENDOSCOPIC ULTRASOUND EDUCATION IN THE USA","year":2004,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic ultrasound; Limiting; Scope (computer science); Radiology; Medical physics; Quality (philosophy); Computer science","score_opus":0.02906276149547053,"score_gpt":0.3740876571973329,"score_spread":0.34502489570186234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990724207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940205,0.0003385549,0.00018779656,0.0013818049,0.00012340989,0.00061498757,0.0000028102502,0.000015216823,0.057130422],"genre_scores_gemma":[0.9944072,0.00017886827,0.0026520411,0.0011913987,0.00016056998,0.00015031367,0.000026268448,0.000009826831,0.0012235348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989958,0.00009051286,0.0001736043,0.00019786347,0.00026048606,0.00028176082],"domain_scores_gemma":[0.9991143,0.0004462448,0.00003778196,0.0002561112,0.00006463169,0.00008097287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028446273,0.00011122655,0.000231698,0.00011652006,0.00007892322,0.000017381717,0.00013241846,0.000070278365,0.00020551139],"category_scores_gemma":[0.00055268523,0.00007312661,0.000040378156,0.00027176543,0.00017070016,0.00006643935,0.000013533247,0.0003070257,0.00032005337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060090948,0.00048856786,0.98855656,0.000020053714,0.000018733284,0.000039350303,0.0011488055,0.0000029105013,0.0027120574,0.0058549806,0.00032422514,0.0007736403],"study_design_scores_gemma":[0.0017147774,0.00035579505,0.99148875,0.000119118304,0.000041175004,0.000079832666,0.00074998144,0.0000018216617,0.0020216045,0.0016443683,0.0017314019,0.000051374882],"about_ca_topic_score_codex":0.0009946555,"about_ca_topic_score_gemma":0.00021540091,"teacher_disagreement_score":0.055906888,"about_ca_system_score_codex":0.00020526978,"about_ca_system_score_gemma":0.0013810657,"threshold_uncertainty_score":0.41137454},"labels":[],"label_agreement":null},{"id":"W2054072049","doi":"10.1046/j.1443-1661.2000.00062.x","title":"Diagnosis of Neoplastic Changes by Magnifying Colonoscopy in a Patient with Cronkhite–Canada Syndrome: A Case Report","year":2000,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Tubular adenoma; Sigmoid colon; Biopsy; Transverse colon; Histology; Atypia; Adenoma; Colorectal cancer; Pathology; Internal medicine; Gastroenterology; Rectum; Cancer","score_opus":0.007710564089002932,"score_gpt":0.23852662910301076,"score_spread":0.23081606501400784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054072049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99651307,0.0008903588,0.000007879013,0.00030187189,0.0001655236,0.0008958559,0.00013001503,0.00002697297,0.0010684635],"genre_scores_gemma":[0.9974838,0.00010136193,0.0013718671,0.0002266842,0.000017198354,0.000510172,0.000039801234,0.00004258966,0.00020651553],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982136,0.000055421384,0.00039040385,0.0004661573,0.00045047715,0.00042396062],"domain_scores_gemma":[0.9988362,0.00036690594,0.00017233576,0.00031725474,0.00010824792,0.00019903542],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007899066,0.00027593735,0.000527545,0.00011684309,0.00005152102,0.000010153714,0.00007593439,0.00008539595,0.0011423135],"category_scores_gemma":[0.0002033537,0.00023891866,0.00003446183,0.00044880612,0.00015048897,0.000041737785,0.000028117302,0.0002435904,0.000005656376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001982783,0.0004039216,0.7370624,0.00023324382,0.00011317194,0.24987759,0.0009834258,0.00023806123,0.0006808929,0.000001104877,0.0028315724,0.0055918666],"study_design_scores_gemma":[0.012450711,0.028821955,0.27346155,0.004772087,0.00076926744,0.30525818,0.0027894324,0.00026388845,0.3462344,0.00003420169,0.02325455,0.0018897719],"about_ca_topic_score_codex":0.13823718,"about_ca_topic_score_gemma":0.15301749,"teacher_disagreement_score":0.4636008,"about_ca_system_score_codex":0.0004820278,"about_ca_system_score_gemma":0.0007097639,"threshold_uncertainty_score":0.99977076},"labels":[],"label_agreement":null},{"id":"W2066365474","doi":"10.1046/j.1443-1661.2003.00239.x","title":"Photodiagnostic techniques for the endoscopic detection of premalignant gastrointestinal lesions","year":2003,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University Health Network; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Endoscopy; Chromoendoscopy; Biopsy; Radiology; Dysplasia; Malignancy; Colonoscopy; Pathology; Colorectal cancer; Cancer; Internal medicine","score_opus":0.02355026958771176,"score_gpt":0.2932097317979714,"score_spread":0.2696594622102596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066365474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61991876,0.00084498274,0.37367418,0.00014267016,0.00034642115,0.0023795227,0.000028505174,0.0002252174,0.002439754],"genre_scores_gemma":[0.9880856,0.000050148366,0.011018073,0.000050413793,0.000078953926,0.00054066983,0.0000041789963,0.00002066743,0.00015128056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99911124,0.000052400057,0.00022333884,0.00022361841,0.0001686497,0.00022074668],"domain_scores_gemma":[0.9984642,0.0009282033,0.00012305284,0.00021274036,0.00020297462,0.00006877877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022292952,0.00014282901,0.00021743577,0.00009786112,0.00015896288,0.000010562473,0.00005874897,0.000042783227,0.000024054987],"category_scores_gemma":[0.0017684873,0.0001000228,0.000120805074,0.00023022537,0.00011191731,0.000044254335,0.000012710464,0.00015858667,0.00000303496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042934353,0.00035768078,0.04071481,0.00026743146,0.00011831462,0.000018552511,0.00039621175,0.00005686305,0.91063416,0.0009794052,0.0001900848,0.041973054],"study_design_scores_gemma":[0.00080107787,0.005151129,0.027232205,0.0004319976,0.00013959664,0.00015267804,0.0001652666,0.00026168374,0.9639597,0.0001399853,0.0014872665,0.00007740401],"about_ca_topic_score_codex":0.00013138645,"about_ca_topic_score_gemma":0.000030393969,"teacher_disagreement_score":0.36816686,"about_ca_system_score_codex":0.00008229271,"about_ca_system_score_gemma":0.0001253127,"threshold_uncertainty_score":0.40788114},"labels":[],"label_agreement":null},{"id":"W2133723144","doi":"10.1111/j.1443-1661.2012.01374.x","title":"Comparison of endoscopic ultrasonography‐guided fine‐needle aspiration cytology results with and without the stylet in 3364 cases","year":2012,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Fundación Alfonso Martín Escudero","keywords":"Stylet; Medicine; Fine-needle aspiration; Malignancy; Radiology; Cytology; Biopsy; Surgery; Pathology","score_opus":0.08071236570889288,"score_gpt":0.4071920287029375,"score_spread":0.32647966299404463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133723144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919804,0.0012487618,0.00015887523,0.00045802174,0.00005026398,0.00073341554,0.000022960732,0.000019461544,0.0053278804],"genre_scores_gemma":[0.9970419,0.00006693364,0.0024627985,0.00008197214,0.00007018854,0.00008528282,0.0000415467,0.000013890852,0.00013550578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852085,0.00022345678,0.00040522902,0.00021717655,0.00023719163,0.00039608046],"domain_scores_gemma":[0.9982562,0.0010646578,0.00017788497,0.00025526123,0.00011649981,0.00012950525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004805525,0.00016817686,0.0006269086,0.00018324013,0.00008338257,0.000008100255,0.000078296915,0.00010267008,0.000026404028],"category_scores_gemma":[0.0007793851,0.0001025899,0.00003162103,0.0003142711,0.0005556637,0.00010156474,0.000029311574,0.00030449574,0.0000067138367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001230596,0.00041415164,0.9917131,0.000051161154,0.000084815045,0.0000104323635,0.0026276158,0.000003931579,0.0028129895,0.00040662452,0.00024226512,0.00040231211],"study_design_scores_gemma":[0.0049871765,0.002191135,0.9802467,0.00018000045,0.00013937433,0.00008582939,0.001243172,0.00014329833,0.010319257,0.000014010003,0.0003663054,0.00008374606],"about_ca_topic_score_codex":0.0005644707,"about_ca_topic_score_gemma":0.00024318174,"teacher_disagreement_score":0.01146641,"about_ca_system_score_codex":0.00004310407,"about_ca_system_score_gemma":0.00014164693,"threshold_uncertainty_score":0.41834944},"labels":[],"label_agreement":null},{"id":"W2160104723","doi":"10.1111/j.1443-1661.2004.00306.x","title":"A Case of Cronkhite–Canada Syndrome markedly improved with mesalazine therapy","year":2003,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mesalazine; Diarrhea; Gastroenterology; Abdominal pain; Internal medicine; Colonoscopy; Dermatology; Ulcerative colitis; Disease; Surgery; Cancer; Colorectal cancer","score_opus":0.011893168376569499,"score_gpt":0.24821618567986958,"score_spread":0.23632301730330008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160104723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910541,0.00082754757,0.00012438938,0.00009326277,0.0002403912,0.00072379474,0.000040175273,0.00003028052,0.0068660486],"genre_scores_gemma":[0.9935848,0.0000454035,0.0054368684,0.0002521339,0.00001921832,0.00007472363,0.0000090298445,0.000048778566,0.0005290186],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99869937,0.00007276994,0.00025897886,0.0003435243,0.0002797611,0.00034559015],"domain_scores_gemma":[0.99888164,0.00019204622,0.00013338844,0.0003818214,0.00021828471,0.00019283735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012265587,0.00025698735,0.0004446996,0.00007493143,0.000050770002,0.0000076466395,0.00007805123,0.00007021232,0.00060279603],"category_scores_gemma":[0.00018485224,0.00019078614,0.000055049655,0.0003113512,0.00016320839,0.000037843492,0.000015384765,0.00020373861,0.0000031830427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074587567,0.0009631377,0.80388635,0.000398296,0.0014715814,0.028746873,0.0011870421,0.00007780801,0.14498653,0.0004283159,0.0031871523,0.0072081494],"study_design_scores_gemma":[0.01833385,0.012278792,0.22472282,0.00044071503,0.0003380286,0.03816116,0.0010395378,0.00012756078,0.68858385,0.00016494001,0.014756187,0.0010525789],"about_ca_topic_score_codex":0.031525318,"about_ca_topic_score_gemma":0.017167868,"teacher_disagreement_score":0.57916355,"about_ca_system_score_codex":0.00022393522,"about_ca_system_score_gemma":0.0012635286,"threshold_uncertainty_score":0.97492385},"labels":[],"label_agreement":null},{"id":"W2258726759","doi":"10.1111/den.12634","title":"Paradigm Shift in the Surveillance and Management of Dysplasia in Inflammatory Bowel Disease (West)","year":2016,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Chromoendoscopy; Dysplasia; Inflammatory bowel disease; Ulcerative colitis; Colonoscopy; Guideline; Colorectal cancer; Disease; Internal medicine; Gastroenterology; General surgery; Cancer; Pathology","score_opus":0.012440643160201444,"score_gpt":0.2845099814588078,"score_spread":0.27206933829860636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258726759","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021165544,0.9764185,0.00001853374,0.000042770575,0.00010937473,0.0014940655,0.00025955043,0.000008238232,0.00048342388],"genre_scores_gemma":[0.03190933,0.9672148,0.0000214878,0.00003022513,0.00007714182,0.0004892351,0.00017698726,0.000047034944,0.000033747776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778694,0.00048663624,0.0005701297,0.0005857058,0.00020633222,0.00036427463],"domain_scores_gemma":[0.99880093,0.00009903113,0.00028754468,0.00067739456,0.00001313765,0.00012198571],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045132387,0.0004371773,0.0005451298,0.00013854764,0.000033436932,0.000025371157,0.0004689861,0.00018349734,0.000010124313],"category_scores_gemma":[0.0000585719,0.00030089592,0.0001732184,0.00011487293,0.00023477497,0.000008045569,0.00019276912,0.00017579904,0.000019921474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019218758,0.0008149169,0.7245163,0.08682496,0.0010368801,0.008790965,0.00051258487,0.000029263794,0.000022536156,0.034941312,0.0005889729,0.13999945],"study_design_scores_gemma":[0.0009943569,0.0000469883,0.7311494,0.00891235,0.00011026237,0.0000056153563,0.000017335917,0.0000010162056,0.0000037799803,0.00030244733,0.25795925,0.0004972482],"about_ca_topic_score_codex":0.0000045153943,"about_ca_topic_score_gemma":0.000037720944,"teacher_disagreement_score":0.25737026,"about_ca_system_score_codex":0.00004960673,"about_ca_system_score_gemma":0.00022417594,"threshold_uncertainty_score":0.9999443},"labels":[],"label_agreement":null},{"id":"W2746700464","doi":"10.1111/den.12950","title":"Endoscopic treatment of Barrett's esophagus: What can we learn from the Western perspective?","year":2017,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Radiofrequency ablation; Context (archaeology); Esophagus; Endoscopic treatment; Endoscopic mucosal resection; Barrett's esophagus; General surgery; Endoscopy; Surgery; Ablation; Internal medicine; Cancer; Adenocarcinoma","score_opus":0.10094790223495448,"score_gpt":0.4134245651147556,"score_spread":0.31247666287980114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746700464","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049057,0.9935333,0.0000035929218,0.0011212012,0.0005421997,0.0034375,0.00086431263,0.000059448575,0.00038938242],"genre_scores_gemma":[0.002105229,0.9918581,0.0001050886,0.000052076815,0.0009065054,0.00094396423,0.0004925992,0.00013582509,0.003400561],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642086,0.00041046244,0.00064464775,0.0010361029,0.0007575211,0.000730379],"domain_scores_gemma":[0.9957065,0.0011019217,0.0006887464,0.0018074666,0.0002531968,0.00044218986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012977474,0.0009679501,0.0032594411,0.00019128666,0.00032076184,0.00022932707,0.00061832694,0.0003032625,0.00025730976],"category_scores_gemma":[0.00023393559,0.0005422238,0.0010805087,0.00019478251,0.00058609963,0.0002190212,0.00014237697,0.00059002655,0.00022347274],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021437569,0.0007543395,0.02524168,0.0021549035,0.0038652087,0.0013235621,0.002560523,2.2315801e-7,3.661026e-7,0.000105743755,0.00023746966,0.9635416],"study_design_scores_gemma":[0.00843455,0.007869972,0.010109435,0.06540685,0.0090835085,0.00010665235,0.0016206802,0.0000012652574,0.0006393488,0.00022670135,0.89575464,0.0007464271],"about_ca_topic_score_codex":0.0049334327,"about_ca_topic_score_gemma":0.0003288652,"teacher_disagreement_score":0.9627952,"about_ca_system_score_codex":0.0020398796,"about_ca_system_score_gemma":0.0020698237,"threshold_uncertainty_score":0.99970293},"labels":[],"label_agreement":null},{"id":"W2748872255","doi":"10.1111/den.12957","title":"Two penetrating vessels as a novel indicator of the appropriate distal end of peroral endoscopic myotomy","year":2017,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Myotomy; Surgery; Achalasia; Esophagus","score_opus":0.022523387861016736,"score_gpt":0.30587366797565163,"score_spread":0.2833502801146349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748872255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98959124,0.00007230069,0.0003036227,0.0003548564,0.0002584084,0.00060994015,0.000063047824,0.00002095318,0.008725648],"genre_scores_gemma":[0.9964682,0.000003916731,0.0031315885,0.000059486134,0.000059638667,0.000028063389,0.000011853943,0.000021955946,0.00021532811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985158,0.000049753355,0.00038984168,0.00032012232,0.00041863904,0.00030583827],"domain_scores_gemma":[0.99825054,0.00015773207,0.00059285306,0.00073022855,0.00013561209,0.0001330109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020651279,0.00021545413,0.0004254218,0.00006547228,0.00024410618,0.000030624004,0.00042145458,0.000057895948,0.000116647],"category_scores_gemma":[0.0017691993,0.00015605602,0.00017301526,0.00008747725,0.00095154124,0.00014662085,0.00018355712,0.00031765376,0.000012050844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026457862,0.00030663447,0.90340567,0.00016880779,0.00005596017,0.000005689941,0.0008044387,0.0000038398593,0.0923942,0.002087082,0.000008189609,0.00049492583],"study_design_scores_gemma":[0.003207334,0.0004421513,0.8943093,0.00048281738,0.000094750976,0.000007010688,0.0006640688,0.000046607507,0.10031891,0.00031367652,0.000031069147,0.000082298604],"about_ca_topic_score_codex":0.0009037762,"about_ca_topic_score_gemma":0.000036219117,"teacher_disagreement_score":0.009096345,"about_ca_system_score_codex":0.000034774363,"about_ca_system_score_gemma":0.00034963858,"threshold_uncertainty_score":0.636378},"labels":[],"label_agreement":null},{"id":"W2884124450","doi":"10.1111/den.13244","title":"Reply to: Impact of preoperative biliary drainage on postoperative outcome after pancreaticoduodenectomy","year":2018,"lang":"en","type":"letter","venue":"Digestive Endoscopy","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Biliary drainage; Pancreaticoduodenectomy; General hospital; Pancreas; General surgery; Internal medicine","score_opus":0.03389654799659782,"score_gpt":0.37738959690010077,"score_spread":0.34349304890350296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884124450","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7816226,0.00024423958,0.00011752684,0.16627257,0.0003385072,0.004532375,0.0010717944,0.000107731255,0.045692675],"genre_scores_gemma":[0.4563107,0.000045589546,0.0043847747,0.50462025,0.0027928774,0.0013124561,0.00070572103,0.00024194445,0.029585669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99504846,0.0006604927,0.0009739238,0.0012437201,0.0010249998,0.0010483755],"domain_scores_gemma":[0.9951447,0.0016826818,0.00033068555,0.0013630065,0.0010853779,0.00039351205],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005271015,0.00092918007,0.0028241014,0.0007447939,0.00013760455,0.00004524136,0.00038619497,0.0008412494,0.002505944],"category_scores_gemma":[0.0023944832,0.0006384651,0.0006196705,0.00053936115,0.0007896112,0.00012351973,0.00020901738,0.0023365982,0.0010634923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004298761,0.00034258634,0.49550152,0.00027919814,0.0013930049,0.0023360865,0.0025599266,0.000002671376,0.0005893529,0.000023530603,0.49259472,0.000078649355],"study_design_scores_gemma":[0.0049492023,0.034385707,0.8882331,0.0024758924,0.0015903456,0.00017449378,0.00020752735,0.00007568808,0.005454217,0.00014090382,0.06110097,0.0012119382],"about_ca_topic_score_codex":0.0009107907,"about_ca_topic_score_gemma":0.0000076001725,"teacher_disagreement_score":0.43149376,"about_ca_system_score_codex":0.0010511047,"about_ca_system_score_gemma":0.0013954762,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W2885003174","doi":"10.1111/den.13245","title":"Picking up the tab: Gastrointestinal bleeding due to an embedded bread bag clip","year":2018,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Gastrointestinal bleeding; General surgery; Surgery","score_opus":0.036537730287995625,"score_gpt":0.3377368019016952,"score_spread":0.3011990716136996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885003174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825873,0.00006776384,0.0047059082,0.0013303008,0.00075253437,0.00071587955,0.000021476972,0.00025548306,0.009563368],"genre_scores_gemma":[0.97958875,0.0000019759314,0.014393915,0.0021812553,0.0030488728,0.000048037244,0.000032199576,0.00006355202,0.00064146874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759984,0.000103140876,0.0003626512,0.00056121685,0.00063882535,0.0007343062],"domain_scores_gemma":[0.9978047,0.0005101989,0.00011254475,0.00055647106,0.00036112205,0.00065495126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054229266,0.00031431063,0.000417401,0.00015014742,0.00033185538,0.00006706907,0.00031006392,0.000068340545,0.00068564387],"category_scores_gemma":[0.0029175226,0.00021630511,0.000097895405,0.00046633484,0.0006458917,0.00018415613,0.00014741244,0.00047562204,0.0005166777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052352054,0.0011018623,0.6727666,0.00024339468,0.00027716966,0.004633995,0.013830269,0.000034064775,0.23967376,0.014937501,0.027982919,0.01928321],"study_design_scores_gemma":[0.007549071,0.019146165,0.6807128,0.0042877346,0.00056474016,0.012169965,0.008466876,0.002422912,0.25199944,0.0010011039,0.010428725,0.0012504213],"about_ca_topic_score_codex":0.00016257456,"about_ca_topic_score_gemma":0.00002873052,"teacher_disagreement_score":0.018044304,"about_ca_system_score_codex":0.00014514601,"about_ca_system_score_gemma":0.00021945026,"threshold_uncertainty_score":0.8820666},"labels":[],"label_agreement":null},{"id":"W2901499084","doi":"10.1111/den.13294","title":"Peroral endoscopic myotomy (POEM) for complex achalasia and the POEM difficulty score","year":2018,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Achalasia; Myotomy; Medicine; Sigmoid function; Surgery; Adverse effect; Esophagus; Internal medicine","score_opus":0.039807403106106504,"score_gpt":0.3224355841086901,"score_spread":0.2826281810025836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901499084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992698,0.00021660326,0.00059245893,0.00078363245,0.00023640321,0.0017943069,0.000096987664,0.00008642419,0.003495163],"genre_scores_gemma":[0.9928724,0.000022402297,0.0040818835,0.0005575507,0.00044596853,0.00027293694,0.00014232476,0.00003818309,0.0015663499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998566,0.00006401996,0.00023593594,0.00042361915,0.00024024634,0.0004702203],"domain_scores_gemma":[0.9989166,0.0002703912,0.00010071322,0.0003153736,0.00018574379,0.0002111556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000124527,0.00029938936,0.00047474055,0.00006472131,0.0003376435,0.0000476826,0.00012260582,0.00007642405,0.00010834875],"category_scores_gemma":[0.00020259051,0.00017382258,0.00013223778,0.00012382562,0.00078378886,0.00008391243,0.000072861556,0.00015906514,0.0000770872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011235694,0.00027626532,0.9886362,0.000070240385,0.00031124428,0.00008616257,0.0011258933,2.661473e-7,0.0012031831,0.0027630941,0.0016642801,0.0027396183],"study_design_scores_gemma":[0.015131055,0.0014450648,0.9755884,0.000081305836,0.00026268276,0.000010628273,0.00012191653,0.0001871941,0.004874224,0.0002857567,0.001938115,0.00007366651],"about_ca_topic_score_codex":0.00003351932,"about_ca_topic_score_gemma":0.0000067570363,"teacher_disagreement_score":0.0140074855,"about_ca_system_score_codex":0.00006925805,"about_ca_system_score_gemma":0.0000633701,"threshold_uncertainty_score":0.7088279},"labels":[],"label_agreement":null},{"id":"W2901883077","doi":"10.1111/den.13307","title":"Single‐operator peroral cholangioscope in treating difficult biliary stones: A systematic review and meta‐analysis","year":2018,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Adverse effect; Randomized controlled trial; Cochrane Library; Confidence interval; MEDLINE; Bile duct; Publication bias; Internal medicine; Surgery","score_opus":0.05814317046470386,"score_gpt":0.35009226534868887,"score_spread":0.291949094883985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901883077","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010755036,0.99340767,0.000008395339,0.00009201166,0.000051649247,0.005660087,0.00014513746,0.00008209259,0.00044539943],"genre_scores_gemma":[0.00026271405,0.99614024,0.0004765921,0.0004465179,0.00006403964,0.0014556203,0.00047815748,0.00010047883,0.00057564455],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99572206,0.00076346233,0.0014619597,0.0010769755,0.00042875166,0.000546822],"domain_scores_gemma":[0.9976117,0.00046800415,0.0005874887,0.0008099125,0.0002572659,0.0002656021],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006196459,0.0009983944,0.011255417,0.00074545137,0.00009849651,0.00008535956,0.00025667908,0.00030740592,0.00025274666],"category_scores_gemma":[0.0010504589,0.00060045667,0.0018837254,0.0024217307,0.00019982105,0.00014526496,0.0001082572,0.00053994387,0.00008343682],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000096868125,0.00033566993,0.00025127496,0.9204569,0.077788614,0.00009737115,0.00029286524,1.04399405e-7,0.0000013118131,0.000004831209,0.00013887743,0.00062248163],"study_design_scores_gemma":[0.00039022748,0.0002714781,0.00006382612,0.16046208,0.8329296,0.00007101244,0.00020820518,0.000002298417,0.0000019815059,7.1618797e-7,0.005080153,0.0005184358],"about_ca_topic_score_codex":0.00013455198,"about_ca_topic_score_gemma":0.000057861107,"teacher_disagreement_score":0.7599948,"about_ca_system_score_codex":0.00020568038,"about_ca_system_score_gemma":0.00027291814,"threshold_uncertainty_score":0.9996447},"labels":[],"label_agreement":null},{"id":"W2922068822","doi":"10.1111/den.13389","title":"Randomized controlled study of the prediction of diminutive/small colorectal polyp histology using didactic versus computer‐based self‐learning module in gastroenterology trainees","year":2019,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research; Birmingham Biomedical Research Centre; University Hospitals Birmingham NHS Foundation Trust","keywords":"Diminutive; Medicine; Randomized controlled trial; Nice; Internal medicine; Colorectal Polyp; Endoscopy; Gastroenterology; Confidence interval; Colorectal cancer; Colonoscopy; Cancer; Computer science","score_opus":0.019886646414915946,"score_gpt":0.2641495560505881,"score_spread":0.24426290963567215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922068822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940934,0.000058162597,0.0018592904,0.00002606631,0.0009325419,0.0028094165,0.0000057285065,0.000048812755,0.00016657844],"genre_scores_gemma":[0.9991076,0.0000028348516,0.0006776822,0.000015096363,0.00005002839,0.00010999937,0.0000067990222,0.000017810618,0.000012168466],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9976498,0.0010062266,0.00058147026,0.00030180445,0.0002251035,0.00023561419],"domain_scores_gemma":[0.9978466,0.0012784824,0.00051185704,0.0001681977,0.00014912029,0.000045753197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048671648,0.00019506051,0.0014054538,0.00027148504,0.00004924921,0.000004362149,0.00008883643,0.00009660235,0.000017770592],"category_scores_gemma":[0.0004748318,0.00014112933,0.00024641576,0.0002567749,0.00015718686,0.00004199486,0.000043726497,0.00035914502,5.907862e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6734017,0.0006082015,0.30670494,0.000037009348,0.00033330978,0.000004707961,0.0019472508,0.009832357,0.007024822,0.000005389799,5.083044e-7,0.0000997705],"study_design_scores_gemma":[0.56916183,0.020222727,0.19486345,0.00013433478,0.0004976888,0.000013230512,0.00079634716,0.2108992,0.003339542,0.0000020586394,0.0000011195353,0.00006845464],"about_ca_topic_score_codex":0.0005610578,"about_ca_topic_score_gemma":0.00011726511,"teacher_disagreement_score":0.20106685,"about_ca_system_score_codex":0.00023681865,"about_ca_system_score_gemma":0.00011708842,"threshold_uncertainty_score":0.5755087},"labels":[],"label_agreement":null},{"id":"W2954853016","doi":"10.1111/den.13471","title":"Clinical outcomes of per‐oral endoscopic tumor resection for submucosal tumors in the esophagus and gastric cardia","year":2019,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Esophagus; Gastric tumor; Surgery; Myotomy; GiST; Endoscopy; Stomach; Internal medicine","score_opus":0.035454959607283454,"score_gpt":0.36652295635380155,"score_spread":0.3310679967465181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954853016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99654764,0.0007711737,0.00004889893,0.00029669036,0.00012835558,0.0018474285,0.000037840255,0.000017857006,0.00030412708],"genre_scores_gemma":[0.9963827,0.000023496652,0.0030874466,0.00008803275,0.0000626046,0.0001633908,0.000029968458,0.00001978774,0.00014258208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829394,0.00019836046,0.000402582,0.00035109403,0.00034564701,0.00040836068],"domain_scores_gemma":[0.9981291,0.0012196198,0.000114442315,0.00027281608,0.000118885575,0.0001451223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067531015,0.00019001224,0.00058020273,0.00017791279,0.000044683144,0.00001759419,0.000108993685,0.000032079355,0.000024266297],"category_scores_gemma":[0.0010154736,0.00012001999,0.00017804735,0.00020402463,0.00016694731,0.0000682639,0.000042747666,0.00031193992,0.000021793527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013258957,0.00036004776,0.99707264,0.00008417017,0.00006746797,0.00011812353,0.000101089056,0.000001993059,0.00017864988,0.00023708052,0.000058067806,0.00039474916],"study_design_scores_gemma":[0.00539779,0.0065153083,0.98607165,0.00012633098,0.000064189604,0.00013594211,0.00041681642,0.00007264182,0.0010025343,0.00010720205,0.000027452537,0.00006215106],"about_ca_topic_score_codex":0.000256754,"about_ca_topic_score_gemma":0.000035673325,"teacher_disagreement_score":0.011001024,"about_ca_system_score_codex":0.000073278,"about_ca_system_score_gemma":0.00016629754,"threshold_uncertainty_score":0.48942733},"labels":[],"label_agreement":null},{"id":"W2971673290","doi":"10.1111/den.13521","title":"Performance measures in inflammatory bowel disease surveillance colonoscopy: Implementing changes to practice improves performance","year":2019,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute for Health and Care Research","keywords":"Medicine; Chromoendoscopy; Colonoscopy; Inflammatory bowel disease; Endoscopy; Internal medicine; Clinical Practice; Colorectal cancer; Gastroenterology; Disease; Physical therapy; Cancer","score_opus":0.012269775118681322,"score_gpt":0.2808275482468494,"score_spread":0.2685577731281681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971673290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99414057,0.0004030346,0.00007145913,0.0009633653,0.0005598555,0.0011794801,0.000011522994,0.00013942458,0.0025312626],"genre_scores_gemma":[0.99734306,0.00021976938,0.00078804314,0.00064541417,0.00020149133,0.00026776083,0.000018929468,0.000039087598,0.0004764498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807775,0.000086807,0.000294551,0.00051480305,0.00043810898,0.00058798946],"domain_scores_gemma":[0.99878293,0.00021168574,0.00016135207,0.00034448944,0.00023501451,0.00026450984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006843217,0.000258486,0.00030896408,0.000261543,0.00012534717,0.0000493192,0.00012517467,0.00006691998,0.000037472284],"category_scores_gemma":[0.0005632737,0.00025130305,0.00005030837,0.00039997796,0.000043312473,0.00035936214,0.000106581785,0.00032641887,0.00012760833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014836397,0.0000686602,0.9482364,0.00026544003,0.00003407191,0.000015875565,0.0006399527,0.00021070585,0.017489232,0.000007916545,0.00008693054,0.018108383],"study_design_scores_gemma":[0.0015501243,0.0028931724,0.95250154,0.0004037441,0.000029121351,0.000011771248,0.00032471487,0.0030277558,0.01823042,0.0000010582963,0.020744402,0.00028220227],"about_ca_topic_score_codex":0.00016669468,"about_ca_topic_score_gemma":0.00017765464,"teacher_disagreement_score":0.020657472,"about_ca_system_score_codex":0.00030944077,"about_ca_system_score_gemma":0.0002500457,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W3000634679","doi":"10.1111/den.13623","title":"Non‐technical skills curriculum incorporating simulation‐based training improves performance in colonoscopy among novice endoscopists: Randomized controlled trial","year":2020,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; Hospital for Sick Children; University of Toronto","funders":"Canadian Association of Gastroenterology","keywords":"Medicine; Randomized controlled trial; Colonoscopy; Curriculum; Medical physics; Physical therapy; Medical education; Internal medicine; Colorectal cancer","score_opus":0.02159439177047165,"score_gpt":0.3340741595780431,"score_spread":0.3124797678075715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000634679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794744,0.000105921186,0.0031678204,0.0019764479,0.0007697251,0.013173611,0.000012145937,0.0002869898,0.0010329247],"genre_scores_gemma":[0.985952,0.000008332019,0.008050799,0.0018451943,0.00081141636,0.0030113503,0.00020716067,0.000082217906,0.00003149905],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952803,0.0005402924,0.0020045885,0.0008283366,0.00071082596,0.0006356085],"domain_scores_gemma":[0.9897618,0.0077302437,0.0010314146,0.00041215032,0.00053342746,0.00053092046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013882378,0.0005413047,0.0024963974,0.00041366965,0.00023940916,0.00007391571,0.00024098586,0.00032508082,0.0001239388],"category_scores_gemma":[0.007843826,0.00047761452,0.00039762064,0.0011571579,0.00040016868,0.00035808273,0.00004559256,0.000934083,0.00004167483],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.62513745,0.0005684947,0.3262213,0.00023199516,0.000087824454,0.000020648253,0.0029790169,0.04367881,0.0008482316,0.000066479304,0.000024316752,0.00013543616],"study_design_scores_gemma":[0.5649338,0.0010339876,0.02049842,0.00046948498,0.00013231221,7.4008005e-7,0.0005601866,0.41144145,0.00065102323,0.000015978994,0.000009568523,0.00025304395],"about_ca_topic_score_codex":0.00021485692,"about_ca_topic_score_gemma":0.000015980802,"teacher_disagreement_score":0.36776266,"about_ca_system_score_codex":0.0005301354,"about_ca_system_score_gemma":0.0018432842,"threshold_uncertainty_score":0.99976754},"labels":[],"label_agreement":null},{"id":"W3104305368","doi":"10.1111/den.13896","title":"Artificial intelligence and deep learning for small bowel capsule endoscopy","year":2020,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Capsule endoscopy; Artificial intelligence; Deep learning; Applications of artificial intelligence; Standardization; Medicine; Computer science; Radiology","score_opus":0.09227178267244532,"score_gpt":0.3505367110828707,"score_spread":0.25826492841042537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104305368","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009640138,0.9917065,0.004613054,0.00022627928,0.00027139703,0.0024979762,0.00006505048,0.0001527518,0.0003706269],"genre_scores_gemma":[0.0006287662,0.97410893,0.023060536,0.000066625355,0.0005490008,0.0009475337,0.00036925724,0.00014136871,0.00012798903],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973675,0.00009530458,0.0007454971,0.0009682176,0.00022788836,0.00059559674],"domain_scores_gemma":[0.99775696,0.000993194,0.00040597582,0.00023737406,0.00015531578,0.0004511577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018639535,0.0007558378,0.0021197274,0.00020040253,0.00020355408,0.00009344045,0.00016036331,0.00021734333,0.00004732419],"category_scores_gemma":[0.0013691125,0.0006127582,0.00052351685,0.00026525953,0.00016461965,0.000049817587,0.000115525676,0.00074805133,0.0001308411],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108394364,0.0002589289,0.0008677592,0.0068793306,0.00043488463,0.00027512677,0.00018820839,0.0000041052,0.00001644419,0.0008963449,0.00006595744,0.99000454],"study_design_scores_gemma":[0.0006378837,0.0059499587,0.00020956641,0.030912844,0.0063557085,0.0005067069,0.00026128965,0.00036684566,0.0008058259,0.000325622,0.952794,0.0008737539],"about_ca_topic_score_codex":0.00004000719,"about_ca_topic_score_gemma":0.000005024886,"teacher_disagreement_score":0.98913074,"about_ca_system_score_codex":0.00023395357,"about_ca_system_score_gemma":0.0002647174,"threshold_uncertainty_score":0.99963236},"labels":[],"label_agreement":null},{"id":"W3138101398","doi":"10.1111/den.13942","title":"Peroral endoscopic tumor resection of a granular cell tumor arising from the 4th layer: Case report with video","year":2021,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Endoscopic mucosal resection; Resection; Granular cell tumor; Layer (electronics); General surgery; Radiology; Surgery; Pathology; Nanotechnology","score_opus":0.026602804438795376,"score_gpt":0.2915713575361436,"score_spread":0.26496855309734824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138101398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946726,0.0012450877,0.00039023024,0.0004913376,0.00022686346,0.00045589346,0.00007603095,0.00006475337,0.002377199],"genre_scores_gemma":[0.99434996,0.00001984146,0.0041705077,0.0006364842,0.00030924863,0.0000495309,0.00008961324,0.00003329266,0.0003415092],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980748,0.00018698198,0.00044546498,0.0005364241,0.000417961,0.00033835214],"domain_scores_gemma":[0.99799085,0.00065154483,0.00031062248,0.00053827977,0.00033633184,0.0001723534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023421524,0.0002534061,0.00055928103,0.000051796454,0.00020794413,0.00003970988,0.000085917636,0.00005777368,0.00027532547],"category_scores_gemma":[0.00083142094,0.00015350828,0.00014126043,0.00038953812,0.00023389135,0.0001008639,0.00007515088,0.00044125732,0.000011504273],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008892163,0.0003782162,0.5945386,0.000062457206,0.00002848449,0.37794128,0.0004283152,0.000013452759,0.024931943,0.00005186723,0.0006087408,0.00012740112],"study_design_scores_gemma":[0.0045389086,0.003291215,0.38898218,0.0005824454,0.00056992465,0.036500838,0.003829337,0.00008088185,0.5578029,0.00018445711,0.0033465566,0.00029036193],"about_ca_topic_score_codex":0.002122711,"about_ca_topic_score_gemma":0.0003558454,"teacher_disagreement_score":0.53287095,"about_ca_system_score_codex":0.00011090803,"about_ca_system_score_gemma":0.0004337568,"threshold_uncertainty_score":0.6259886},"labels":[],"label_agreement":null},{"id":"W3156211573","doi":"10.1111/den.13986","title":"Endoscopic ultrasound‐guided rendezvous with a combination of 22‐gauge needle and 0.018‐inch guidewire for acute cholangitis with Cronkhite‐Canada syndrome","year":2021,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Endoscopic ultrasound; Rendezvous; Radiology; Ultrasound; General surgery; Surgery; Aerospace engineering","score_opus":0.00891580940660161,"score_gpt":0.2563932680353768,"score_spread":0.2474774586287752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156211573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936322,0.0008100137,0.0005352085,0.0007977727,0.00011540085,0.0009833206,0.00030904115,0.00005214418,0.0027649037],"genre_scores_gemma":[0.99322116,0.00012480492,0.004148614,0.00038656362,0.000027454187,0.00013815064,0.0006217429,0.00005675801,0.0012747532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982541,0.00004512196,0.0003325855,0.00049440353,0.00045804516,0.0004157202],"domain_scores_gemma":[0.99847674,0.00025425246,0.00017052228,0.0003465094,0.0005584075,0.00019355067],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008698326,0.00031151125,0.00061352557,0.000108076536,0.00012752505,0.000039985756,0.000096656135,0.000086722954,0.00011385781],"category_scores_gemma":[0.0001816949,0.0002474256,0.00005898048,0.00036162836,0.00018934713,0.00015586078,0.000030528554,0.00017935778,0.0000013718162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016775248,0.0011756867,0.9065036,0.0011556026,0.0031164663,0.0021960821,0.00186334,0.00002825071,0.062564544,0.0022235413,0.01607038,0.0014249581],"study_design_scores_gemma":[0.02291397,0.006131398,0.819519,0.0012046843,0.0017236645,0.0055341586,0.0033150367,0.000055449782,0.13526505,0.00035357501,0.003267201,0.0007168197],"about_ca_topic_score_codex":0.014500583,"about_ca_topic_score_gemma":0.011140261,"teacher_disagreement_score":0.086984634,"about_ca_system_score_codex":0.00013504823,"about_ca_system_score_gemma":0.0010533974,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W4225117307","doi":"10.1111/den.14345","title":"Evaluation and management of esophageal varices by through‐the‐scope endoscopic Doppler probe method","year":2022,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Varices; Esophageal varices; Radiology; Ligation; Color doppler; Portal hypertension; Esophagus; Internal medicine; Gastroenterology; Ultrasonography; Cirrhosis","score_opus":0.023872024791760083,"score_gpt":0.3350856297833518,"score_spread":0.31121360499159173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225117307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88010514,0.033846974,0.04514644,0.0020824538,0.0006538331,0.007943838,0.0006502024,0.00015167243,0.029419456],"genre_scores_gemma":[0.98725754,0.0008949769,0.010427602,0.00027356378,0.000030040617,0.0005819253,0.0002758618,0.000017350887,0.00024111965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984006,0.00029254533,0.00019665822,0.00027158263,0.0006831743,0.00015539324],"domain_scores_gemma":[0.99945647,0.00012718547,0.000105956526,0.00017179547,0.00009022824,0.000048343034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005022998,0.00012658368,0.00018089048,0.000045713925,0.00018027233,0.0000119637225,0.000084001476,0.00002019667,0.00037270883],"category_scores_gemma":[0.0000058662504,0.00009924938,0.000040986673,0.00021145816,0.00005908858,0.000120380326,0.000055968456,0.00012544607,0.000004971524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009369715,0.0070775454,0.54265994,0.009588661,0.0230178,0.0010320682,0.06826664,0.0026658552,0.10003954,0.113490336,0.015934663,0.10685727],"study_design_scores_gemma":[0.02219256,0.0027058402,0.78557163,0.0005778693,0.01778282,0.00011423951,0.0058055525,0.0025293387,0.14945915,0.0069163404,0.0057397266,0.00060491514],"about_ca_topic_score_codex":0.00015624535,"about_ca_topic_score_gemma":0.0000014272088,"teacher_disagreement_score":0.24291174,"about_ca_system_score_codex":0.00007180107,"about_ca_system_score_gemma":0.00007317408,"threshold_uncertainty_score":0.40809005},"labels":[],"label_agreement":null},{"id":"W4281261411","doi":"10.1111/den.14356","title":"Role of the endoscopic Doppler probe in <scp>nonvariceal</scp> upper gastrointestinal bleeding: Systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"King Saud University","keywords":"Medicine; Upper gastrointestinal bleeding; Meta-analysis; Observational study; Odds ratio; Endoscopy; Internal medicine; Intensive care unit; Hemostasis; MEDLINE; Systematic review; Surgery","score_opus":0.04540177689330462,"score_gpt":0.314744257018539,"score_spread":0.2693424801252344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281261411","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000065242966,0.991903,0.0000100449,0.0001170365,0.00003960645,0.0067918478,0.00018743634,0.00004580309,0.00083998527],"genre_scores_gemma":[0.0004209639,0.9918674,0.0023932033,0.00015856775,0.00003096602,0.004424672,0.00013790432,0.000097400734,0.0004688703],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9951522,0.0006663803,0.00174735,0.0009785464,0.0007911749,0.0006643629],"domain_scores_gemma":[0.99392766,0.0031370053,0.0015945922,0.00091964524,0.00016985972,0.00025123978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086701603,0.0009987417,0.009296579,0.0006898495,0.00014039624,0.00004479842,0.0004916018,0.00010427178,0.00028863465],"category_scores_gemma":[0.0022084643,0.0005748023,0.0025749633,0.00231982,0.00018712171,0.000082109735,0.0004127383,0.0010206709,0.000016846407],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005216889,0.0009057683,0.025686193,0.9012514,0.07114317,0.0001202197,0.00018435986,0.0000029147,0.0000052926493,0.00040509008,0.0001307544,0.0001596223],"study_design_scores_gemma":[0.00042285287,0.00057730835,0.0016290658,0.17132592,0.8199686,0.0009460774,0.00019988262,0.0000051253055,0.00000831125,0.000019541902,0.004750765,0.0001465634],"about_ca_topic_score_codex":0.00021676587,"about_ca_topic_score_gemma":0.000013922671,"teacher_disagreement_score":0.74882543,"about_ca_system_score_codex":0.00036984126,"about_ca_system_score_gemma":0.00040057962,"threshold_uncertainty_score":0.9996703},"labels":[],"label_agreement":null},{"id":"W4281396570","doi":"10.1111/den.14354","title":"Nomogram for prediction of adverse events after lumen‐apposing metal stent placement for drainage of pancreatic fluid collections","year":2022,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Nomogram; Confidence interval; Odds ratio; Stent; Adverse effect; Internal medicine; Percutaneous; Radiology; Surgery; Gastroenterology","score_opus":0.016390700777979016,"score_gpt":0.26981346886122426,"score_spread":0.25342276808324526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281396570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963723,0.00021822273,0.027483853,0.00004188941,0.00026032704,0.00400892,0.0036665078,0.000026216376,0.00057108677],"genre_scores_gemma":[0.9846213,0.000008448228,0.008719443,0.000018534707,0.000029799776,0.004345414,0.0007123856,0.00002354783,0.0015211651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989953,0.000049357375,0.00031397466,0.00022033893,0.00023935307,0.00018165297],"domain_scores_gemma":[0.9993269,0.00012762401,0.00015735283,0.00017379515,0.00015147767,0.0000628573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015292324,0.00013621239,0.0003342476,0.00019512163,0.00025334416,0.0000016439736,0.00004066632,0.000027318922,0.00013312467],"category_scores_gemma":[0.00006096271,0.00012945701,0.00031346612,0.00024571604,0.000048530095,0.000057312707,0.000037515965,0.000056139597,7.84482e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06451443,0.030655859,0.623952,0.004451119,0.030240173,0.00016148436,0.010830243,0.0071991687,0.21647504,0.0040442245,0.0032379099,0.004238402],"study_design_scores_gemma":[0.10269325,0.06327261,0.5682352,0.0016179351,0.028167669,0.00022722632,0.020469038,0.015569093,0.18180548,0.0017363982,0.015093421,0.0011126368],"about_ca_topic_score_codex":0.000030107762,"about_ca_topic_score_gemma":0.0000020990642,"teacher_disagreement_score":0.055716712,"about_ca_system_score_codex":0.00025707012,"about_ca_system_score_gemma":0.000113457165,"threshold_uncertainty_score":0.52791035},"labels":[],"label_agreement":null},{"id":"W4295449593","doi":"10.1111/den.14435","title":"Learning curve for peroral endoscopic myotomy in therapeutic endoscopy experts and nonexperts: Large single‐center experience","year":2022,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Interquartile range; Myotomy; Therapeutic endoscopy; Achalasia; Endoscopy; GERD; Adverse effect; Single Center; Retrospective cohort study; Surgery; Esophagus; Internal medicine; Reflux; Disease","score_opus":0.027076383956436273,"score_gpt":0.3167525365134315,"score_spread":0.2896761525569952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295449593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99515265,0.0013785185,0.0006390976,0.00011253676,0.0003372912,0.0014653589,0.00006784009,0.00010093634,0.00074577244],"genre_scores_gemma":[0.99483776,0.000036161073,0.0015560851,0.0005544334,0.00008448763,0.0020604322,0.00015169746,0.00007420225,0.000644742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974803,0.00018717216,0.00037372208,0.0007287358,0.00040644174,0.0008236806],"domain_scores_gemma":[0.9990578,0.0002546032,0.00012967487,0.0002723286,0.00006414385,0.00022142506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016985554,0.0003946425,0.00054750097,0.00026062535,0.00042150897,0.00004904816,0.00014900403,0.00006920292,0.0002663373],"category_scores_gemma":[0.00014031003,0.00036118343,0.0001261768,0.00026350658,0.00012319276,0.00021264165,0.00017740123,0.00036612072,0.0000075290764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058934366,0.0011543388,0.98358667,0.000038436017,0.00007967452,0.0003722632,0.0073743244,0.000010151652,0.005513061,0.00029312412,0.000024730225,0.0009639092],"study_design_scores_gemma":[0.0497949,0.014096426,0.85659057,0.0003814862,0.00020089361,0.000097108095,0.023594089,0.0010649513,0.04077022,0.00036709098,0.012274618,0.0007676313],"about_ca_topic_score_codex":0.000039145558,"about_ca_topic_score_gemma":0.0000043278224,"teacher_disagreement_score":0.12699607,"about_ca_system_score_codex":0.00045836903,"about_ca_system_score_gemma":0.00009338771,"threshold_uncertainty_score":0.999884},"labels":[],"label_agreement":null},{"id":"W4298087576","doi":"10.1111/den.14445","title":"Classification, risk factors, and management of lumen apposing metal stent dysfunction during follow‐up of endoscopic ultrasound‐guided choledochoduodenostomy: Multicenter evaluation from the Leuven‐Amsterdam‐Milan Study Group","year":2022,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Stent; Endoscopic ultrasound; Lumen (anatomy); Multicenter study; Radiology; Surgery; Randomized controlled trial","score_opus":0.034199422461853216,"score_gpt":0.29267291619569186,"score_spread":0.25847349373383866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298087576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99520135,0.00057534163,0.00017132812,0.000065402055,0.0004826719,0.003132582,0.00012704764,0.00003497126,0.00020932964],"genre_scores_gemma":[0.99869126,0.0001704191,0.00023744044,0.000024667013,0.000039103412,0.00035832464,0.00038540107,0.00003114676,0.00006225475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717295,0.00060953404,0.00056589465,0.0005129619,0.00090234046,0.0002363349],"domain_scores_gemma":[0.9985746,0.00027374976,0.0004425107,0.00046947485,0.00017053632,0.00006909262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066851627,0.00026014965,0.00042551613,0.00013314895,0.00033992712,0.000026294867,0.00017112982,0.000039495673,0.00016070617],"category_scores_gemma":[0.00013827208,0.00019677257,0.00012214943,0.00027458242,0.000106596795,0.00014178731,0.00014727525,0.00028532004,0.0000016103481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000499969,0.0008473438,0.95319366,0.00007582244,0.0010578041,0.0000032206694,0.008029246,0.000082246486,0.03554366,0.00001670838,0.000044774395,0.00060554384],"study_design_scores_gemma":[0.009202782,0.00062728743,0.9420371,0.000089827365,0.0017278759,0.0000026249159,0.041157186,0.0002907538,0.004664024,0.000023707054,0.000050460247,0.00012639545],"about_ca_topic_score_codex":0.0011357827,"about_ca_topic_score_gemma":0.000058257487,"teacher_disagreement_score":0.03312794,"about_ca_system_score_codex":0.00022019575,"about_ca_system_score_gemma":0.00004654867,"threshold_uncertainty_score":0.80241525},"labels":[],"label_agreement":null},{"id":"W4311325600","doi":"10.1111/den.14498","title":"Comparing size measurements of simulated colorectal polyp size and morphology groups when using a virtual scale endoscope or visual size estimation: Blinded randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Endoscope; Virtual colonoscopy; Randomized controlled trial; Colonoscopy; Nuclear medicine; Morphology (biology); Gastroenterology; Internal medicine; Surgery; Colorectal cancer","score_opus":0.04403462187083103,"score_gpt":0.325758084077605,"score_spread":0.28172346220677397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311325600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904973,0.00027202608,0.0018619738,0.00008493861,0.0009877776,0.005762042,0.000020911206,0.00015706012,0.0003559756],"genre_scores_gemma":[0.99398863,0.000008116267,0.0048652813,0.000107542255,0.00018557705,0.00055641023,0.0000177346,0.00005485761,0.00021585872],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9956776,0.0012027078,0.0011331161,0.00062321237,0.0009005052,0.00046286706],"domain_scores_gemma":[0.9917362,0.0068121166,0.0007332295,0.00021399042,0.00028556184,0.00021890535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015770369,0.0004182696,0.0026694792,0.0002548634,0.0004792629,0.000060260558,0.00013505937,0.00014838614,0.0007802972],"category_scores_gemma":[0.0077199982,0.00036114172,0.00036437527,0.00053522544,0.0004323051,0.00015161102,0.00020799082,0.0005296746,0.0000024582394],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92026716,0.0005283464,0.0030059658,0.000028890854,0.00070743816,0.00004006396,0.00090408296,0.0039342497,0.07020715,0.0000060514167,0.0000106533125,0.00035993182],"study_design_scores_gemma":[0.88856286,0.012898651,0.0022976757,0.000106195825,0.0010303478,0.0001330544,0.00038948352,0.07546101,0.01879359,0.000036199304,0.000004568434,0.00028639787],"about_ca_topic_score_codex":0.0011645672,"about_ca_topic_score_gemma":0.00005566047,"teacher_disagreement_score":0.07152675,"about_ca_system_score_codex":0.00045892515,"about_ca_system_score_gemma":0.0005324203,"threshold_uncertainty_score":0.99988407},"labels":[],"label_agreement":null},{"id":"W4319333946","doi":"10.1111/den.14531","title":"Benefits and challenges in implementation of artificial intelligence in colonoscopy: World Endoscopy Organization position statement","year":2023,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"Olympus; Ipsen; Mitsubishi Tanabe Pharma Corporation; Norgine; Otsuka Pharmaceutical; Braintree Laboratories; Ironwood Pharmaceuticals, Incorporated; Pfizer; Kyorin Pharmaceutical; EA Pharma Co., Ltd.; Japan Society for the Promotion of Science; Boston Scientific Corporation; European Commission","keywords":"Medicine; Colonoscopy; Position statement; Health care; Colorectal cancer; Medical physics; Family medicine; Cancer; Internal medicine","score_opus":0.12917500591932296,"score_gpt":0.3961700548162078,"score_spread":0.26699504889688486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319333946","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010454383,0.98669624,0.00018510921,0.00014127609,0.00026951876,0.0020196552,0.00009273167,0.00007478063,0.00006627923],"genre_scores_gemma":[0.011387665,0.987244,0.0005540169,0.000008601061,0.0000806579,0.00027545527,0.00037812747,0.00006158597,0.000009863635],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99773836,0.00017240923,0.0010020691,0.00053516094,0.00027270382,0.00027928286],"domain_scores_gemma":[0.99888235,0.00029728483,0.00044584138,0.00016896053,0.00012975754,0.0000757887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033375472,0.00032145536,0.0010790596,0.0012436189,0.00003924904,0.000021238662,0.00007104106,0.00015503517,0.000039048202],"category_scores_gemma":[0.00013235398,0.00032242681,0.000069228794,0.0017445214,0.00005486704,0.000114017916,0.00006698884,0.0003217582,0.000014305661],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044686225,0.000094897616,0.00159132,0.0058765914,0.00006128896,0.000017382014,0.0006917939,0.000020874353,0.000016596332,0.000711184,0.000004209812,0.990467],"study_design_scores_gemma":[0.0119292475,0.056197245,0.23665674,0.49559948,0.007450533,0.0003439952,0.026758352,0.0011018557,0.06417223,0.0030895702,0.08948302,0.007217731],"about_ca_topic_score_codex":0.000624118,"about_ca_topic_score_gemma":0.0043896623,"teacher_disagreement_score":0.98324925,"about_ca_system_score_codex":0.0006374196,"about_ca_system_score_gemma":0.0003384062,"threshold_uncertainty_score":0.99992275},"labels":[],"label_agreement":null},{"id":"W4319655643","doi":"10.1111/den.14517","title":"Bowel preparation for pediatric colonoscopy: Which regimen is the best?","year":2023,"lang":"en","type":"letter","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Pediatric gastroenterology; Bowel preparation; Regimen; Cathartic; Endoscopy; Randomized controlled trial; Gastroenterology; Internal medicine; Hepatology; General surgery; Colorectal cancer; Cancer","score_opus":0.03031638848058668,"score_gpt":0.3215336420213456,"score_spread":0.2912172535407589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319655643","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03786693,0.0023682425,0.0024649033,0.93330383,0.0060657347,0.008155301,0.0007062195,0.0010271651,0.008041685],"genre_scores_gemma":[0.060402688,0.0014681042,0.0035700353,0.6895368,0.07280908,0.011826932,0.004689359,0.00089394336,0.15480304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977732,0.00009381714,0.00036492868,0.00073974585,0.00051569345,0.0005126465],"domain_scores_gemma":[0.9976361,0.0009334462,0.00031610343,0.0005602502,0.00047562714,0.00007850043],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028379553,0.0004034535,0.00050046213,0.00025646214,0.00030781474,0.00008505591,0.00020208264,0.000687104,0.000039059025],"category_scores_gemma":[0.00057158957,0.00030987736,0.00024369356,0.0007121474,0.000066669425,0.00008544894,0.00006158264,0.0012978982,0.0002820912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036494413,0.000025304545,0.0014479966,0.000271323,0.00014257882,0.000028667619,0.00048464717,0.000009096716,0.000027799417,0.0000038190587,0.99357414,0.00033520866],"study_design_scores_gemma":[0.0018327459,0.011252352,0.0022288735,0.0003198968,0.001424527,0.000036138932,0.00012642202,0.00072229013,0.003759354,0.0002299008,0.977558,0.0005094857],"about_ca_topic_score_codex":0.00023547738,"about_ca_topic_score_gemma":0.00003667893,"teacher_disagreement_score":0.243767,"about_ca_system_score_codex":0.0003087823,"about_ca_system_score_gemma":0.0004985281,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W4376134597","doi":"10.1111/den.14556","title":"WEO Newsletter","year":2023,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.025879270117783355,"score_gpt":0.30519371199166245,"score_spread":0.2793144418738791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376134597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97093785,0.000083431936,0.000759576,0.0025513745,0.00048446356,0.00018735741,0.000004862298,0.00059382874,0.024397286],"genre_scores_gemma":[0.99337196,0.00002011452,0.00043672026,0.00086377753,0.0003531258,0.000043022686,0.0000242187,0.00001791272,0.0048691267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936014,0.000015815262,0.00008674817,0.00018503312,0.00015592114,0.00019632287],"domain_scores_gemma":[0.9996529,0.000065705644,0.000022553711,0.00013505275,0.000040027862,0.00008371865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000712335,0.00008411604,0.0001267277,0.00012148831,0.00005879611,0.00001187366,0.000031954074,0.000043974247,0.00013393408],"category_scores_gemma":[0.00010062519,0.0000736056,0.000058472782,0.00044586725,0.00003415268,0.000043315795,0.00002404472,0.00014013458,0.0010195374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009942184,0.00016931968,0.54132056,0.00014156885,0.00027666436,0.0008857705,0.0020409767,0.00013397989,0.111424305,0.0006135722,0.18244384,0.15060723],"study_design_scores_gemma":[0.0019123609,0.0020761325,0.8068227,0.00011555584,0.000058496415,0.000060401206,0.00017276891,0.00088248757,0.07093259,0.00018379508,0.11657411,0.00020858222],"about_ca_topic_score_codex":0.00006981405,"about_ca_topic_score_gemma":0.0000047252183,"teacher_disagreement_score":0.26550213,"about_ca_system_score_codex":0.000049325554,"about_ca_system_score_gemma":0.00003485725,"threshold_uncertainty_score":0.9997583},"labels":[],"label_agreement":null},{"id":"W4378781340","doi":"10.1111/den.14606","title":"Endoscopic ultrasound‐guided gallbladder drainage as a first approach for jaundice palliation in unresectable malignant distal biliary obstruction: Prospective study","year":2023,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Gallbladder; Jaundice; Biliary drainage; Endoscopic ultrasound; Obstructive jaundice; Radiology; General surgery; Prospective cohort study; Internal medicine","score_opus":0.02397464334249866,"score_gpt":0.3021635370075038,"score_spread":0.27818889366500515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378781340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767256,0.00016214543,0.0010483924,0.00036229432,0.0005676483,0.008184947,0.00010660843,0.00039488846,0.012447474],"genre_scores_gemma":[0.9924657,0.000063142565,0.0014380367,0.00009848258,0.0002172469,0.0028899072,0.00070530776,0.00008976626,0.002032408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676013,0.00012612052,0.0005896623,0.0010659295,0.0006133616,0.00084480445],"domain_scores_gemma":[0.998333,0.00055270485,0.00016465927,0.00048811513,0.00026070396,0.00020085044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049688073,0.00046374594,0.00064520375,0.00049093063,0.00033136824,0.00009517444,0.0002129068,0.00016352364,0.00013707738],"category_scores_gemma":[0.0011952367,0.000414762,0.00016309966,0.0017159698,0.00017143351,0.00030510066,0.00008107358,0.00037398134,0.00006206496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009305386,0.002152193,0.9773945,0.00039913258,0.00033523177,0.00014866123,0.007832725,0.0003468849,0.007261486,0.0009685253,0.0020971487,0.0001329763],"study_design_scores_gemma":[0.012098347,0.002446683,0.950841,0.00019228517,0.00025135963,0.00006230683,0.025506755,0.000906288,0.0045519546,0.0022163498,0.0004389844,0.00048769626],"about_ca_topic_score_codex":0.0007173818,"about_ca_topic_score_gemma":0.00024162537,"teacher_disagreement_score":0.026553506,"about_ca_system_score_codex":0.00038716753,"about_ca_system_score_gemma":0.00030649095,"threshold_uncertainty_score":0.9998304},"labels":[],"label_agreement":null},{"id":"W4385406063","doi":"10.1111/den.14650","title":"Partially covered versus uncovered pyloro‐duodenal stents for unresectable malignant gastric outlet obstruction: Randomized controlled study","year":2023,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"Health and Medical Research Fund","keywords":"Medicine; Gastric outlet obstruction; Gastroenterology; Internal medicine; Randomized controlled trial","score_opus":0.03818582413734464,"score_gpt":0.3260676207673392,"score_spread":0.2878817966299946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385406063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826027,0.0003291917,0.001501846,0.0003705431,0.0031308176,0.0092619425,0.00022570378,0.00031762014,0.0022596456],"genre_scores_gemma":[0.99134326,0.0000688558,0.00082472904,0.00013074605,0.00049779046,0.002252338,0.00028749314,0.000060964856,0.0045338296],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99666977,0.00050904875,0.00082693755,0.0006718088,0.0005612861,0.0007611293],"domain_scores_gemma":[0.9959865,0.0026753345,0.00033233128,0.00038973024,0.00036151777,0.00025454938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012142317,0.00041231434,0.002247509,0.00031984388,0.00023577838,0.00005069076,0.00017245443,0.00015040532,0.00022850798],"category_scores_gemma":[0.0032846173,0.00030135192,0.0005602935,0.0005991715,0.00018265171,0.0001284718,0.00009169694,0.0002555842,0.00022167344],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9546033,0.0007323383,0.03325135,0.00007681629,0.0018251657,0.0007408972,0.00073040865,0.0004333855,0.004990589,0.0006566969,0.0015685781,0.00039046945],"study_design_scores_gemma":[0.9673981,0.004102919,0.02097422,0.00008572911,0.0014079765,0.00003885413,0.001221724,0.0018589733,0.0018561763,0.0005355002,0.0002244895,0.00029532],"about_ca_topic_score_codex":0.00006121408,"about_ca_topic_score_gemma":0.000017204173,"teacher_disagreement_score":0.012794812,"about_ca_system_score_codex":0.00014020584,"about_ca_system_score_gemma":0.00024346606,"threshold_uncertainty_score":0.99994385},"labels":[],"label_agreement":null},{"id":"W4400091955","doi":"10.1111/den.14826","title":"International consensus on the management of large (≥20 mm) colorectal laterally spreading tumors: World Endoscopy Organization Delphi study","year":2024,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"Norgine; Ipsen; Braintree Laboratories; Olympus; Boston Scientific Corporation","keywords":"Medicine; Delphi method; Grading (engineering); Likert scale; Voting; Delphi; Evidence-based medicine; Colorectal cancer; Medical physics; Pathology; Alternative medicine; Cancer; Internal medicine; Political science","score_opus":0.018077579539862068,"score_gpt":0.30120373673823286,"score_spread":0.2831261571983708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400091955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96715885,0.00008898073,0.0002656171,0.0035460931,0.0010616983,0.0014529007,0.000050521176,0.00017437647,0.026200948],"genre_scores_gemma":[0.99480695,0.000041480613,0.0006978592,0.0002672859,0.0001729231,0.000060344304,0.00008284566,0.000040411527,0.0038299272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985032,0.00005478206,0.00034009988,0.000360517,0.00048362123,0.0002577487],"domain_scores_gemma":[0.9992259,0.0002542261,0.000096616066,0.00021446096,0.00015028285,0.000058502246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022751419,0.00021611693,0.00026501025,0.00032873978,0.000087386805,0.00007954074,0.00019503938,0.000024843426,0.0007015561],"category_scores_gemma":[0.0000708148,0.00015490569,0.000068533875,0.0009393733,0.000058263096,0.00006584381,0.0001431061,0.00020261506,0.00009111432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012626675,0.0012352145,0.9202407,0.0003993499,0.0033512744,0.0015753917,0.00468823,0.000109108994,0.0036991385,0.04350612,0.018066213,0.0018666176],"study_design_scores_gemma":[0.008980558,0.002134889,0.9156572,0.0030400131,0.0014121815,0.00003623617,0.009794888,0.001667693,0.0271634,0.00028484984,0.029230746,0.0005973172],"about_ca_topic_score_codex":0.000031259275,"about_ca_topic_score_gemma":0.000018471977,"teacher_disagreement_score":0.04322127,"about_ca_system_score_codex":0.00019685974,"about_ca_system_score_gemma":0.000048414513,"threshold_uncertainty_score":0.76815474},"labels":[],"label_agreement":null},{"id":"W4409119376","doi":"10.1111/den.15026","title":"Type 2 and type 3 gastric neuroendocrine tumors have high risk of lymph node metastasis: Systematic review and meta‐analysis","year":2025,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Odds ratio; Lymphovascular invasion; Internal medicine; Confidence interval; Meta-analysis; Gastroenterology; Pathological; Oncology; Metastasis; Cancer","score_opus":0.04177157692323868,"score_gpt":0.370533193647696,"score_spread":0.3287616167244573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409119376","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028383998,0.99429417,0.00001591229,0.000118936834,0.00006283158,0.0044758525,0.0007366785,0.00006625294,0.00020098587],"genre_scores_gemma":[0.00018498594,0.996136,0.0010044031,0.00017711686,0.000022452214,0.0005109472,0.00022459622,0.000089741916,0.0016497379],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99430954,0.00156867,0.0016066374,0.0011416948,0.0007149452,0.00065849593],"domain_scores_gemma":[0.9940891,0.0022767247,0.0013312271,0.0012036901,0.00069453515,0.00040472407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004093792,0.001002164,0.013222487,0.001427689,0.00009762543,0.00004438745,0.00037207743,0.000026600599,0.00013875452],"category_scores_gemma":[0.0071627228,0.0006673751,0.0011515225,0.0039790245,0.00029898778,0.00012778351,0.00040086248,0.0007312724,0.000021565946],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005173248,0.00009750388,0.0002669613,0.9049436,0.09213134,0.001425539,0.0000040122927,0.000001701777,4.5526943e-7,0.0000374724,0.00009855063,0.00094117067],"study_design_scores_gemma":[0.0004502864,0.00040436615,0.00006782156,0.08410617,0.9088936,0.0012963346,0.000016007492,0.0000039506294,0.000018780185,0.000013791428,0.004391921,0.00033695885],"about_ca_topic_score_codex":0.00021901868,"about_ca_topic_score_gemma":0.000007480482,"teacher_disagreement_score":0.8208374,"about_ca_system_score_codex":0.00009618404,"about_ca_system_score_gemma":0.0005751631,"threshold_uncertainty_score":0.99957776},"labels":[],"label_agreement":null},{"id":"W4410113944","doi":"10.1111/den.15034","title":"Artificial intelligence and colorectal neoplasia detection performances in patients with positive fecal immunochemical test: Meta‐analysis and systematic review","year":2025,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"European Commission","keywords":"Medicine; Colonoscopy; Adenoma; Confidence interval; Randomized controlled trial; Meta-analysis; Internal medicine; Incidence (geometry); Gastroenterology; Population; Relative risk; Colorectal adenoma; Colorectal cancer; Cancer","score_opus":0.02099258433129539,"score_gpt":0.3049834845772571,"score_spread":0.28399090024596174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410113944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020689713,0.9933921,0.00052530895,0.000010779965,0.00005003117,0.0037937525,0.000059415026,0.00004046373,0.000059142472],"genre_scores_gemma":[0.03833584,0.96006274,0.00019157252,0.000028533386,0.000023504,0.0011881681,0.00012717392,0.00002209326,0.000020364401],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9978532,0.00023321217,0.00075798226,0.0006124369,0.00029928528,0.0002438762],"domain_scores_gemma":[0.99799204,0.0011476317,0.00038772757,0.00020323154,0.00016595473,0.00010342788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031632266,0.00048223743,0.0039328407,0.0005871931,0.000116378564,0.000057652145,0.00007401321,0.00020588771,0.000009842371],"category_scores_gemma":[0.0006397012,0.00032152733,0.00044517402,0.0017158907,0.00017650992,0.00010086123,0.00006665102,0.00056484045,0.0000030623644],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015273053,0.0002273237,0.0024365121,0.7986943,0.030133918,0.000023227625,0.00015530514,0.0000010765007,0.0000015730536,0.0000063080047,8.3269043e-7,0.1667923],"study_design_scores_gemma":[0.00031057533,0.005202564,0.0035826012,0.40220588,0.5872801,0.00009135864,0.000049523216,0.00013781445,0.00040704067,0.000008006599,0.000082944614,0.00064161554],"about_ca_topic_score_codex":0.00009212578,"about_ca_topic_score_gemma":0.00010101251,"teacher_disagreement_score":0.55714613,"about_ca_system_score_codex":0.00021171539,"about_ca_system_score_gemma":0.00018600696,"threshold_uncertainty_score":0.9999237},"labels":[],"label_agreement":null},{"id":"W4410450087","doi":"10.1111/den.15047","title":"Computer‐aided diagnosis for colorectal polyp in comparison with endoscopists: Systematic review and meta‐analysis","year":2025,"lang":"en","type":"review","venue":"Digestive Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; London Health Sciences Centre","funders":"","keywords":"Medicine; Confidence interval; Meta-analysis; Internal medicine; MEDLINE; Radiology","score_opus":0.048315360760187165,"score_gpt":0.3677051034479534,"score_spread":0.3193897426877662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410450087","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008937182,0.98576415,0.0032172012,0.000089558096,0.00008622786,0.01035596,0.00025411788,0.00010469693,0.00011915938],"genre_scores_gemma":[0.00025895904,0.9810432,0.0032878295,0.00020947428,0.00004933393,0.014581606,0.0003230556,0.00005151825,0.00019497659],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9966686,0.00046016855,0.0012250829,0.000929697,0.0003121844,0.0004043172],"domain_scores_gemma":[0.9955877,0.0028230515,0.0007567653,0.00046685114,0.00019012133,0.00017552327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049435487,0.0007612229,0.012269974,0.000920266,0.00009965245,0.00006059047,0.00017797017,0.00024660272,0.000028085566],"category_scores_gemma":[0.0004440678,0.00051298446,0.0014649093,0.0021903706,0.00010273831,0.00007036382,0.00008054923,0.00049808715,0.0000038359435],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027802325,0.00011877555,0.000296588,0.9192991,0.076546185,0.00002180728,0.000050307695,0.0000030966614,3.2385827e-8,0.000022713104,0.00009052903,0.0032728035],"study_design_scores_gemma":[0.0006822873,0.0019155886,0.000052733496,0.24804364,0.7459289,0.000034907218,0.000015544314,0.00006483892,0.000007705199,0.0000019424658,0.0028966903,0.00035522264],"about_ca_topic_score_codex":0.00024258852,"about_ca_topic_score_gemma":0.0002810968,"teacher_disagreement_score":0.6712555,"about_ca_system_score_codex":0.0003607312,"about_ca_system_score_gemma":0.00038287463,"threshold_uncertainty_score":0.9997322},"labels":[],"label_agreement":null},{"id":"W4411226562","doi":"10.1111/den.15028","title":"Computer‐aided detection for esophageal achalasia (with video)","year":2025,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Ipsen; Boston Scientific Corporation","keywords":"Medicine; Achalasia; Radiology; Artificial intelligence; Esophagus; General surgery; Internal medicine; Computer science","score_opus":0.009953929860288112,"score_gpt":0.28917722086288355,"score_spread":0.27922329100259546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411226562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8711242,0.00014304949,0.12398815,0.000224471,0.00041451742,0.001387033,0.000030509902,0.0001860142,0.0025020668],"genre_scores_gemma":[0.98134315,0.0000052569894,0.016150737,0.00031796223,0.00013725775,0.00022232512,0.00006384721,0.000023659386,0.0017358025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998975,0.00002520082,0.0001727448,0.0003654065,0.00015069716,0.00031097996],"domain_scores_gemma":[0.99930876,0.00015710454,0.00006064071,0.00021528396,0.00014080443,0.00011740416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006360693,0.00021347968,0.00031507324,0.00015445211,0.00013525556,0.000024620465,0.00006090244,0.0000729219,0.000015868933],"category_scores_gemma":[0.00005513315,0.00015960666,0.00009705852,0.00021888921,0.0000649868,0.00007945374,0.000024000537,0.00013085744,0.000030087784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030001425,0.0009862081,0.8824624,0.00035036434,0.0012699642,0.000921134,0.00030937738,0.0000805125,0.0057174573,0.0020471078,0.00065679627,0.10219854],"study_design_scores_gemma":[0.009970264,0.0032936444,0.86096305,0.00021035624,0.00039635744,0.000036598165,0.000026379665,0.0007910309,0.123188175,0.0002900529,0.00074727833,0.00008684635],"about_ca_topic_score_codex":0.000013133084,"about_ca_topic_score_gemma":0.000003608489,"teacher_disagreement_score":0.11747072,"about_ca_system_score_codex":0.00013921714,"about_ca_system_score_gemma":0.000099025776,"threshold_uncertainty_score":0.6508571},"labels":[],"label_agreement":null},{"id":"W4411355247","doi":"10.1111/den.15060","title":"World Endoscopy Organization guidelines on endoscopic retrograde cholangiopancreatography biliary cannulation and sphincterotomy techniques","year":2025,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Endoscopic retrograde cholangiopancreatography; Guideline; Pancreatitis; Balloon dilation; Endoscopy; Therapeutic endoscopy; General surgery; Radiology; Surgery; Balloon; Pathology","score_opus":0.01468244124357535,"score_gpt":0.30470705844043816,"score_spread":0.2900246171968628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411355247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776204,0.0015746544,0.0010404314,0.0040384773,0.00040488227,0.0022183033,0.000035656758,0.0007205053,0.012346648],"genre_scores_gemma":[0.9850911,0.0006714187,0.009866404,0.002598752,0.00019900312,0.00018053142,0.00029641876,0.00005786097,0.0010385272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981558,0.000072065006,0.0004668647,0.0006203402,0.00030941493,0.00037556817],"domain_scores_gemma":[0.9987705,0.000118819946,0.0001237821,0.00041595026,0.00042256064,0.00014841274],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000135676,0.0003797631,0.00047072824,0.00096397253,0.00018988675,0.00007683034,0.0001248041,0.0001403356,0.00009546833],"category_scores_gemma":[0.0004737979,0.00032987076,0.000098306286,0.0017565693,0.00016908738,0.00018419953,0.000063236395,0.0003133839,0.00001276083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020511642,0.00018914728,0.9683923,0.00012517622,0.00013953922,0.000020883828,0.0001428363,0.0000017126057,0.01921165,0.0014450246,0.0046918043,0.0054348176],"study_design_scores_gemma":[0.0025347886,0.00056588824,0.770082,0.0011364832,0.00031008132,0.000012864084,0.00022079756,0.00004498706,0.20456047,0.00065382716,0.019544411,0.00033339157],"about_ca_topic_score_codex":0.00027240958,"about_ca_topic_score_gemma":0.000047342954,"teacher_disagreement_score":0.19831029,"about_ca_system_score_codex":0.00010009241,"about_ca_system_score_gemma":0.00015032424,"threshold_uncertainty_score":0.99991536},"labels":[],"label_agreement":null},{"id":"W4413906365","doi":"10.1111/den.70022","title":"<scp>EUS</scp> ‐Guided Gastroenterostomy for Benign Gastric Outlet Obstruction: Another Option for a Tailored Approach","year":2025,"lang":"en","type":"article","venue":"Digestive Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Gastroenterostomy; Gastric outlet obstruction; Radiology; General surgery; Surgery; Internal medicine; Cancer; Gastrectomy","score_opus":0.02576450591303854,"score_gpt":0.3021132671188204,"score_spread":0.2763487612057819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413906365","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.334482,0.0005400273,0.65273166,0.0008232809,0.0010271918,0.0037585518,0.00025025973,0.00021403238,0.006172968],"genre_scores_gemma":[0.8297064,0.000026943735,0.15234967,0.0015885324,0.0007083178,0.0020353456,0.0007771986,0.00007580412,0.01273181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983613,0.000057242174,0.00036311353,0.0005518664,0.00014640218,0.0005200588],"domain_scores_gemma":[0.99887705,0.0003159578,0.00014637958,0.0002865403,0.00027083055,0.00010322355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020176196,0.00027728194,0.00048840896,0.0002677951,0.00015857328,0.000026600825,0.00012498442,0.00015909308,0.000008222514],"category_scores_gemma":[0.0006065444,0.00024729568,0.00022396103,0.00029061668,0.00013870005,0.000095945616,0.00003871827,0.0001773255,0.000012543809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045465454,0.002810499,0.628708,0.002695912,0.0014748109,0.00010425619,0.0031990213,0.0005451054,0.15623933,0.048175342,0.14032121,0.011179946],"study_design_scores_gemma":[0.06960107,0.010728585,0.6258958,0.0010202165,0.0023073528,0.0007223812,0.0047969543,0.009514638,0.13971268,0.0094809085,0.12557785,0.0006415745],"about_ca_topic_score_codex":0.0000071662876,"about_ca_topic_score_gemma":8.987952e-7,"teacher_disagreement_score":0.500382,"about_ca_system_score_codex":0.00011999564,"about_ca_system_score_gemma":0.00009398143,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null}]}