{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"24b8d14e39b7","filters":{"venue":"世界胃肠病学杂志：英文版"}},"results":[{"id":"W3141213720","doi":"","title":"An epidemiological study of collagenous colitis in southern Sweden from 2001-2010","year":2012,"lang":"en","type":"article","venue":"世界胃肠病学杂志：英文版","topic":"Microscopic Colitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Epidemiology; Colonoscopy; Colorectal cancer; Cancer","authors":[{"name":"Lina","is_ca":false},{"name":"Vigren","is_ca":false},{"name":"Martín","is_ca":false},{"name":"Olesen","is_ca":false},{"name":"Cecilia Cecilia","is_ca":false},{"name":"Benoni","is_ca":false},{"name":"Klas","is_ca":false},{"name":"Sj berg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06939026271049148,"gpt":0.3518018319351545,"spread":0.282411569224663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000877234,0.0002433787,0.0008799004,0.000121536,0.00005151658,0.00001044327,0.000232293,0.0002418793,0.003649299],"category_scores_gemma":[0.0004691143,0.000206745,0.00008225782,0.0002480739,0.0001024956,0.00008673968,0.00009970549,0.000304086,0.0002397823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595684,"about_ca_system_score_gemma":0.0001066455,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06432115,"about_ca_topic_score_gemma":0.01868115,"domain_scores_codex":[0.997479,0.0004263267,0.0006827555,0.000395884,0.000295514,0.00072051],"domain_scores_gemma":[0.9982537,0.0003230966,0.00016928,0.0007619685,0.00008764758,0.0004043329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002856249,0.00273793,0.9543033,0.00002938606,0.00006671499,0.00008826115,0.03000874,0.000002582108,0.00750734,0.00004764349,0.003435049,0.001487416],"study_design_scores_gemma":[0.002896469,0.001187364,0.9681984,0.00007037283,0.00009211418,0.00002787262,0.02475012,0.00003578687,0.000401022,0.0000814507,0.002060993,0.0001979871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995459,0.000612531,0.00003279523,0.0001756497,0.0003610334,0.001235629,0.0001594079,0.00007376972,0.001890194],"genre_scores_gemma":[0.9960576,0.00002232404,0.0010548,0.0004318359,0.0004956063,0.00006800766,0.0000589435,0.00003559753,0.001775304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04564,"threshold_uncertainty_score":0.9992254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3144808528","doi":"","title":"Systematic review of anastomotic complications of esophagojejunostomy after laparoscopic total gastrectomy","year":2015,"lang":"en","type":"article","venue":"世界胃肠病学杂志：英文版","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Anastomosis; Gastrectomy; Incidence (geometry); Stenosis; Surgery; General surgery; Internal medicine; Cancer","authors":[{"name":"Mikito","is_ca":false},{"name":"Inokuchi","is_ca":false},{"name":"Sho","is_ca":false},{"name":"Otsuki","is_ca":false},{"name":"Yoshitaka","is_ca":false},{"name":"Fujimori","is_ca":false},{"name":"Yuya","is_ca":false},{"name":"Kenichi Sato","is_ca":false},{"name":"Masatoshi","is_ca":false},{"name":"Nakagawa Nakagawa","is_ca":false},{"name":"Kazuyuki","is_ca":false},{"name":"Kojima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02140986360215778,"gpt":0.2934501194905534,"spread":0.2720402558883956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041014,0.0001696109,0.0009586869,0.0001651858,0.00001504052,0.000006364693,0.0001456498,0.00003916197,0.0001759201],"category_scores_gemma":[0.0002679977,0.0001368543,0.00018263,0.0004768113,0.00008406411,0.00007068679,0.00007509563,0.00009084069,0.00007782761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008010304,"about_ca_system_score_gemma":0.0001115543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032135,"about_ca_topic_score_gemma":0.00001582477,"domain_scores_codex":[0.9983651,0.00006308607,0.0007290497,0.0002062112,0.0004295472,0.0002070135],"domain_scores_gemma":[0.9985197,0.00006186506,0.0003288969,0.0006484549,0.0002833566,0.0001576974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001324181,0.0005452026,0.08711903,0.8914099,0.0006500023,0.00004471165,0.001225873,0.000007301107,0.0001515284,0.0006705656,0.01769913,0.0003442937],"study_design_scores_gemma":[0.01123125,0.001865992,0.4619219,0.5080921,0.008763424,0.0003138467,0.002975323,0.0002940202,0.002051743,0.0001777914,0.001499597,0.0008130413],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330498,0.1334281,0.0007294631,0.005243786,0.0007451348,0.006847639,0.00008927182,0.000216053,0.01965075],"genre_scores_gemma":[0.9956542,0.00058882,0.000852927,0.0008124849,0.00004956426,0.0001647223,0.00003144506,0.0000225857,0.001823313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3833179,"threshold_uncertainty_score":0.5580756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887780069","doi":"","title":"Split-dose menthol-enhanced PEG vs PEG-ascorbic acid for colonoscopy preparation","year":2015,"lang":"en","type":"article","venue":"世界胃肠病学杂志：英文版","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"PEG ratio; Medicine; Polyethylene glycol; Palatability; Colonoscopy; Ascorbic acid; Internal medicine; Chemistry; Colorectal cancer; Food science; Biochemistry","authors":[{"name":"AlaISharara","is_ca":false},{"name":"AliHHarb","is_ca":false},{"name":"FayezSSarkis","is_ca":false},{"name":"JeanMChalhoub","is_ca":false},{"name":"RamiBadreddine","is_ca":false},{"name":"FadiHMourad","is_ca":false},{"name":"MahmoudOthman","is_ca":false},{"name":"OmarMasri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04616050375915019,"gpt":0.3501764572024064,"spread":0.3040159534432562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004038764,0.0002216125,0.0003713169,0.0001250997,0.0001317372,0.00005374103,0.00009798013,0.0001612976,0.00007039743],"category_scores_gemma":[0.000289993,0.0002111454,0.0001406127,0.0002803812,0.00005658326,0.000198437,0.00004299014,0.000180768,0.0001179021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003533634,"about_ca_system_score_gemma":0.0002955171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003559434,"about_ca_topic_score_gemma":0.000465643,"domain_scores_codex":[0.9984054,0.00005300047,0.0003326138,0.0004655664,0.000379679,0.0003637322],"domain_scores_gemma":[0.9988205,0.0000593647,0.0001523851,0.0003966654,0.0002892424,0.0002818779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.5058365,0.001254146,0.002521214,0.0009276119,0.0005881374,0.00005938684,0.0271416,0.0008830897,0.2603938,0.0007225298,0.1381206,0.06155131],"study_design_scores_gemma":[0.01760158,0.0691632,0.008222147,0.000379271,0.0006204829,0.0001459157,0.003167834,0.01863378,0.7690737,0.0007879417,0.1112153,0.0009888593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96743,0.0006182617,0.02100864,0.0007682102,0.001091775,0.00149542,0.00001710853,0.0003512669,0.007219304],"genre_scores_gemma":[0.9845794,0.00002313252,0.01005044,0.0003796962,0.0006456468,0.0004706588,0.0000834904,0.00004141704,0.003726151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5086799,"threshold_uncertainty_score":0.8610261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3152434497","doi":"","title":"Probe based confocal laser endomicroscopy of the pancreatobiliary system","year":2015,"lang":"en","type":"article","venue":"世界胃肠病学杂志：英文版","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Endomicroscopy; Radiology; Gastroenterology; Pathology; Confocal","authors":[{"name":"Majid","is_ca":false},{"name":"Almadi","is_ca":false},{"name":"Helmut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0423362897107687,"gpt":0.3268659976819179,"spread":0.2845297079711492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009232121,0.000169766,0.000671698,0.00007267539,0.00006895502,0.000009897206,0.0002320731,0.0001797862,0.0001446423],"category_scores_gemma":[0.0004354366,0.000102553,0.0001502933,0.0002330439,0.0003935329,0.00004041221,0.00009275033,0.0002945563,0.0001558178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271218,"about_ca_system_score_gemma":0.001436217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006893788,"about_ca_topic_score_gemma":0.00004989666,"domain_scores_codex":[0.9981845,0.0002631918,0.0004110884,0.0002595,0.0005098616,0.0003718576],"domain_scores_gemma":[0.9983144,0.000272112,0.0001279055,0.0006926577,0.0003050655,0.0002878991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002005612,0.0004713158,0.9499654,0.0007823762,0.000227868,0.0001115301,0.00108954,0.000009808723,0.01542768,0.001532024,0.02809975,0.0002770566],"study_design_scores_gemma":[0.0670158,0.004891588,0.347618,0.003950641,0.002863104,0.001137385,0.01691267,0.01969558,0.4807507,0.0004106464,0.05360717,0.001146712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621505,0.0003378325,0.0005995739,0.001430392,0.0002865573,0.001276217,0.00003312256,0.00007950712,0.03380635],"genre_scores_gemma":[0.9931055,0.000008664998,0.001978493,0.0004307421,0.0001533075,0.0001021565,0.00001339939,0.00002680421,0.004180964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6023475,"threshold_uncertainty_score":0.418199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810371636","doi":"","title":"Computed tomography-guided percutaneous core needle biopsy in pancreatic tumor diagnosis","year":2015,"lang":"en","type":"article","venue":"世界胃肠病学杂志：英文版","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous; Radiology; Biopsy; Lesion; Pancreatic cancer; Target lesion; Cancer; Surgery; Internal medicine","authors":[{"name":"ChiangJTyng","is_ca":false},{"name":"MariaFernandaAAlmeida","is_ca":false},{"name":"PaulaNVBarbosa","is_ca":false},{"name":"AlmirGVBitencourt","is_ca":false},{"name":"JoséAugustoAGBerg","is_ca":false},{"name":"MacelloSMaciel","is_ca":false},{"name":"FelipeJFCoimbra","is_ca":false},{"name":"LuizHenriqueOSchiavon","is_ca":false},{"name":"MariaDirleiBegnami","is_ca":false},{"name":"MarcosDGuimares","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0857999303804977,"gpt":0.3545589399829705,"spread":0.2687590096024728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000644449,0.0003153346,0.001035792,0.0005205226,0.00008400361,0.00003206014,0.0002615709,0.0002064252,0.0005304195],"category_scores_gemma":[0.0007939849,0.0002670252,0.0001600999,0.001033723,0.0003094926,0.00008062102,0.0001214552,0.0004747201,0.0004198219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003039908,"about_ca_system_score_gemma":0.0005633177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455609,"about_ca_topic_score_gemma":0.0002853548,"domain_scores_codex":[0.9973433,0.0001580538,0.0006005095,0.0005044257,0.0006242223,0.0007694892],"domain_scores_gemma":[0.9978276,0.0004625574,0.0001121466,0.0006177467,0.0003003894,0.0006795561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003382275,0.0005843636,0.9706735,0.0001221946,0.000138954,0.004030661,0.002625511,0.00001141677,0.0006770908,0.0001738474,0.01998687,0.000637382],"study_design_scores_gemma":[0.00929934,0.002586627,0.944709,0.0008722363,0.0006556339,0.01191821,0.007485479,0.01235247,0.0004960994,0.0009386889,0.007863039,0.0008231475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817742,0.001111193,0.00006389374,0.001080725,0.0002165619,0.0009764705,0.00002249981,0.0001751978,0.01457928],"genre_scores_gemma":[0.9918217,0.00008556202,0.005053848,0.0008894153,0.0002457728,0.0001837208,0.00007234262,0.00005218736,0.001595436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02596445,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}