{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007587142,0.0003673681,0.0002642154,0.002581525,0.0008124367,0.001614809,0.0003272179,0.0005867134,0.0008292683],"category_scores_gemma":[0.002152165,0.0003617925,0.0006572022,0.002881992,0.000323115,0.0007065372,0.0009182308,0.0005498716,0.0002195884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413953,"about_ca_system_score_gemma":0.001494869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08880059,"about_ca_topic_score_gemma":0.1033954,"domain_scores_codex":[0.9994619,0.0001333713,0.0000979396,0.0001123078,0.00008992861,0.0001045002],"domain_scores_gemma":[0.998369,0.0002016218,0.0007003609,0.00006348627,0.0003712926,0.0002941472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006515611,0.00002224843,0.9967283,0.00003469356,0.00005309408,0.0001001595,0.0006287997,0.00004396728,0.0001008032,0.00002388484,0.0002929625,0.001905875],"study_design_scores_gemma":[0.000001680791,0.00002064529,0.997763,0.00002889699,0.00002288008,0.0001205865,0.001354591,0.00002709014,0.00002347945,0.000008676244,0.00062593,0.000002463314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966031,0.0007739525,0.00005126722,0.0002230788,0.00002272571,0.00001265867,0.00121941,0.0000052315,0.001088466],"genre_scores_gemma":[0.9963195,0.0007388206,0.000134746,0.0000683739,0.00002432039,0.00002641963,0.00174656,0.000002649668,0.0009385059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08880059,"threshold_uncertainty_score":0.1765674,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009773686,0.001533722,0.009289487,0.01042463,0.0005993479,0.002163756,0.001692017,0.001477935,0.002974916],"category_scores_gemma":[0.03702428,0.001019901,0.007391722,0.01111594,0.0008205258,0.001543943,0.001102081,0.0008044883,0.000221945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756846,"about_ca_system_score_gemma":0.007001723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005020864,"about_ca_topic_score_gemma":0.01657,"domain_scores_codex":[0.9852865,0.00465196,0.007187308,0.0008983711,0.001726298,0.0002496227],"domain_scores_gemma":[0.9675164,0.01900024,0.01000702,0.0005869518,0.002639639,0.0002498146],"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":[0.0002653111,0.0000166555,0.002465516,0.955975,0.02610235,0.0001417942,0.0001062878,0.00008528082,0.0001592844,0.00008406315,0.0006648433,0.01393371],"study_design_scores_gemma":[0.0006286371,0.0005193951,0.01930627,0.6925488,0.2682336,0.0008739065,0.0002684566,0.0001575845,0.0003407674,0.0002317951,0.01683172,0.00005913855],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003492384,0.9949636,0.0001445963,0.0001504594,0.0001135649,0.0003151835,0.0005655898,0.000007018326,0.0002476375],"genre_scores_gemma":[0.0498651,0.9467154,0.001034585,0.0006400485,0.0001878646,0.0008317744,0.0005608059,0.000008835382,0.0001555772],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01042463,"threshold_uncertainty_score":0.05168879,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024915,0.0006934369,0.00193116,0.0003334873,0.0002686083,0.0006931694,0.0005710954,0.001236035,0.004477721],"category_scores_gemma":[0.002043337,0.0003511424,0.001163122,0.000282379,0.0006286785,0.0006759845,0.0003083466,0.001596963,0.0004239213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003319932,"about_ca_system_score_gemma":0.0005693071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003617489,"about_ca_topic_score_gemma":0.0008130601,"domain_scores_codex":[0.9994583,0.0002841839,0.00005226181,0.00009102956,0.0000607496,0.0000535104],"domain_scores_gemma":[0.9988173,0.0004279652,0.0004130119,0.00006843558,0.00004509176,0.0002280964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9594309,0.007175193,0.0004507918,0.001037024,0.000589464,0.00002237232,0.00002194472,0.0001202327,0.003936026,0.00004753324,0.0001537812,0.0270146],"study_design_scores_gemma":[0.5153986,0.4751845,0.004320429,0.0001477237,0.001121457,0.00005914598,0.00003871703,0.000519667,0.002404086,0.00007849046,0.0007102602,0.00001701431],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889631,0.008087207,0.0003338536,0.0003236073,0.0003089538,0.0009966145,0.0001798856,0.00004376994,0.000762834],"genre_scores_gemma":[0.9944365,0.002637534,0.0009427425,0.0002833091,0.0002975704,0.0005850957,0.0001411509,0.000006588138,0.0006695445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004477721,"threshold_uncertainty_score":0.01497942,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005323614,0.001105763,0.003605687,0.01327253,0.0004122983,0.002215101,0.001451452,0.002061709,0.004793599],"category_scores_gemma":[0.01506534,0.0006131209,0.003045421,0.01051311,0.001003048,0.002691481,0.0008194396,0.0007432466,0.000697922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424275,"about_ca_system_score_gemma":0.00472222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003651833,"about_ca_topic_score_gemma":0.007122245,"domain_scores_codex":[0.9964668,0.001096551,0.001186243,0.0003972785,0.00073988,0.000113247],"domain_scores_gemma":[0.9827412,0.01139092,0.00357186,0.0002216944,0.001931023,0.0001433517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0004851171,0.00004289556,0.001664951,0.7023707,0.002742779,0.0004915789,0.0001545276,0.0001990428,0.001693646,0.0007121045,0.005262357,0.2841803],"study_design_scores_gemma":[0.0004217314,0.001612824,0.01911908,0.7410711,0.02438501,0.009214544,0.0005535495,0.0003468816,0.002623592,0.001056833,0.199472,0.0001228095],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003966257,0.9989545,0.00008414454,0.0001186937,0.00007266411,0.00003710527,0.00003033757,0.000002957823,0.0003028387],"genre_scores_gemma":[0.005514275,0.9927146,0.0007227067,0.0004810542,0.0002301371,0.00008791633,0.00005025711,0.000003923652,0.0001951452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01327253,"threshold_uncertainty_score":0.02815431,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002571344,0.0003076128,0.0003042363,0.001423303,0.000275815,0.0006329486,0.0004709449,0.0004477435,0.0006588572],"category_scores_gemma":[0.01140274,0.0001951197,0.0002037424,0.001313417,0.0003883465,0.0005777949,0.0004056979,0.0003557992,0.0002220081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779158,"about_ca_system_score_gemma":0.0005852454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619537,"about_ca_topic_score_gemma":0.002879507,"domain_scores_codex":[0.9980584,0.0006449749,0.0003021135,0.0001820205,0.000666067,0.0001465047],"domain_scores_gemma":[0.9937403,0.002216867,0.002400103,0.0002713419,0.0009620684,0.0004094379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002903872,0.00003065192,0.9866061,0.00005220551,0.00002879364,0.0009174012,0.00003732137,0.00008644449,0.000964961,0.000009994393,0.00008683349,0.01088911],"study_design_scores_gemma":[0.00002174463,0.0004498187,0.971086,0.00007512497,0.000114335,0.02435531,0.0001903371,0.00118095,0.001687242,0.00003542833,0.0007945971,0.000009090404],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933247,0.004711679,0.0009859747,0.00005607099,0.00002038161,0.00002936774,0.0001140879,0.00001542739,0.0007423717],"genre_scores_gemma":[0.9974111,0.001001993,0.00121581,0.0000397786,0.00004205522,0.00001109832,0.0002098194,0.000005484624,0.00006290286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002571344,"threshold_uncertainty_score":0.01359874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}