{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"05e9a3ff68ac","filters":{"venue":"Zhonghua gan-dan waike zazhi"}},"results":[{"id":"W3031059118","doi":"10.3760/cma.j.issn.1007-8118.2017.12.005","title":"Postoperativer TACE in hepatocellular carcinoma: a Meta-analysis","year":2017,"lang":"en","type":"article","venue":"Zhonghua gan-dan waike zazhi","topic":"Hepatocellular Carcinoma Treatment and Prognosis","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; Hepatocellular carcinoma; Jadad scale; Subgroup analysis; Randomized controlled trial; Cochrane Library; Internal medicine; Gastroenterology; Risk factor; Relative risk; Therapeutic effect; Meta-analysis; Surgery; Confidence interval","authors":[{"name":"Weinan Li","is_ca":false},{"name":"Gang Yang","is_ca":false},{"name":"Zhengwei Leng","is_ca":false},{"name":"Qiang Li","is_ca":false},{"name":"Yong Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1534834034299295,"gpt":0.302675358312745,"spread":0.1491919548828155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01005255,0.00283059,0.01703324,0.004555915,0.0005977417,0.002888423,0.00171044,0.002430193,0.003455566],"category_scores_gemma":[0.01604308,0.001121986,0.04503574,0.005021071,0.0005780463,0.001497613,0.001152384,0.001921183,0.0002696064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380839,"about_ca_system_score_gemma":0.001591178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003602057,"about_ca_topic_score_gemma":0.006163983,"domain_scores_codex":[0.9928842,0.003510023,0.001701917,0.0008927293,0.0006731433,0.0003381062],"domain_scores_gemma":[0.9895585,0.007170775,0.001914892,0.0004334127,0.0006768533,0.0002454778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006510498,0.00006435684,0.008023116,0.09233097,0.8851686,0.0001361467,0.00004328538,0.0005712679,0.000259801,0.00007009835,0.0002630124,0.006558826],"study_design_scores_gemma":[0.0009988341,0.0003596655,0.006096171,0.003790471,0.987514,0.00008212018,0.00002617597,0.0002559389,0.0000907034,0.0001085598,0.0006612777,0.00001608113],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01758906,0.9802643,0.0007630719,0.0002515951,0.0002717467,0.00018536,0.0003806379,0.0000284786,0.0002656634],"genre_scores_gemma":[0.5552595,0.4379164,0.002314577,0.001236517,0.0007363829,0.0009006671,0.000933959,0.00005182877,0.0006500784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01703324,"threshold_uncertainty_score":0.05316359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030591337","doi":"10.3760/cma.j.issn.1007-8118.2006.05.025","title":"活体肝移植手术技术","year":2006,"lang":"en","type":"article","venue":"Zhonghua gan-dan waike zazhi","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Traditional medicine; Medicine","authors":[{"name":"刘远廷","is_ca":false},{"name":"Mark S. Cattral","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006515120226927182,"gpt":0.2435955750864974,"spread":0.2370804548595702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002483258,0.0002731502,0.0002801578,0.001443292,0.002299953,0.005915817,0.0005326178,0.001291078,0.008137084],"category_scores_gemma":[0.005282579,0.0001940989,0.0003054392,0.001508174,0.008852647,0.005513098,0.001401876,0.001973399,0.001125535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003806244,"about_ca_system_score_gemma":0.005354355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006063034,"about_ca_topic_score_gemma":0.00722749,"domain_scores_codex":[0.998472,0.0005675127,0.00008790022,0.0002860767,0.0004431645,0.0001434209],"domain_scores_gemma":[0.9973522,0.001083829,0.0004335358,0.000122524,0.0006960388,0.0003118856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004715422,0.00005993171,0.006784446,0.0003341149,0.00004576938,0.0002143923,0.008210011,0.0007069316,0.0005180654,0.8848402,0.0165839,0.08165501],"study_design_scores_gemma":[0.00003374541,0.00007232208,0.01165565,0.0005850658,0.00007262897,0.0004935521,0.01298165,0.001038925,0.0008110302,0.7753451,0.196859,0.00005137616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.09384848,0.03554928,0.02918812,0.1109192,0.001976851,0.0001424688,0.0004467379,0.0001131105,0.7278157],"genre_scores_gemma":[0.9371253,0.01452545,0.01094202,0.004022133,0.001011982,0.0001330608,0.0001301052,0.00004008567,0.03206987],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008137084,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028692271","doi":"10.3760/cma.j.issn.1007-8118.2018.05.012","title":"Postoperative prophylactic anticoagulation in the prevention of portal venous thrombosis in patients after laparoscopic splenectomy: a Meta-analysis","year":2018,"lang":"en","type":"article","venue":"Zhonghua gan-dan waike zazhi","topic":"Liver Disease and Transplantation","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; Splenectomy; Meta-analysis; Cochrane Library; Incidence (geometry); Surgery; Odds ratio; Confidence interval; Thrombosis; Venous thrombosis; Portal vein thrombosis; Internal medicine; Spleen","authors":[{"name":"Yabin Yu","is_ca":false},{"name":"Yan Song","is_ca":false},{"name":"Chen Ya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03559224069546561,"gpt":0.3048749830997887,"spread":0.269282742404323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01099685,0.002473002,0.01573177,0.004713119,0.0005692051,0.002858209,0.001641793,0.002357111,0.002442655],"category_scores_gemma":[0.02413628,0.001214379,0.039337,0.004969745,0.0005553518,0.001307052,0.0009391878,0.001723016,0.0001826156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321058,"about_ca_system_score_gemma":0.002044697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003445776,"about_ca_topic_score_gemma":0.005048788,"domain_scores_codex":[0.9929576,0.003221955,0.002143455,0.0007267133,0.0007049501,0.0002453883],"domain_scores_gemma":[0.9868541,0.009492067,0.002219296,0.00045879,0.0007760723,0.0001996936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.004358079,0.00004695913,0.00673854,0.1144805,0.8655115,0.0001284691,0.00004291978,0.0004632835,0.0002481843,0.00007853711,0.0001867357,0.007716297],"study_design_scores_gemma":[0.0006177453,0.0002655773,0.002955713,0.004133297,0.9911343,0.00006899938,0.0000172789,0.0001451244,0.00009543213,0.00007607685,0.0004798096,0.00001072757],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01301831,0.9851414,0.0007229293,0.000184044,0.0002165442,0.0001895694,0.0002722494,0.00002429874,0.0002306662],"genre_scores_gemma":[0.4102066,0.5841657,0.002565039,0.0008269805,0.0005374874,0.0007432756,0.000590656,0.0000290965,0.0003351062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01573177,"threshold_uncertainty_score":0.05815756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032020995","doi":"10.3760/cma.j.issn.1007-8118.2017.01.007","title":"Prognosis of Asian patients with hepatocellular carcinoma with bile duct tumor thrombus after hepatic resection or liver transplantation: a Meta-analysis","year":2017,"lang":"en","type":"article","venue":"Zhonghua gan-dan waike zazhi","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","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; Hepatocellular carcinoma; Hazard ratio; Liver transplantation; Meta-analysis; Hepatectomy; Internal medicine; Gastroenterology; Thrombus; Confidence interval; Resection; Carcinoma; Surgery; Transplantation","authors":[{"name":"Chenglin Wang","is_ca":false},{"name":"Zhen Chen","is_ca":false},{"name":"Chiwen Liu","is_ca":false},{"name":"Donglin Sun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03755791303790546,"gpt":0.2585596057291101,"spread":0.2210016926912047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005666689,0.001493377,0.006121658,0.002552269,0.0005399542,0.001706232,0.001076824,0.001233215,0.002102992],"category_scores_gemma":[0.009115558,0.0007423628,0.02788764,0.003845049,0.0003573406,0.0008366566,0.0007597806,0.001135479,0.000170279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007495958,"about_ca_system_score_gemma":0.0009404979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004301491,"about_ca_topic_score_gemma":0.007049698,"domain_scores_codex":[0.9972488,0.001059394,0.0008036054,0.0004610723,0.0002506447,0.0001764501],"domain_scores_gemma":[0.994844,0.003225595,0.00106458,0.0003422962,0.0003882721,0.0001352168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.006701685,0.00005173458,0.08878189,0.04749118,0.844641,0.0003682248,0.0001190124,0.000961614,0.0005920497,0.0001226332,0.0006103674,0.009558635],"study_design_scores_gemma":[0.0004792086,0.000295477,0.03118999,0.001832926,0.964269,0.0001917692,0.00005381037,0.0004027742,0.0001579066,0.0001871417,0.0009204602,0.00001952233],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1014452,0.894109,0.001315832,0.0004947842,0.0003310028,0.0001474187,0.001411174,0.0000405079,0.0007051333],"genre_scores_gemma":[0.8508023,0.1451913,0.001095789,0.0006030068,0.0003444063,0.0002875816,0.001203605,0.00002486733,0.0004471471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006121658,"threshold_uncertainty_score":0.02996868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}