{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"d30bdb904788","filters":{"venue":"Journal of Hepato-Biliary-Pancreatic Surgery"}},"results":[{"id":"W1968903017","doi":"10.1007/s00534-007-1210-0","title":"Malignant transformation of a solitary fibrous tumor of the liver and intractable hypoglycemia","year":2007,"lang":"en","type":"article","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal General Hospital; Lawson Health Research Institute; St Joseph's Health Care; Royal Victoria Hospital","funders":"","keywords":"Fibrosarcoma; Hypoglycemia; Solitary fibrous tumor; Malignant transformation; Medicine; Malignancy; Pathology; Liver tumor; Internal medicine; Endocrinology; Gastroenterology; Insulin; Biology; Hepatocellular carcinoma","authors":[{"name":"Gabriel Chan","is_ca":true},{"name":"Peter J. Horton","is_ca":true},{"name":"S. M. Thyssen","is_ca":true},{"name":"Marie Lamarche","is_ca":true},{"name":"Ayoub Nahal","is_ca":true},{"name":"David J. Hill","is_ca":true},{"name":"Errol B. Marliss","is_ca":true},{"name":"Peter Metrakos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01705872394975783,"gpt":0.2443917294398892,"spread":0.2273330054901314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008425343,0.002687202,0.001486135,0.004676673,0.003895753,0.002102641,0.001628262,0.005807004,0.002552128],"category_scores_gemma":[0.007685167,0.001800375,0.002465707,0.002811312,0.003221787,0.002568936,0.002121894,0.00290145,0.001118588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553685,"about_ca_system_score_gemma":0.0006251941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139681,"about_ca_topic_score_gemma":0.001174852,"domain_scores_codex":[0.9991415,0.0001536243,0.0001093334,0.0001605672,0.0001386908,0.0002963683],"domain_scores_gemma":[0.9966049,0.001537753,0.0004358449,0.0004155182,0.0001132813,0.0008925149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0000787276,0.0000250669,0.002591179,0.00001781146,0.000006860299,0.9961266,0.00008351045,0.0001081953,0.0003347563,0.0001770881,0.00004194606,0.0004083197],"study_design_scores_gemma":[0.00004557154,0.0001440823,0.005664187,0.000006528384,0.0000176311,0.9925796,0.00009970328,0.0003888013,0.0004871178,0.0002795991,0.0002749931,0.00001220269],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805212,0.002276607,0.00148288,0.001657946,0.00024969,0.0001168041,0.0003033079,0.0001661141,0.01322544],"genre_scores_gemma":[0.997699,0.0004006697,0.0004158161,0.0002075678,0.0004787831,0.00001681887,0.00007202511,0.00001741091,0.0006918487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005807004,"threshold_uncertainty_score":0.01127285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026731209","doi":"10.1007/s00534-007-1306-6","title":"Clinical results of N-acetylcysteine after major hepatic surgery: a review","year":2008,"lang":"en","type":"review","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Acetylcysteine; Medicine; Liver transplantation; Clinical trial; Ischemia; Randomized controlled trial; Reperfusion injury; Retrospective cohort study; MEDLINE; Surgery; Internal medicine; Transplantation; Antioxidant","authors":[{"name":"Andrew McKay","is_ca":true},{"name":"Darby Cassidy","is_ca":true},{"name":"Francis Sutherland","is_ca":true},{"name":"Elijah Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0645218325391805,"gpt":0.368951983117366,"spread":0.3044301505781855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001179361,0.000665299,0.003072163,0.002562752,0.0001710312,0.0008894251,0.0009818054,0.0007672836,0.001576064],"category_scores_gemma":[0.003817053,0.0002408464,0.001143642,0.003688611,0.0005196597,0.0008775694,0.0004619928,0.0006388945,0.0002833442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386929,"about_ca_system_score_gemma":0.001675429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001563436,"about_ca_topic_score_gemma":0.00337603,"domain_scores_codex":[0.9992749,0.0001414217,0.0002875997,0.0001022968,0.0001683163,0.00002549554],"domain_scores_gemma":[0.9978511,0.00123458,0.0005889946,0.00003115561,0.0002386936,0.0000555052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007970465,0.0001230398,0.002931741,0.1454599,0.002160759,0.0006247837,0.0001025851,0.0002432852,0.0008933676,0.0004229194,0.01161567,0.8346248],"study_design_scores_gemma":[0.001092523,0.002569468,0.0435211,0.1639163,0.03008876,0.01664367,0.0009884102,0.0004110938,0.002936375,0.001586221,0.736042,0.000204091],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002514492,0.9994855,0.00001907467,0.00007026525,0.00004284036,0.000002879993,0.00001607864,9.8486e-7,0.0001109057],"genre_scores_gemma":[0.002025936,0.9976561,0.00007171688,0.000123411,0.00005682098,0.000005132165,0.00002228097,5.680629e-7,0.00003810682],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003072163,"threshold_uncertainty_score":0.006237149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036970157","doi":"10.1007/s00534-007-1215-8","title":"Neurofibroma of the porta hepatis","year":2008,"lang":"en","type":"review","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"Alberta Heritage Foundation for Medical Research","keywords":"Porta hepatis; Medicine; Neurofibromatosis; Neurofibroma; Quadrant (abdomen); Vomiting; Radiology; Surgery; Nausea","authors":[{"name":"Julius Poon","is_ca":true},{"name":"Travis Ogilvie","is_ca":true},{"name":"Elijah Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05488363659297226,"gpt":0.2971552104823469,"spread":0.2422715738893747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268182,0.000977606,0.0009632737,0.004889543,0.0003370307,0.001010726,0.0008770917,0.0009401127,0.002595284],"category_scores_gemma":[0.0009015335,0.0003000546,0.0003635531,0.004759609,0.0006330035,0.001719142,0.0005810878,0.0005524842,0.001151757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003926129,"about_ca_system_score_gemma":0.0008372802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421855,"about_ca_topic_score_gemma":0.003087168,"domain_scores_codex":[0.9997653,0.00002444885,0.00006790979,0.0000453014,0.00006987697,0.00002711382],"domain_scores_gemma":[0.9994381,0.0002179042,0.000213309,0.00002069313,0.0000578438,0.00005207921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0001216386,0.00005834515,0.006923984,0.01339719,0.0002366214,0.07428818,0.0002049323,0.0003499322,0.003884057,0.0006036768,0.01627439,0.8836572],"study_design_scores_gemma":[0.00004740665,0.0001226599,0.01753051,0.005588717,0.0009310234,0.6094304,0.0006748239,0.0002400103,0.002187083,0.001172492,0.3619957,0.00007927242],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006126807,0.9885107,0.0004249275,0.0003307746,0.0002060363,0.00001043706,0.00006677162,0.00003371446,0.004289729],"genre_scores_gemma":[0.03379671,0.962531,0.0008076953,0.0003581704,0.000511773,0.00001120725,0.0001266618,0.000006108794,0.001850624],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004889543,"threshold_uncertainty_score":0.008682072,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067137938","doi":"10.1007/s005340170046","title":"Mild hypothermia prevents cerebral edema in acute liver failure","year":2001,"lang":"en","type":"review","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Cerebral edema; Hypothermia; Brain edema; Medicine; Liver failure; Edema; Anesthesia; Intensive care medicine; Internal medicine","authors":[{"name":"Roger F. Butterworth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05162932976726667,"gpt":0.3223666565668051,"spread":0.2707373267995384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003496912,0.0004848287,0.001878181,0.0005768294,0.0001522425,0.0004040158,0.0006538707,0.0004462866,0.001359533],"category_scores_gemma":[0.000483266,0.0001501599,0.0003941829,0.0005545949,0.0002308553,0.0004494176,0.000259201,0.0008662699,0.0006182893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903547,"about_ca_system_score_gemma":0.0004424386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000531106,"about_ca_topic_score_gemma":0.001041225,"domain_scores_codex":[0.9999154,0.0000178433,0.00002340153,0.00001260904,0.00002053649,0.00001028276],"domain_scores_gemma":[0.9998605,0.00006443387,0.00003792187,0.000006015948,0.00002126551,0.000009924611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001051118,0.0002220439,0.0005498338,0.0149109,0.0003480231,0.0004011078,0.00003759106,0.0002848159,0.005101061,0.000526139,0.008210654,0.9683567],"study_design_scores_gemma":[0.002120253,0.004744828,0.02933243,0.008525489,0.003583822,0.01048581,0.0001975919,0.0007192832,0.01540813,0.002687999,0.922057,0.0001373248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001434849,0.9975972,0.000186413,0.00009984127,0.0001385675,0.000008996491,0.00001508458,0.000009207133,0.0005098627],"genre_scores_gemma":[0.007956038,0.9908612,0.0002859636,0.0001509437,0.0002395839,0.0000209725,0.00004548448,0.00000191683,0.000437918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001878181,"threshold_uncertainty_score":0.004548073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2092886393","doi":"10.1007/s00534-008-1349-3","title":"Pancreatic fistulae: are we making progress?","year":2008,"lang":"en","type":"review","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Pancreatic fistula; Fistula; Medicine; Mortality rate; Surgery; General surgery; Pancreas; Internal medicine","authors":[{"name":"Zoe Parr","is_ca":true},{"name":"Francis Sutherland","is_ca":true},{"name":"Oliver F. Bathe","is_ca":true},{"name":"Elijah Dixon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08031953808538717,"gpt":0.3473853184027097,"spread":0.2670657803173225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002402202,0.001362729,0.004769259,0.002744687,0.0006725217,0.003834325,0.001781871,0.004178766,0.003792297],"category_scores_gemma":[0.004095129,0.000545287,0.0009366093,0.003186058,0.001958451,0.007900988,0.001238813,0.005403849,0.002228711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109481,"about_ca_system_score_gemma":0.002742725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082797,"about_ca_topic_score_gemma":0.002429365,"domain_scores_codex":[0.9991376,0.0001942904,0.0001906448,0.0001406376,0.0002517332,0.00008495531],"domain_scores_gemma":[0.9961752,0.002153627,0.0005454533,0.0000896516,0.0007076615,0.0003284643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001317984,0.00009166962,0.0011101,0.01302521,0.0001537369,0.001237329,0.0001208968,0.0002294429,0.0004172105,0.002708178,0.06440848,0.9163659],"study_design_scores_gemma":[0.0001018367,0.0001595547,0.002941675,0.01798505,0.0005361748,0.01644443,0.0006869989,0.0002124508,0.0001892921,0.005114257,0.9555412,0.00008710261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007192582,0.9972686,0.00009699015,0.001631907,0.0005457141,0.000001344566,0.000006541677,0.000008157002,0.000368911],"genre_scores_gemma":[0.00073009,0.9964019,0.0002616461,0.001053481,0.00130541,0.000003252839,0.00001607717,0.000002032743,0.0002261492],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004769259,"threshold_uncertainty_score":0.01270419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W18535765","doi":"10.1007/s00534-007-1263-0","title":"Decomposition of the Security Requirements for Connected Information Domains","year":2011,"lang":"en","type":"article","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Information and Cyber Security","field":"Computer Science","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":"Computer science; Computer security; Security service; Information security; Implementation; Security policy; Decomposition; Computer security model; Demise; Software engineering; Political science","authors":[{"name":"H.A. Schotanus","is_ca":false},{"name":"D. Boonstra","is_ca":false},{"name":"E.G. Broenink","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02629720407861362,"gpt":0.2510845625012359,"spread":0.2247873584226223,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743287,0.0007636222,0.0005274945,0.002217087,0.0009494129,0.003097061,0.0008384934,0.0011309,0.003329383],"category_scores_gemma":[0.01340864,0.000648763,0.0009315184,0.001302691,0.001188801,0.004221319,0.002052549,0.00145538,0.0008063355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303479,"about_ca_system_score_gemma":0.001260034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009728799,"about_ca_topic_score_gemma":0.0007820111,"domain_scores_codex":[0.9947146,0.001174884,0.0005949595,0.0004757775,0.002317884,0.0007220373],"domain_scores_gemma":[0.9877043,0.006221841,0.001178454,0.001595992,0.002550884,0.0007485301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005816662,0.0002458101,0.00757184,0.0006670477,0.000106523,0.0009797292,0.001494152,0.1680844,0.0341152,0.6901773,0.004396213,0.09158004],"study_design_scores_gemma":[0.00007008708,0.0002405677,0.003991281,0.0001939112,0.00008345961,0.001011883,0.0009604361,0.5275186,0.0138127,0.4335037,0.01854562,0.00006782605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3838212,0.000515392,0.5828856,0.001309421,0.00008114675,0.0004786966,0.000987382,0.0004858345,0.02943526],"genre_scores_gemma":[0.8795301,0.0004276244,0.1143646,0.0001149954,0.00008990806,0.0003382831,0.001130344,0.000129586,0.003874469],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003329383,"threshold_uncertainty_score":0.01450807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}