{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"b58d4e486cd7","filters":{"venue":"Frontiers in Transplantation"}},"results":[{"id":"W4390007868","doi":"10.3389/frtra.2023.1323387","title":"Review of machine perfusion studies in vascularized composite allotransplant preservation","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Machine perfusion; Ex vivo; Perfusion; Limiting; Medicine; Reperfusion injury; Transplantation; Cold storage; Ischemia; Computer science; Surgery; Biomedical engineering; In vivo; Cardiology; Biology; Engineering; Mechanical engineering; Liver transplantation","authors":[{"name":"Çağdaş Duru","is_ca":true},{"name":"Felor Biniazan","is_ca":true},{"name":"Nina Hadžimustafić","is_ca":true},{"name":"Andrew D’Elia","is_ca":true},{"name":"Valentina Shamoun","is_ca":true},{"name":"Siba Haykal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05700279835771662,"gpt":0.368875050580638,"spread":0.3118722522229214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001161391,0.0001781079,0.0006815696,0.0005628974,0.00003369722,0.000003791024,0.00008992704,0.00009280077,0.00001428892],"category_scores_gemma":[0.00005035002,0.0001554122,0.0001343426,0.0009756635,0.00006438134,0.00019339,0.000005235052,0.0001930239,0.000003674066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006383788,"about_ca_system_score_gemma":0.00004212403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001149663,"about_ca_topic_score_gemma":0.00007705169,"domain_scores_codex":[0.9981728,0.0002945266,0.0007337163,0.0002753463,0.0003020106,0.0002216196],"domain_scores_gemma":[0.9993949,0.0001833257,0.0001113193,0.0001792483,0.00008510742,0.0000460866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002828647,0.0002845547,0.7957004,0.1252238,0.0003512871,0.00050169,0.01242524,0.0006140315,0.03795416,0.0002212111,0.0008704222,0.02302456],"study_design_scores_gemma":[0.01029613,0.0002248908,0.9119618,0.05411995,0.000997404,0.0001005777,0.0005259046,0.007384349,0.01261818,0.0007798955,0.0006005869,0.0003903438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6816371,0.1632654,0.1458451,0.002862266,0.00191091,0.0034291,0.0002364981,0.0002819788,0.0005316559],"genre_scores_gemma":[0.1159689,0.7811877,0.09992993,0.0006414709,0.00003413587,0.0001099465,0.001987465,0.00003490261,0.0001055964],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6179222,"threshold_uncertainty_score":0.6337523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391784430","doi":"10.3389/frtra.2024.1350546","title":"Immunogenicity and tolerance induction in vascularized composite allotransplantation","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Immunogenicity; Medicine; Immune system; Population; Immunology; Immune tolerance; Antigen; Transplantation; Allotransplantation; Cancer research; Surgery","authors":[{"name":"Jiahui Sun","is_ca":true},{"name":"Aisha Adil","is_ca":true},{"name":"Felor Biniazan","is_ca":true},{"name":"Siba Haykal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01113880049754598,"gpt":0.2752662516806451,"spread":0.2641274511830992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003040424,0.0001466253,0.0002550696,0.0006163368,0.00003937812,0.000049792,0.00004531911,0.0001325064,0.0000291688],"category_scores_gemma":[0.000003520465,0.0001490768,0.00005066006,0.0005655626,0.00006672829,0.0003150176,0.000001997198,0.000355032,0.00001060604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009532431,"about_ca_system_score_gemma":0.00006388424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002229924,"about_ca_topic_score_gemma":0.0001318788,"domain_scores_codex":[0.9987332,0.00009515293,0.000338356,0.000339499,0.0002691027,0.0002246498],"domain_scores_gemma":[0.9997515,0.00004530054,0.00001882289,0.00009333564,0.00002516288,0.00006586495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007072773,0.0003820153,0.6663986,0.008960024,0.0003078096,0.003061983,0.02264575,0.000752283,0.2432322,0.001112132,0.0001597014,0.04591472],"study_design_scores_gemma":[0.005654209,0.0001264239,0.9535533,0.00141118,0.0001897563,0.0004828,0.000295293,0.01221199,0.02520251,0.0004244982,0.0001936943,0.000254384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606876,0.003640016,0.03367135,0.0004626009,0.0004708048,0.0005773414,0.00003484451,0.00008970868,0.0003657069],"genre_scores_gemma":[0.9833946,0.01054672,0.005448785,0.0000583085,0.00004196151,0.00003649126,0.0003563618,0.00002286515,0.00009391749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2871547,"threshold_uncertainty_score":0.6079175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403981796","doi":"10.3389/frtra.2024.1485444","title":"Status of islet transplantation and innovations to sustainable outcomes: novel sites, cell sources, and drug delivery strategies","year":2024,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Breakthrough T1D Canada","keywords":"Transplantation; Intensive care medicine; Medicine; Islet; Islet cell transplantation; Immunosuppression; Glycemic; Immune system; Diabetes mellitus; Immunology; Surgery; Endocrinology","authors":[{"name":"Jordan M. Wong","is_ca":true},{"name":"Andrew R. Pepper","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199402482959735,"gpt":0.2852255498317634,"spread":0.2652853015357899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002223076,0.0003466593,0.001099375,0.001127712,0.0000529678,0.00006432917,0.00005192629,0.0002229862,0.000007427062],"category_scores_gemma":[0.00002147872,0.0002930951,0.0001005835,0.0007574731,0.00007697252,0.0002210473,0.000007785391,0.0003386558,0.000002783324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257569,"about_ca_system_score_gemma":0.0004233303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003143121,"about_ca_topic_score_gemma":0.0000245236,"domain_scores_codex":[0.9982439,0.00005954005,0.0006824524,0.0004016969,0.0002278029,0.0003846612],"domain_scores_gemma":[0.9993364,0.000152472,0.0001484715,0.0001425972,0.00009837718,0.0001217017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006704479,0.0004833199,0.02160378,0.7961857,0.001218083,0.0005891711,0.02360402,0.00007206216,0.0004412315,0.002602933,0.01457818,0.137951],"study_design_scores_gemma":[0.01086946,0.0009350036,0.007837149,0.04467107,0.02758282,0.0003324406,0.02667581,0.0004102797,0.0004833149,0.001443161,0.8764204,0.002339082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02426217,0.9652023,0.00738968,0.0002140127,0.0002128575,0.001378795,0.0005787301,0.00006190329,0.0006995831],"genre_scores_gemma":[0.00237599,0.9887127,0.006027522,0.0002884788,0.00003587388,0.0001033487,0.00183822,0.0000439188,0.0005739926],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8618422,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353083563","doi":"10.3389/frtra.2023.1060992","title":"Thoracic organ machine perfusion: A review of concepts with a focus on reconditioning therapies","year":2023,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Biodiversity Monitoring Institute; University of Alberta","funders":"","keywords":"Medicine; Organ donation; Transplantation; Perfusion; Machine perfusion; Intensive care medicine; Organ transplantation; Lung; Thoracic cavity; Lung transplantation; Surgery; Cardiology; Internal medicine; Liver transplantation","authors":[{"name":"Mitchell J. Wagner","is_ca":true},{"name":"Sanaz Hatami","is_ca":true},{"name":"Darren H. Freed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04971132641495391,"gpt":0.3996899267927741,"spread":0.3499786003778202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006285877,0.0004430141,0.002249215,0.0005963037,0.00006292747,0.00001203181,0.000137523,0.0002373061,0.0001178157],"category_scores_gemma":[0.00003296135,0.0003075258,0.0003372561,0.000909448,0.00009429568,0.00009128283,0.000003379389,0.0005083138,0.0000150077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031505,"about_ca_system_score_gemma":0.0002579744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003530293,"about_ca_topic_score_gemma":0.00004474977,"domain_scores_codex":[0.9974421,0.0004614504,0.0009602749,0.000455003,0.0004367685,0.0002443646],"domain_scores_gemma":[0.9988356,0.0003190867,0.0003913731,0.0002978742,0.00007821409,0.00007780678],"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":[0.0003183916,0.00005317991,0.0005140677,0.3238434,0.0003074358,0.000248156,0.0008301258,0.0000016166,0.000001372457,0.00007232859,0.0001430592,0.6736669],"study_design_scores_gemma":[0.002048896,0.0007187857,0.001038735,0.9486223,0.007286868,0.0004591439,0.0002013844,0.0000139728,0.00007624046,0.0001721465,0.03874473,0.0006167599],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004016484,0.9875341,0.009146052,0.0001807568,0.0003794474,0.001791414,0.0004136865,0.00008976143,0.0004245832],"genre_scores_gemma":[0.00003434582,0.976495,0.02052741,0.0001545115,0.0000752484,0.0001970412,0.002214783,0.00009645939,0.0002051445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6730501,"threshold_uncertainty_score":0.9999377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386526890","doi":"10.3389/frtra.2023.1250184","title":"Psychosocial assessment tools for use before transplantation are predictive of post-operative psychosocial and health behavior outcomes: a narrative review of the literature","year":2023,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Psychosocial; Transplantation; Medicine; Multidisciplinary approach; MEDLINE; Clinical psychology; Psychology; Psychiatry; Surgery","authors":[{"name":"Sorin Thode","is_ca":true},{"name":"Keith Perry","is_ca":true},{"name":"Samuel Cyr","is_ca":true},{"name":"Anique Ducharme","is_ca":true},{"name":"David Puissant","is_ca":true},{"name":"Judith Brouillette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0641487194024932,"gpt":0.4303120669813489,"spread":0.3661633475788557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004234089,0.0005393677,0.002663973,0.0003672258,0.0001444338,0.00003799328,0.0001546536,0.0003671623,0.00000454719],"category_scores_gemma":[0.00004033644,0.000354045,0.0008343937,0.0007417049,0.0001311565,0.0003682267,0.000005081227,0.0004575092,2.970426e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002743879,"about_ca_system_score_gemma":0.0005856788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005665244,"about_ca_topic_score_gemma":0.0002124518,"domain_scores_codex":[0.996668,0.0004126492,0.001551743,0.000537915,0.0005459352,0.0002836904],"domain_scores_gemma":[0.9977618,0.0002813053,0.001276515,0.000245174,0.0003377259,0.00009741807],"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":[0.0008594699,0.0006396432,0.03014174,0.788413,0.002235035,0.00006668575,0.03072765,0.000002050605,0.000001236072,0.0001506652,0.000493604,0.1462692],"study_design_scores_gemma":[0.006719944,0.001343171,0.2731432,0.705061,0.009668319,0.0001045993,0.001619515,0.00000853932,0.000005580941,0.00007454695,0.001810668,0.0004409329],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009818708,0.9501222,0.003574046,0.001006858,0.001556466,0.0164487,0.02623837,0.00004539755,0.00002605039],"genre_scores_gemma":[0.0002712484,0.9843041,0.004630693,0.0002916484,0.00006006752,0.001475247,0.008817093,0.00006679607,0.00008315136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2430014,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408648064","doi":"10.3389/frtra.2025.1514956","title":"From Edmonton to Lantidra and beyond: immunoengineering islet transplantation to cure type 1 diabetes","year":2025,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Immunosuppression; Islet; Transplantation; Medicine; Type 1 diabetes; Islet cell transplantation; Immunology; Pancreatic islets; Immune system; Insulin; Diabetes mellitus; Bioinformatics; Biology; Internal medicine; Endocrinology","authors":[{"name":"El Hadji Arona Mbaye","is_ca":false},{"name":"Evan A. Scott","is_ca":false},{"name":"Jacqueline A. Burke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009132498035172087,"gpt":0.2660254966849037,"spread":0.2568929986497316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001466819,0.0004055696,0.001344741,0.000874098,0.00004437596,0.00003993625,0.0001053983,0.0003077767,0.00003331821],"category_scores_gemma":[0.00004914154,0.0003831442,0.000136195,0.0007277729,0.00001728617,0.0001145606,0.000007963722,0.0002934809,0.00002511012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078276,"about_ca_system_score_gemma":0.000130625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006642076,"about_ca_topic_score_gemma":0.00001230432,"domain_scores_codex":[0.9983287,0.00008046942,0.0005504745,0.0005076507,0.0002188308,0.0003138853],"domain_scores_gemma":[0.9992878,0.0001880528,0.00007462492,0.0002336136,0.0000466787,0.0001692585],"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":[0.0005935135,0.0001077841,0.001909525,0.07226539,0.0006642286,0.0001232043,0.003548309,0.0001100019,0.0005100837,0.00004598646,0.0121607,0.9079612],"study_design_scores_gemma":[0.005020097,0.0008566607,0.005842669,0.1379809,0.01272653,0.00005085099,0.0005998124,0.0004494005,0.0009464872,0.0002145352,0.8332305,0.002081497],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00388708,0.980566,0.01026982,0.00017813,0.00185736,0.00152416,0.0006167657,0.0001101174,0.0009905553],"genre_scores_gemma":[0.0002184989,0.9824234,0.01277725,0.0003278355,0.0001731422,0.000166927,0.00357437,0.00004539893,0.0002932089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9058798,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399818603","doi":"10.3389/frtra.2024.1427106","title":"Donor-specific graft injury in solid organ transplantation: potential mechanisms and therapeutic strategies","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Prevention of Organ Failure; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Solid organ; Transplantation; Medicine; Intensive care medicine; Organ transplantation; Surgery","authors":[{"name":"Chengliang Yang","is_ca":true},{"name":"Casey P. Shannon","is_ca":true},{"name":"Hedi Zhao","is_ca":true},{"name":"Scott J. Tebbutt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007771714237897452,"gpt":0.2617404505419004,"spread":0.253968736304003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002379548,0.0002592455,0.0003455138,0.0006984605,0.00006141029,0.0001199698,0.00008282241,0.0002328769,0.00006827229],"category_scores_gemma":[9.88848e-7,0.0002460819,0.00007700201,0.0004808524,0.00008260505,0.0003545077,0.000002642029,0.0004348041,0.000007210581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008404347,"about_ca_system_score_gemma":0.0001009114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004431007,"about_ca_topic_score_gemma":0.00004348944,"domain_scores_codex":[0.9983764,0.000077948,0.0004825801,0.0004426176,0.0002742525,0.0003461566],"domain_scores_gemma":[0.9996979,0.00003556016,0.00003744375,0.0001320473,0.00002680107,0.00007023176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01864866,0.001245452,0.1770873,0.05685253,0.001153781,0.04293897,0.1031329,0.00143022,0.3011387,0.1294015,0.005050092,0.1619197],"study_design_scores_gemma":[0.01466431,0.001907226,0.5694851,0.004875708,0.001955597,0.004291983,0.008248135,0.01028474,0.2534677,0.1259869,0.002314784,0.002517752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2874097,0.002552256,0.7025785,0.004739414,0.0009277196,0.0009011475,0.0001204407,0.000403788,0.0003670387],"genre_scores_gemma":[0.9549903,0.02882026,0.0148114,0.0008613624,0.00008194989,0.00004544901,0.0002834008,0.00004874053,0.00005712016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6877671,"threshold_uncertainty_score":0.9999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380264500","doi":"10.3389/frtra.2023.1161146","title":"Robust segregation of donor and recipient cells from single-cell RNA-sequencing of transplant samples","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Canadian Society of Transplantation","keywords":"Genotype; In silico; Context (archaeology); Computational biology; Biology; Transplantation; Cell; RNA-Seq; Gene; Genetics; Transcriptome; Gene expression; Medicine","authors":[{"name":"Gavin W. Wilson","is_ca":true},{"name":"Allen Duong","is_ca":true},{"name":"Sajad Moshkelgosha","is_ca":true},{"name":"Gary D. Bader","is_ca":true},{"name":"Shaf Keshavjee","is_ca":true},{"name":"Tereza Martinu","is_ca":true},{"name":"S. Juvet","is_ca":true},{"name":"Jonathan Yeung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02758528247742024,"gpt":0.2015342377982267,"spread":0.1739489553208065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432753,0.0001234233,0.0001976197,0.0001339047,0.00002675799,0.000007340264,0.00008763828,0.0001383016,0.000003063607],"category_scores_gemma":[0.000005207058,0.0001299831,0.00005581098,0.0001552434,0.0000771014,0.00001031221,0.000004409829,0.00006203356,4.01098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001864976,"about_ca_system_score_gemma":0.0000364143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003935309,"about_ca_topic_score_gemma":0.0002536959,"domain_scores_codex":[0.9990757,0.00005650978,0.0003447879,0.0002527175,0.0001221663,0.0001481535],"domain_scores_gemma":[0.9996756,0.00002827971,0.0001080384,0.0001175316,0.00003505484,0.00003554154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000362071,0.00004738418,0.02350581,0.0002233298,0.00002478551,0.000004015283,0.001534848,0.004158514,0.9673033,0.000006766494,0.0000696626,0.002759567],"study_design_scores_gemma":[0.001139525,0.0001562741,0.007975206,0.0001330923,0.00005921,0.000001407609,0.0003627162,0.002187341,0.9876438,0.0001544361,0.00004724874,0.0001397755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185498,0.0003623705,0.08008207,0.00001555473,0.0003685862,0.0001547317,0.0003528142,0.00001078406,0.0001033122],"genre_scores_gemma":[0.981855,0.002760424,0.01428426,0.00001359051,0.00003055477,0.000006866539,0.001006485,0.00001699269,0.00002582448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06579781,"threshold_uncertainty_score":0.5300556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385700676","doi":"10.3389/frtra.2023.1176398","title":"Pancreas transplantation with grafts obtained from donation after cardiac death or donation after brain death results in comparable outcomes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"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":"Medicine; Pancreas; Organ donation; Pancreas transplantation; Economic shortage; Kidney; Transplantation; Surgery; Kidney transplantation; Retrospective cohort study; Donation; Survival rate; Urology; Internal medicine","authors":[{"name":"M. Bleszynski","is_ca":true},{"name":"Catherine Parmentier","is_ca":true},{"name":"Alejandro Torres-Hernandez","is_ca":true},{"name":"Samrat Ray","is_ca":true},{"name":"Anila Yousuf","is_ca":true},{"name":"Andrea Norgate","is_ca":true},{"name":"Jeffrey Schiff","is_ca":true},{"name":"Chaya Shwaartz","is_ca":true},{"name":"Gonzalo Sapisochín","is_ca":true},{"name":"Ian D. McGilvray","is_ca":true},{"name":"Markus Selzner","is_ca":true},{"name":"Trevor Reichman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530114420513685,"gpt":0.2606334083165063,"spread":0.2453322641113695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005985356,0.0004282703,0.0006617522,0.001324223,0.00008379004,0.00006749011,0.0001114389,0.0002835354,0.00006515767],"category_scores_gemma":[0.00004388858,0.0003660138,0.0001229107,0.001320466,0.00005481898,0.0007473882,0.000004100312,0.000344229,0.00004496739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000401967,"about_ca_system_score_gemma":0.0001685441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089739,"about_ca_topic_score_gemma":0.003515503,"domain_scores_codex":[0.9967684,0.0002803998,0.000893409,0.0007406115,0.000816743,0.0005004319],"domain_scores_gemma":[0.9989151,0.0003538445,0.0001742564,0.0002728509,0.0001379356,0.0001460629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03029049,0.0002119046,0.9569378,0.0004782203,0.0001548247,0.001092489,0.007936364,0.0005286315,0.0004144578,0.0001183407,0.000190863,0.001645658],"study_design_scores_gemma":[0.01361859,0.0002122451,0.9790097,0.0006832939,0.0003987904,0.00002912147,0.0006493647,0.002608067,0.001705501,0.0004444432,0.0002040664,0.0004368559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746889,0.0001495051,0.01872952,0.001999526,0.0005733548,0.001490689,0.001396487,0.0002826842,0.0006893344],"genre_scores_gemma":[0.9770055,0.001723937,0.007192159,0.0004289704,0.00008072924,0.0004128547,0.01250803,0.00007048772,0.0005773014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0220719,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394579175","doi":"10.3389/frtra.2024.1336563","title":"Pretransplant, Th17 dominant alloreactivity in highly sensitized kidney transplant candidates","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Kidney transplant; Immunology; Medicine; Renal transplant; Kidney transplantation; Kidney; Internal medicine","authors":[{"name":"Sarita Negi","is_ca":true},{"name":"Alissa K. Rutman","is_ca":true},{"name":"Chee Loong Saw","is_ca":true},{"name":"Steven Paraskevas","is_ca":true},{"name":"Jean Tchervenkov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008565113645135637,"gpt":0.258668345121605,"spread":0.2501032314764693,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003062413,0.0003767629,0.0006232832,0.0008138393,0.00005118664,0.00005753023,0.00009095451,0.0002233623,0.00003990123],"category_scores_gemma":[0.000007617679,0.0003174323,0.0001953281,0.0006072518,0.00007312631,0.0003823739,0.000002128352,0.0004326242,0.00003002028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373117,"about_ca_system_score_gemma":0.0002182772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007122169,"about_ca_topic_score_gemma":0.0004648815,"domain_scores_codex":[0.9977452,0.0001254009,0.0006138185,0.0006122662,0.0004071169,0.0004962152],"domain_scores_gemma":[0.9993821,0.0001124737,0.00004880988,0.0001998473,0.00002529827,0.0002314764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01485538,0.0009302454,0.8551269,0.01154291,0.0009201579,0.03409368,0.01596023,0.0002868694,0.05393801,0.0009477295,0.0006590619,0.01073883],"study_design_scores_gemma":[0.03095245,0.0007263696,0.7946949,0.02171246,0.002362844,0.003446281,0.0003904007,0.03257714,0.1081424,0.001188224,0.002289952,0.001516584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381713,0.001595053,0.05040707,0.00167412,0.002042444,0.001578282,0.001334038,0.0002368726,0.002960851],"genre_scores_gemma":[0.9863943,0.008094641,0.002867578,0.0002194075,0.00005843665,0.00008725273,0.001903652,0.00005153289,0.0003231537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.060432,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402935111","doi":"10.3389/frtra.2024.1458563","title":"Variability in pediatric and neonatal organ offering, acceptance and utilization: a survey of Canadian pediatric transplant programs and organ donation organizations","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; Stollery Children's Hospital; Hospital for Sick Children; Canadian Blood Services; Alberta Health Services; University of Toronto; SickKids Foundation; Alberta Children's Hospital; University of Calgary","funders":"Canadian Blood Services","keywords":"Organ donation; Medicine; Donation; Organ transplantation; Intensive care medicine; Transplantation; Family medicine; Internal medicine","authors":[{"name":"Laurie A. Lee","is_ca":true},{"name":"Augustina Okpere","is_ca":true},{"name":"Dori-Ann Martin","is_ca":true},{"name":"Meagan Mahoney","is_ca":true},{"name":"Lee James","is_ca":true},{"name":"Yaron Avitzur","is_ca":true},{"name":"Bailey Piggott","is_ca":true},{"name":"Christopher Tomlinson","is_ca":true},{"name":"Simon Urschel","is_ca":true},{"name":"Lorraine Hamiwka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01585140137283391,"gpt":0.2411220067290681,"spread":0.2252706053562341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006183147,0.0001808482,0.000265877,0.00157146,0.00006012271,0.00005235136,0.00004606101,0.0001682861,0.00002435698],"category_scores_gemma":[0.00006858882,0.00019126,0.0000141589,0.002926163,0.00007045421,0.0003434341,0.000003679921,0.0001962911,6.613762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008414256,"about_ca_system_score_gemma":0.0003163682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005688967,"about_ca_topic_score_gemma":0.07484139,"domain_scores_codex":[0.9985684,0.0001491163,0.0004571428,0.0004098813,0.0002095112,0.0002059291],"domain_scores_gemma":[0.9994557,0.0001183163,0.00005392408,0.00009106087,0.0001310889,0.0001499066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152001,0.0000462839,0.9846618,0.001603744,0.00001523587,0.00004576195,0.005817792,0.000008839624,0.0000565409,0.0003137405,0.00001250125,0.007302551],"study_design_scores_gemma":[0.001428906,0.00007013188,0.9937207,0.0001235754,0.0002087886,0.00009340043,0.0001322785,0.003564905,0.0003351559,0.0001359677,0.00001796879,0.0001682237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97079,0.001854797,0.02583319,0.0002667959,0.000244256,0.0006824321,0.0001976331,0.00005380989,0.00007710858],"genre_scores_gemma":[0.9706914,0.02539241,0.002417662,0.00002456395,0.00003729851,0.00001658014,0.001379585,0.00002932306,0.00001115958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06915242,"threshold_uncertainty_score":0.9420403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387968328","doi":"10.3389/frtra.2023.1244093","title":"Neutrophil depletion for early allogeneic islet survival in a methacrylic acid (MAA) copolymer-induced, vascularized subcutaneous space","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Breakthrough T1D Canada; Canadian Institutes of Health Research; Canada First Research Excellence Fund; University of Toronto","keywords":"Islet; Medicine; Transplantation; Context (archaeology); Immune system; Subcutaneous tissue; Immunology; Diabetes mellitus; Internal medicine; Surgery; Endocrinology; Biology","authors":[{"name":"So-Yoon Won","is_ca":true},{"name":"Sean M. Kinney","is_ca":true},{"name":"Michael V. Sefton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01943280978237478,"gpt":0.2579111077399323,"spread":0.2384782979575575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308891,0.0001965992,0.0004650361,0.0006063916,0.00005264435,0.00001855503,0.00007212376,0.0001950205,0.00001569914],"category_scores_gemma":[0.00007662839,0.0002015492,0.000144701,0.0007383981,0.00003564348,0.0001022915,0.000004320937,0.0001769215,0.00002180929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001216047,"about_ca_system_score_gemma":0.0000793158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002528596,"about_ca_topic_score_gemma":0.00008293325,"domain_scores_codex":[0.9984515,0.0001397001,0.0003564265,0.0003705976,0.0002877501,0.000394058],"domain_scores_gemma":[0.9994723,0.0001348965,0.00006916116,0.000189249,0.000046052,0.00008832748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008918988,0.0002650306,0.3521858,0.001058886,0.0003493795,0.0007229897,0.003032587,0.0003382215,0.6240582,0.0003360457,0.001021747,0.007712062],"study_design_scores_gemma":[0.04900061,0.002515373,0.6505934,0.0008150782,0.001469868,0.0002176869,0.002445976,0.02386769,0.2643614,0.002334933,0.001042616,0.001335418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701371,0.000352068,0.02635893,0.0006163419,0.001112386,0.0009099084,0.00005029551,0.0001396915,0.0003232581],"genre_scores_gemma":[0.9928554,0.0007152939,0.005094083,0.0001476323,0.00008873181,0.00021425,0.000649629,0.00004112674,0.0001937951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596969,"threshold_uncertainty_score":0.8218939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402019247","doi":"10.3389/frtra.2024.1399324","title":"Proceedings of the 2024 Transplant AI Symposium","year":2024,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network","funders":"University Health Network Foundation; Astellas Pharma","keywords":"Medicine; Psychoanalysis; History; Psychology","authors":[{"name":"Sara Naimimohasses","is_ca":true},{"name":"Shaf Keshavjee","is_ca":true},{"name":"Bo Wang","is_ca":false},{"name":"Mike Brudno","is_ca":true},{"name":"Aman Sidhu","is_ca":true},{"name":"Mamatha Bhat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02929447445269535,"gpt":0.3312065049316318,"spread":0.3019120304789364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163306,0.00007584945,0.0001234776,0.0001631178,0.00003204474,0.00001617308,0.00005994972,0.00008423159,0.00002588111],"category_scores_gemma":[0.000005728014,0.00005463817,0.00006679054,0.0004187663,0.00005359564,0.0001322141,0.000001337105,0.000212918,0.000005788063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006777525,"about_ca_system_score_gemma":0.0001216669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180455,"about_ca_topic_score_gemma":0.00002779202,"domain_scores_codex":[0.9992298,0.000009163021,0.0002972589,0.0001590219,0.0001722151,0.0001325207],"domain_scores_gemma":[0.9998055,0.000023399,0.00002429311,0.00005559662,0.00005613016,0.00003505719],"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":[0.0007543771,0.0001800373,0.8544194,0.008225108,0.0000889045,0.00003470475,0.04795547,0.0001047965,0.02949909,0.004010709,0.02435405,0.03037337],"study_design_scores_gemma":[0.0004056358,0.0005088656,0.193126,0.01018465,0.001001977,0.0004351836,0.008475739,0.02191261,0.7388668,0.01396684,0.01060171,0.000513933],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740286,0.001052062,0.005618224,0.009312837,0.005073935,0.0006547981,0.0000286727,0.00005412036,0.004176789],"genre_scores_gemma":[0.9972458,0.001245939,0.0004917053,0.0002057621,0.0001213389,0.00002875267,0.00001842857,0.0000115309,0.0006307206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7093678,"threshold_uncertainty_score":0.222808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406990721","doi":"10.3389/frtra.2025.1491568","title":"Demise of cadaveric islet transplantation in the USA: Quo Vadis, 1 year after BLA approval and 24 years after the Edmonton breakthrough?","year":2025,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","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":"Demise; Transplantation; Status quo; Islet; Cadaveric spasm; Medicine; Political science; Surgery; Law; Internal medicine","authors":[{"name":"Piotr Witkowski","is_ca":false},{"name":"Nathan Appelbaum","is_ca":false},{"name":"John J. Fung","is_ca":false},{"name":"Rolf N. Barth","is_ca":false},{"name":"Camillo Ricordi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0125351371707104,"gpt":0.2665718931540415,"spread":0.254036755983331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004052786,0.0002789759,0.0008458301,0.0003303596,0.00002568345,0.00002216996,0.0001273353,0.0002771757,0.00003621517],"category_scores_gemma":[0.00002394304,0.0001788263,0.0001840719,0.0005220151,0.0001315014,0.0001027866,0.000004845336,0.0004054582,0.000004614586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007531422,"about_ca_system_score_gemma":0.0001657798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196674,"about_ca_topic_score_gemma":0.0002038933,"domain_scores_codex":[0.9982558,0.0003119236,0.0005891386,0.0003269048,0.0002969597,0.0002192306],"domain_scores_gemma":[0.9992933,0.0002559407,0.0001381412,0.0002508612,0.00002494094,0.00003678601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006917146,0.0006140736,0.1067244,0.1775363,0.0009991457,0.0008278471,0.03112828,0.00002582251,0.00001897919,0.0001842236,0.005855314,0.6691685],"study_design_scores_gemma":[0.01469783,0.0006721215,0.5183629,0.09464438,0.02585483,0.0006517395,0.002886,0.0002714152,0.00007375521,0.0005072253,0.3395216,0.001856164],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01888815,0.9754927,0.001560014,0.00008824137,0.0006146656,0.001800759,0.0003302374,0.0000156252,0.001209616],"genre_scores_gemma":[0.008343127,0.989293,0.0009066805,0.0001926816,0.00007338153,0.0004524183,0.0004313636,0.00002232536,0.0002849652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6673123,"threshold_uncertainty_score":0.7292325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414713448","doi":"10.3389/frtra.2025.1677463","title":"Multiple center listing for organ transplantation in the United States: time to reform?","year":2025,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"United Network for Organ Sharing; Listing (finance); Organ donation; Organ procurement; Transplantation; Organ transplantation; Compromise; Socioeconomic status; Criticism","authors":[{"name":"Emmanouil Giorgakis","is_ca":false},{"name":"Keren Ladin","is_ca":false},{"name":"Sher‐Lu Pai","is_ca":false},{"name":"Dimitrios Moris","is_ca":false},{"name":"Esteban Calderon","is_ca":false},{"name":"Oya Andaçoğlu","is_ca":false},{"name":"Nazia Selzner","is_ca":true},{"name":"Paulo N. Martins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009649386320112934,"gpt":0.2709084886647913,"spread":0.2612591023446784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004225251,0.0001750722,0.0002612507,0.0008102763,0.00008504277,0.00003003898,0.0001459243,0.0001134384,0.00001870298],"category_scores_gemma":[0.00002492003,0.0001393576,0.00006961997,0.0009037423,0.0000292367,0.0001203267,0.000002315425,0.0001805631,0.000007832061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001922852,"about_ca_system_score_gemma":0.00004573478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003057443,"about_ca_topic_score_gemma":0.0002912944,"domain_scores_codex":[0.9986981,0.00007849903,0.000466892,0.0002686449,0.0001802752,0.0003075651],"domain_scores_gemma":[0.9995267,0.0001564816,0.00005189637,0.0001567364,0.00006328829,0.00004485027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01628183,0.001039053,0.8633552,0.01392851,0.0001959527,0.0004056876,0.07270391,0.002198662,0.004897317,0.001116815,0.01206635,0.01181068],"study_design_scores_gemma":[0.0332068,0.0009336842,0.8517671,0.004442149,0.001004349,0.0001675906,0.009129132,0.02898757,0.05085943,0.00181991,0.01662795,0.001054347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4731057,0.00005623675,0.516555,0.005187651,0.0002985517,0.002749603,0.0004268524,0.0001569068,0.001463507],"genre_scores_gemma":[0.9388475,0.002525451,0.04221881,0.00656336,0.00005913637,0.0003740182,0.00849011,0.00004904317,0.0008725437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4743362,"threshold_uncertainty_score":0.5682836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414713487","doi":"10.3389/frtra.2025.1627504","title":"Decision regret and long-term weight evolution following laparoscopic sleeve gastrectomy as bridge to kidney transplantation","year":2025,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Hôpital Maisonneuve-Rosemont; Université de Montréal","funders":"","keywords":"Regret; Weight loss; Bridge (graph theory); Kidney transplantation; Sleeve gastrectomy; Laparoscopy","authors":[{"name":"Xin Yu Yang","is_ca":true},{"name":"Pamela Brazeau-Porrello","is_ca":true},{"name":"Roy Hajjar","is_ca":true},{"name":"David Badrudin","is_ca":true},{"name":"Radu Pescarus","is_ca":true},{"name":"Gabriel Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007008555650438284,"gpt":0.2694721173171164,"spread":0.2624635616666781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000297434,0.0002098261,0.0004041934,0.0007164942,0.0001053059,0.00003110911,0.00007128216,0.0001730953,0.00002303744],"category_scores_gemma":[0.00007999084,0.0002069097,0.0001090607,0.0006613127,0.00002720097,0.0002693566,0.000005549533,0.0001901492,0.00001137466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844887,"about_ca_system_score_gemma":0.0001657651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008228114,"about_ca_topic_score_gemma":0.00006835465,"domain_scores_codex":[0.998521,0.0000853731,0.0004248623,0.0004173589,0.0002638414,0.000287569],"domain_scores_gemma":[0.9994228,0.0001399439,0.00005412176,0.0001676302,0.00003640348,0.0001791132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002169186,0.00005820477,0.9789807,0.0005250608,0.00008155929,0.0002619961,0.001113805,0.00002110176,0.0007948624,0.0001450712,0.001436951,0.01441153],"study_design_scores_gemma":[0.005044375,0.00009721323,0.9881666,0.001554306,0.0005060142,0.0000754218,0.00005663279,0.0001571547,0.00352387,0.000535218,0.0001022106,0.0001809725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7856522,0.0004840488,0.2097335,0.0007657807,0.002196944,0.0005619383,0.00002320445,0.00006094502,0.0005215121],"genre_scores_gemma":[0.9906378,0.001183755,0.006635536,0.0007288557,0.00006577864,0.00004516521,0.0002947797,0.00001764021,0.0003907382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049856,"threshold_uncertainty_score":0.8437534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388832280","doi":"10.3389/frtra.2023.1261023","title":"Comprehensive immune profiling of SARS-CoV-2 infected kidney transplant patients","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Coastal Health; Providence Health Care; University of British Columbia","funders":"British Columbia Centre for Disease Control; Vancouver Coastal Health Research Institute; Michael Smith Health Research BC","keywords":"Immune system; Immunology; Immunophenotyping; Kidney transplantation; Medicine; CD8; Serology; Antibody; Transplantation; Biology; Flow cytometry; Internal medicine","authors":[{"name":"Franz Fenninger","is_ca":true},{"name":"Karen Sherwood","is_ca":true},{"name":"Vivian Wu","is_ca":true},{"name":"Paaksum Wong","is_ca":true},{"name":"Mari L. DeMarco","is_ca":true},{"name":"Meng Wang","is_ca":true},{"name":"Vincent Benedicto","is_ca":true},{"name":"Krishna A. Dwarka","is_ca":true},{"name":"Oliver P. Günther","is_ca":false},{"name":"Logan Tate","is_ca":true},{"name":"Eric M. Yoshida","is_ca":true},{"name":"Paul Keown","is_ca":true},{"name":"Matthew Kadatz","is_ca":true},{"name":"James H. Lan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04397485802108364,"gpt":0.3710418696206889,"spread":0.3270670115996053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002518349,0.0001593077,0.0004970038,0.0004951589,0.00004884738,0.000005416398,0.00009878226,0.0001120083,0.00000440439],"category_scores_gemma":[0.0008898577,0.0001466373,0.0001259811,0.0008542727,0.0001400315,0.00009471416,0.00001273674,0.0002756694,0.00001392774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000837156,"about_ca_system_score_gemma":0.0001562877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283304,"about_ca_topic_score_gemma":0.000006299871,"domain_scores_codex":[0.9981992,0.0001087374,0.000602331,0.0002878976,0.0004703871,0.0003314466],"domain_scores_gemma":[0.9988748,0.0005680808,0.00009562592,0.0001769643,0.0002066554,0.00007788707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002427014,0.0003049034,0.8942133,0.005117265,0.0002067906,0.0001185749,0.002443591,0.0002073781,0.09105797,0.00002423448,0.0008977336,0.002981244],"study_design_scores_gemma":[0.006780198,0.0004218631,0.8657868,0.0009289134,0.0001565523,9.002535e-7,0.0001109806,0.003802299,0.1212335,0.0001967873,0.0004102627,0.0001709643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891786,0.00007206058,0.00830417,0.0004785507,0.0004679859,0.0009708803,0.0002730505,0.000111696,0.000143006],"genre_scores_gemma":[0.9933723,0.002978877,0.00201785,0.0002738413,0.00002432694,0.00005593982,0.001231734,0.00002229704,0.0000228901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03017554,"threshold_uncertainty_score":0.5979697,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377205870","doi":"10.3389/frtra.2023.1196455","title":"Hilliard Seigler, M.D. and the origins of kidney transplantation and immunology at Duke","year":2023,"lang":"en","type":"article","venue":"Frontiers in Transplantation","topic":"Organ and Tissue Transplantation Research","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":"University of Toronto","funders":"","keywords":"Kidney transplantation; Transplantation; Immunology; Medicine; Tumor immunology; Internal medicine; Immune system; Immunotherapy","authors":[{"name":"Stuart J. Knechtle","is_ca":false},{"name":"Justin Barr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01049206891357865,"gpt":0.2634072319320815,"spread":0.2529151630185029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118113,0.0001267982,0.0003065514,0.0003551178,0.0000889705,0.00001013465,0.00005783901,0.0001099902,0.0000321166],"category_scores_gemma":[0.00002747353,0.00009701984,0.00004013868,0.0004202599,0.0003856953,0.00009373513,0.000005347355,0.0001708261,0.000009799114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005696508,"about_ca_system_score_gemma":0.00007140618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531953,"about_ca_topic_score_gemma":0.00006210882,"domain_scores_codex":[0.9988866,0.0001262679,0.000309988,0.0002264775,0.0002342926,0.0002163623],"domain_scores_gemma":[0.9995295,0.000150337,0.00005540096,0.0001171366,0.00003861558,0.0001089413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03684,0.0002068647,0.7483829,0.00979192,0.0007748226,0.001042297,0.06949115,0.0001137444,0.0968384,0.01369715,0.004723053,0.01809772],"study_design_scores_gemma":[0.03603422,0.0003314884,0.8862507,0.0005960505,0.0006641197,0.0007110831,0.001262816,0.002472529,0.06602135,0.00130789,0.004025636,0.0003221512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896814,0.000862663,0.0028919,0.004655784,0.0003229745,0.0006582361,0.000182666,0.00006118048,0.0006832053],"genre_scores_gemma":[0.9429217,0.0550965,0.0008126821,0.0002083494,0.00002494367,0.00003401315,0.000537451,0.00001905257,0.0003453431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378678,"threshold_uncertainty_score":0.3956354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413255304","doi":"10.3389/frtra.2025.1614849","title":"Long-term storage, cryopreservation, and culture of isolated human islets: a systematic review","year":2025,"lang":"en","type":"review","venue":"Frontiers in Transplantation","topic":"Pancreatic function and diabetes","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":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; Northwestern University","keywords":"Islet; Cryopreservation; Transplantation; Medicine; Intensive care medicine; Diabetes mellitus; Andrology; Bioinformatics; Computer science; Biology; Endocrinology; Internal medicine; Cell biology; Embryo","authors":[{"name":"Joshua Chansky","is_ca":false},{"name":"Jacqueline A. Burke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0170777001355926,"gpt":0.3099257804032886,"spread":0.2928480802676959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937927,0.00028998,0.002680627,0.0003993912,0.00003733983,0.0000116519,0.00009518396,0.000271092,0.0000227316],"category_scores_gemma":[0.0001430534,0.0002208452,0.0002156353,0.0005475929,0.00004511498,0.00009106785,0.000006226752,0.0002467315,0.000001875737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008562614,"about_ca_system_score_gemma":0.0001213566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007250315,"about_ca_topic_score_gemma":0.000001712723,"domain_scores_codex":[0.9980425,0.0002482752,0.001072925,0.0002865934,0.000212188,0.000137486],"domain_scores_gemma":[0.9990386,0.00008902977,0.0004322332,0.000281097,0.0001030349,0.00005597354],"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":[0.00001860748,0.00004479795,0.0004853299,0.9932886,0.0002897394,0.00002190832,0.0002394549,1.254529e-7,0.000002842999,0.00001163735,0.002385566,0.003211393],"study_design_scores_gemma":[0.0007275982,0.00008583006,0.0001740393,0.9852955,0.01198154,0.00003972787,0.00002026518,0.00001132058,0.000003385149,0.00002174185,0.001463593,0.0001754628],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004079833,0.9923117,0.003865111,0.00001823284,0.0002166597,0.003031191,0.00007986163,0.00003353688,0.0004028672],"genre_scores_gemma":[0.00002325629,0.9956102,0.0005154767,0.0001340293,0.00001998364,0.000259223,0.001894191,0.00001922171,0.001524451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0116918,"threshold_uncertainty_score":0.9005805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}