{"meta":{"query_hash":"b58d4e486cd7","filters":{"venue":"Frontiers in Transplantation"},"cohort_total":19,"direct_labels_cover":0,"predictions_cover":19,"exported":19,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b58d4e486cd7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Transplantation"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04971132641495391,"score_gpt":0.3996899267927741,"score_spread":0.3499786003778202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353083563","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040164836,0.9875341,0.009146052,0.0001807568,0.00037944742,0.0017914139,0.00041368653,0.00008976143,0.00042458324],"genre_scores_gemma":[0.000034345816,0.976495,0.02052741,0.00015451148,0.000075248405,0.00019704118,0.0022147833,0.00009645939,0.00020514453],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974421,0.0004614504,0.00096027495,0.000455003,0.00043676846,0.00024436458],"domain_scores_gemma":[0.9988356,0.00031908674,0.00039137315,0.00029787418,0.00007821409,0.000077806784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062858773,0.0004430141,0.0022492146,0.0005963037,0.000062927465,0.000012031814,0.00013752298,0.00023730614,0.00011781565],"category_scores_gemma":[0.00003296135,0.00030752583,0.00033725615,0.000909448,0.00009429568,0.00009128283,0.0000033793895,0.0005083138,0.000015007696],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031839157,0.00005317991,0.00051406765,0.3238434,0.00030743584,0.00024815602,0.00083012576,0.0000016166,0.0000013724571,0.00007232859,0.00014305917,0.6736669],"study_design_scores_gemma":[0.0020488962,0.00071878574,0.001038735,0.94862235,0.007286868,0.0004591439,0.00020138436,0.000013972801,0.00007624046,0.00017214652,0.03874473,0.00061675993],"about_ca_topic_score_codex":0.00003530293,"about_ca_topic_score_gemma":0.00004474977,"teacher_disagreement_score":0.6730501,"about_ca_system_score_codex":0.00010315049,"about_ca_system_score_gemma":0.00025797443,"threshold_uncertainty_score":0.9999377},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney transplantation; Transplantation; Immunology; Medicine; Tumor immunology; Internal medicine; Immune system; Immunotherapy","score_opus":0.010492068913578649,"score_gpt":0.26340723193208154,"score_spread":0.2529151630185029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377205870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98968136,0.00086266303,0.0028919003,0.0046557845,0.00032297446,0.0006582361,0.000182666,0.00006118048,0.0006832053],"genre_scores_gemma":[0.9429217,0.055096496,0.0008126821,0.00020834937,0.000024943673,0.00003401315,0.000537451,0.000019052572,0.00034534308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988866,0.00012626791,0.000309988,0.00022647752,0.00023429263,0.00021636228],"domain_scores_gemma":[0.99952954,0.00015033701,0.000055400957,0.00011713664,0.000038615577,0.00010894134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031181134,0.00012679822,0.0003065514,0.00035511778,0.000088970504,0.000010134646,0.000057839014,0.000109990186,0.000032116597],"category_scores_gemma":[0.000027473527,0.00009701984,0.000040138682,0.00042025992,0.0003856953,0.00009373513,0.000005347355,0.0001708261,0.000009799114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036840003,0.00020686473,0.74838287,0.00979192,0.0007748226,0.0010422975,0.06949115,0.00011374437,0.0968384,0.013697152,0.004723053,0.018097725],"study_design_scores_gemma":[0.036034223,0.00033148844,0.8862507,0.0005960505,0.00066411967,0.0007110831,0.0012628157,0.002472529,0.06602135,0.0013078898,0.004025636,0.0003221512],"about_ca_topic_score_codex":0.00015319532,"about_ca_topic_score_gemma":0.00006210882,"teacher_disagreement_score":0.1378678,"about_ca_system_score_codex":0.00005696508,"about_ca_system_score_gemma":0.00007140618,"threshold_uncertainty_score":0.39563543},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.027585282477420238,"score_gpt":0.20153423779822668,"score_spread":0.17394895532080645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380264500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185498,0.00036237048,0.080082074,0.000015554731,0.00036858625,0.00015473174,0.00035281424,0.000010784063,0.000103312195],"genre_scores_gemma":[0.981855,0.0027604243,0.0142842615,0.000013590508,0.000030554766,0.0000068665395,0.001006485,0.00001699269,0.000025824484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99907565,0.000056509783,0.00034478787,0.00025271752,0.00012216631,0.00014815346],"domain_scores_gemma":[0.9996756,0.00002827971,0.000108038425,0.00011753157,0.000035054836,0.000035541543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014327529,0.00012342326,0.0001976197,0.00013390467,0.00002675799,0.0000073402643,0.00008763828,0.0001383016,0.000003063607],"category_scores_gemma":[0.000005207058,0.00012998309,0.000055810982,0.00015524338,0.0000771014,0.000010312215,0.000004409829,0.000062033556,4.01098e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036207103,0.00004738418,0.023505809,0.00022332983,0.000024785513,0.000004015283,0.0015348475,0.0041585136,0.9673033,0.000006766494,0.0000696626,0.002759567],"study_design_scores_gemma":[0.0011395245,0.00015627407,0.007975206,0.00013309234,0.000059210004,0.0000014076087,0.00036271618,0.0021873405,0.9876438,0.00015443611,0.000047248737,0.00013977554],"about_ca_topic_score_codex":0.00039353094,"about_ca_topic_score_gemma":0.00025369588,"teacher_disagreement_score":0.06579781,"about_ca_system_score_codex":0.000018649756,"about_ca_system_score_gemma":0.0000364143,"threshold_uncertainty_score":0.53005564},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.015301144205136846,"score_gpt":0.26063340831650633,"score_spread":0.2453322641113695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385700676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746889,0.00014950513,0.018729521,0.0019995258,0.0005733548,0.0014906889,0.0013964874,0.0002826842,0.0006893344],"genre_scores_gemma":[0.97700554,0.0017239369,0.007192159,0.00042897044,0.00008072924,0.00041285474,0.012508028,0.00007048772,0.0005773014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967684,0.00028039978,0.000893409,0.00074061146,0.000816743,0.00050043187],"domain_scores_gemma":[0.9989151,0.0003538445,0.00017425643,0.00027285088,0.00013793564,0.0001460629],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059853564,0.00042827032,0.0006617522,0.0013242225,0.000083790044,0.00006749011,0.00011143885,0.00028353537,0.00006515767],"category_scores_gemma":[0.000043888576,0.00036601385,0.0001229107,0.0013204656,0.00005481898,0.0007473882,0.0000041003123,0.000344229,0.000044967386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030290486,0.00021190455,0.9569378,0.0004782203,0.00015482472,0.0010924893,0.007936364,0.0005286315,0.00041445778,0.00011834068,0.000190863,0.001645658],"study_design_scores_gemma":[0.01361859,0.00021224508,0.9790097,0.00068329385,0.0003987904,0.000029121475,0.00064936467,0.0026080667,0.0017055013,0.0004444432,0.0002040664,0.00043685592],"about_ca_topic_score_codex":0.0010897387,"about_ca_topic_score_gemma":0.0035155031,"teacher_disagreement_score":0.0220719,"about_ca_system_score_codex":0.000401967,"about_ca_system_score_gemma":0.00016854411,"threshold_uncertainty_score":0.9998792},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Psychosocial; Transplantation; Medicine; Multidisciplinary approach; MEDLINE; Clinical psychology; Psychology; Psychiatry; Surgery","score_opus":0.0641487194024932,"score_gpt":0.43031206698134894,"score_spread":0.3661633475788557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386526890","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009818708,0.95012224,0.0035740458,0.0010068584,0.0015564659,0.016448705,0.026238373,0.000045397548,0.00002605039],"genre_scores_gemma":[0.00027124837,0.9843041,0.004630693,0.0002916484,0.000060067523,0.001475247,0.008817093,0.00006679607,0.00008315136],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99666804,0.00041264918,0.0015517435,0.00053791504,0.0005459352,0.00028369037],"domain_scores_gemma":[0.99776185,0.00028130526,0.0012765147,0.00024517401,0.00033772585,0.00009741807],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042340893,0.0005393677,0.0026639726,0.00036722585,0.00014443384,0.00003799328,0.00015465358,0.00036716225,0.0000045471897],"category_scores_gemma":[0.00004033644,0.00035404498,0.0008343937,0.0007417049,0.0001311565,0.00036822667,0.0000050812273,0.0004575092,2.9704256e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085946993,0.00063964317,0.030141737,0.78841305,0.0022350354,0.00006668575,0.030727655,0.0000020506045,0.0000012360715,0.00015066519,0.00049360405,0.14626919],"study_design_scores_gemma":[0.0067199436,0.0013431712,0.27314317,0.705061,0.0096683195,0.00010459934,0.0016195154,0.00000853932,0.0000055809405,0.00007454695,0.0018106676,0.00044093293],"about_ca_topic_score_codex":0.000056652436,"about_ca_topic_score_gemma":0.00021245179,"teacher_disagreement_score":0.24300145,"about_ca_system_score_codex":0.00027438792,"about_ca_system_score_gemma":0.0005856788,"threshold_uncertainty_score":0.99989116},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.019432809782374782,"score_gpt":0.2579111077399323,"score_spread":0.23847829795755754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387968328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701371,0.00035206805,0.02635893,0.00061634195,0.0011123857,0.0009099084,0.00005029551,0.00013969146,0.0003232581],"genre_scores_gemma":[0.9928554,0.0007152939,0.0050940835,0.00014763231,0.00008873181,0.00021425002,0.00064962904,0.000041126736,0.0001937951],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984515,0.00013970009,0.00035642652,0.00037059764,0.00028775007,0.00039405804],"domain_scores_gemma":[0.9994723,0.00013489647,0.00006916116,0.00018924898,0.000046052,0.00008832748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043088914,0.00019659924,0.0004650361,0.00060639164,0.00005264435,0.000018555034,0.00007212376,0.00019502046,0.000015699145],"category_scores_gemma":[0.00007662839,0.00020154922,0.00014470096,0.0007383981,0.00003564348,0.00010229153,0.0000043209366,0.00017692155,0.00002180929],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008918988,0.0002650306,0.35218582,0.0010588857,0.00034937952,0.00072298973,0.0030325875,0.00033822152,0.62405825,0.00033604575,0.0010217465,0.0077120624],"study_design_scores_gemma":[0.049000606,0.0025153733,0.6505934,0.00081507815,0.0014698684,0.00021768689,0.0024459765,0.023867691,0.26436138,0.0023349326,0.0010426163,0.0013354183],"about_ca_topic_score_codex":0.00025285958,"about_ca_topic_score_gemma":0.00008293325,"teacher_disagreement_score":0.35969687,"about_ca_system_score_codex":0.000121604666,"about_ca_system_score_gemma":0.0000793158,"threshold_uncertainty_score":0.8218939},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.04397485802108364,"score_gpt":0.3710418696206889,"score_spread":0.3270670115996053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388832280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891786,0.00007206058,0.00830417,0.00047855068,0.00046798587,0.0009708803,0.00027305054,0.00011169602,0.00014300596],"genre_scores_gemma":[0.99337226,0.0029788774,0.0020178498,0.00027384126,0.000024326935,0.000055939825,0.0012317343,0.00002229704,0.000022890095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981992,0.0001087374,0.00060233095,0.00028789762,0.00047038714,0.00033144662],"domain_scores_gemma":[0.9988748,0.00056808075,0.000095625925,0.00017696431,0.00020665544,0.00007788707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025183486,0.00015930773,0.0004970038,0.0004951589,0.00004884738,0.000005416398,0.00009878226,0.00011200828,0.00000440439],"category_scores_gemma":[0.0008898577,0.00014663734,0.00012598111,0.00085427274,0.00014003145,0.00009471416,0.000012736741,0.00027566942,0.000013927741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002427014,0.00030490337,0.8942133,0.0051172646,0.00020679057,0.0001185749,0.002443591,0.00020737814,0.09105797,0.000024234483,0.00089773355,0.002981244],"study_design_scores_gemma":[0.006780198,0.0004218631,0.8657868,0.00092891336,0.00015655227,9.002535e-7,0.00011098056,0.0038022986,0.12123351,0.0001967873,0.00041026273,0.00017096431],"about_ca_topic_score_codex":0.00012833039,"about_ca_topic_score_gemma":0.0000062998706,"teacher_disagreement_score":0.030175539,"about_ca_system_score_codex":0.000083715604,"about_ca_system_score_gemma":0.00015628774,"threshold_uncertainty_score":0.5979697},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05700279835771662,"score_gpt":0.368875050580638,"score_spread":0.3118722522229214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390007868","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6816371,0.16326542,0.14584507,0.0028622665,0.0019109102,0.0034291004,0.0002364981,0.00028197884,0.0005316559],"genre_scores_gemma":[0.115968876,0.78118765,0.09992993,0.00064147095,0.00003413587,0.00010994652,0.0019874652,0.00003490261,0.00010559643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817276,0.00029452657,0.0007337163,0.0002753463,0.00030201062,0.00022161956],"domain_scores_gemma":[0.9993949,0.00018332571,0.00011131929,0.00017924831,0.00008510742,0.000046086603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011613908,0.00017810793,0.0006815696,0.00056289736,0.00003369722,0.000003791024,0.00008992704,0.00009280077,0.00001428892],"category_scores_gemma":[0.000050350023,0.00015541216,0.0001343426,0.00097566354,0.00006438134,0.00019338998,0.0000052350524,0.00019302391,0.0000036740655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028286467,0.00028455473,0.7957004,0.12522383,0.00035128708,0.00050169,0.012425237,0.0006140315,0.037954155,0.00022121107,0.00087042217,0.023024559],"study_design_scores_gemma":[0.0102961315,0.00022489078,0.9119618,0.05411995,0.000997404,0.00010057765,0.0005259046,0.007384349,0.012618179,0.0007798955,0.0006005869,0.00039034378],"about_ca_topic_score_codex":0.000114966286,"about_ca_topic_score_gemma":0.00007705169,"teacher_disagreement_score":0.61792225,"about_ca_system_score_codex":0.00006383788,"about_ca_system_score_gemma":0.000042124026,"threshold_uncertainty_score":0.63375235},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011138800497545977,"score_gpt":0.2752662516806451,"score_spread":0.26412745118309916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391784430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96068764,0.0036400158,0.033671346,0.0004626009,0.00047080478,0.0005773414,0.00003484451,0.00008970868,0.00036570686],"genre_scores_gemma":[0.98339456,0.010546718,0.005448785,0.000058308502,0.000041961506,0.000036491263,0.0003563618,0.000022865152,0.00009391749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987332,0.00009515293,0.00033835604,0.00033949903,0.0002691027,0.00022464978],"domain_scores_gemma":[0.9997515,0.000045300538,0.000018822891,0.000093335635,0.000025162884,0.00006586495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003040424,0.00014662532,0.00025506958,0.00061633677,0.000039378123,0.000049791997,0.000045319106,0.0001325064,0.000029168797],"category_scores_gemma":[0.000003520465,0.00014907679,0.00005066006,0.00056556263,0.00006672829,0.00031501765,0.0000019971976,0.000355032,0.0000106060415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007072773,0.00038201534,0.6663986,0.0089600235,0.00030780956,0.0030619833,0.022645751,0.00075228297,0.24323222,0.0011121318,0.00015970142,0.045914717],"study_design_scores_gemma":[0.005654209,0.0001264239,0.95355326,0.0014111797,0.00018975628,0.0004828,0.00029529302,0.012211994,0.02520251,0.00042449817,0.00019369427,0.00025438404],"about_ca_topic_score_codex":0.0002229924,"about_ca_topic_score_gemma":0.00013187875,"teacher_disagreement_score":0.28715467,"about_ca_system_score_codex":0.00009532431,"about_ca_system_score_gemma":0.00006388424,"threshold_uncertainty_score":0.6079175},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.008565113645135637,"score_gpt":0.25866834512160497,"score_spread":0.25010323147646935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394579175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93817127,0.0015950528,0.05040707,0.0016741201,0.0020424442,0.0015782824,0.0013340376,0.00023687261,0.0029608507],"genre_scores_gemma":[0.98639435,0.008094641,0.002867578,0.00021940749,0.000058436646,0.00008725273,0.0019036521,0.000051532887,0.00032315374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774516,0.00012540094,0.00061381847,0.0006122662,0.00040711692,0.00049621525],"domain_scores_gemma":[0.9993821,0.00011247369,0.000048809885,0.00019984727,0.000025298274,0.00023147638],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030624127,0.00037676285,0.0006232832,0.0008138393,0.000051186642,0.000057530233,0.000090954505,0.00022336225,0.00003990123],"category_scores_gemma":[0.000007617679,0.00031743228,0.00019532809,0.0006072518,0.000073126306,0.00038237387,0.0000021283522,0.00043262425,0.000030020283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014855384,0.00093024544,0.85512686,0.011542914,0.00092015794,0.034093678,0.015960233,0.00028686944,0.053938013,0.0009477295,0.00065906195,0.010738833],"study_design_scores_gemma":[0.030952448,0.00072636956,0.7946949,0.021712458,0.002362844,0.0034462812,0.00039040067,0.032577142,0.10814241,0.001188224,0.0022899515,0.001516584],"about_ca_topic_score_codex":0.0007122169,"about_ca_topic_score_gemma":0.00046488148,"teacher_disagreement_score":0.060432,"about_ca_system_score_codex":0.00023731166,"about_ca_system_score_gemma":0.0002182772,"threshold_uncertainty_score":0.99992776},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007771714237897452,"score_gpt":0.2617404505419004,"score_spread":0.25396873630400296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399818603","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28740966,0.0025522562,0.70257854,0.0047394135,0.00092771964,0.0009011475,0.000120440716,0.00040378803,0.0003670387],"genre_scores_gemma":[0.9549903,0.028820261,0.014811398,0.00086136244,0.00008194989,0.00004544901,0.0002834008,0.00004874053,0.000057120164],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983764,0.000077947996,0.00048258013,0.00044261763,0.00027425252,0.0003461566],"domain_scores_gemma":[0.9996979,0.00003556016,0.00003744375,0.00013204732,0.000026801066,0.000070231756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023795475,0.00025924545,0.00034551378,0.0006984605,0.00006141029,0.0001199698,0.000082822415,0.00023287689,0.00006827229],"category_scores_gemma":[9.88848e-7,0.00024608188,0.000077002005,0.00048085235,0.000082605045,0.00035450773,0.0000026420291,0.00043480407,0.0000072105813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018648662,0.0012454521,0.17708734,0.05685253,0.0011537808,0.042938974,0.10313293,0.0014302202,0.30113873,0.12940155,0.005050092,0.16191974],"study_design_scores_gemma":[0.014664315,0.0019072256,0.5694851,0.004875708,0.0019555972,0.004291983,0.008248135,0.010284737,0.2534677,0.1259869,0.0023147839,0.0025177517],"about_ca_topic_score_codex":0.00004431007,"about_ca_topic_score_gemma":0.000043489435,"teacher_disagreement_score":0.68776715,"about_ca_system_score_codex":0.000084043466,"about_ca_system_score_gemma":0.00010091144,"threshold_uncertainty_score":0.99999917},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.029294474452695347,"score_gpt":0.3312065049316318,"score_spread":0.30191203047893644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402019247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740286,0.0010520617,0.005618224,0.009312837,0.0050739353,0.0006547981,0.000028672705,0.000054120363,0.004176789],"genre_scores_gemma":[0.99724585,0.0012459389,0.0004917053,0.00020576206,0.000121338875,0.000028752675,0.000018428565,0.000011530901,0.00063072063],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922985,0.000009163021,0.00029725887,0.00015902193,0.00017221509,0.00013252068],"domain_scores_gemma":[0.9998055,0.000023399003,0.000024293111,0.000055596618,0.00005613016,0.000035057194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016330605,0.00007584945,0.00012347763,0.00016311777,0.00003204474,0.000016173084,0.00005994972,0.000084231586,0.000025881114],"category_scores_gemma":[0.0000057280145,0.00005463817,0.00006679054,0.00041876629,0.00005359564,0.0001322141,0.0000013371047,0.00021291799,0.0000057880634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007543771,0.00018003733,0.85441935,0.0082251085,0.000088904504,0.000034704753,0.04795547,0.00010479654,0.029499093,0.0040107095,0.02435405,0.030373374],"study_design_scores_gemma":[0.0004056358,0.0005088656,0.19312604,0.0101846475,0.0010019775,0.00043518358,0.008475739,0.021912608,0.7388668,0.013966841,0.010601706,0.000513933],"about_ca_topic_score_codex":0.00011804553,"about_ca_topic_score_gemma":0.000027792023,"teacher_disagreement_score":0.70936775,"about_ca_system_score_codex":0.00006777525,"about_ca_system_score_gemma":0.00012166695,"threshold_uncertainty_score":0.22280799},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.015851401372833914,"score_gpt":0.24112200672906806,"score_spread":0.22527060535623414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402935111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97078997,0.0018547975,0.025833193,0.0002667959,0.000244256,0.00068243215,0.0001976331,0.000053809887,0.000077108576],"genre_scores_gemma":[0.97069144,0.02539241,0.0024176622,0.00002456395,0.000037298512,0.000016580136,0.0013795855,0.000029323059,0.000011159577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985684,0.00014911625,0.00045714277,0.00040988132,0.0002095112,0.00020592911],"domain_scores_gemma":[0.9994557,0.00011831626,0.000053924083,0.000091060865,0.00013108888,0.00014990655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006183147,0.00018084825,0.00026587702,0.0015714603,0.000060122708,0.000052351363,0.000046061006,0.00016828613,0.000024356985],"category_scores_gemma":[0.00006858882,0.00019126003,0.000014158902,0.0029261634,0.00007045421,0.00034343413,0.0000036799213,0.00019629108,6.613762e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011520006,0.000046283898,0.9846618,0.0016037442,0.00001523587,0.00004576195,0.0058177924,0.000008839624,0.000056540895,0.00031374054,0.000012501253,0.0073025506],"study_design_scores_gemma":[0.0014289056,0.00007013188,0.9937207,0.00012357545,0.00020878864,0.00009340043,0.00013227852,0.0035649047,0.00033515593,0.0001359677,0.000017968792,0.00016822372],"about_ca_topic_score_codex":0.005688967,"about_ca_topic_score_gemma":0.07484139,"teacher_disagreement_score":0.06915242,"about_ca_system_score_codex":0.00008414256,"about_ca_system_score_gemma":0.00031636824,"threshold_uncertainty_score":0.9420403},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.019940248295973503,"score_gpt":0.2852255498317634,"score_spread":0.2652853015357899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403981796","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024262173,0.9652023,0.0073896805,0.00021401273,0.00021285747,0.001378795,0.0005787301,0.000061903294,0.0006995831],"genre_scores_gemma":[0.00237599,0.98871267,0.0060275216,0.00028847877,0.00003587388,0.000103348684,0.0018382203,0.0000439188,0.00057399255],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824387,0.000059540045,0.0006824524,0.0004016969,0.00022780287,0.00038466117],"domain_scores_gemma":[0.99933636,0.00015247198,0.00014847146,0.00014259724,0.00009837718,0.000121701654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022230759,0.00034665928,0.0010993754,0.0011277122,0.000052967796,0.00006432917,0.00005192629,0.00022298623,0.0000074270615],"category_scores_gemma":[0.000021478716,0.00029309513,0.00010058354,0.0007574731,0.000076972516,0.00022104729,0.000007785391,0.00033865575,0.0000027833244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067044795,0.0004833199,0.02160378,0.79618573,0.0012180828,0.00058917113,0.023604024,0.00007206216,0.00044123153,0.0026029332,0.014578182,0.13795103],"study_design_scores_gemma":[0.010869458,0.0009350036,0.007837149,0.044671074,0.02758282,0.00033244057,0.026675811,0.0004102797,0.00048331489,0.0014431609,0.8764204,0.002339082],"about_ca_topic_score_codex":0.00031431214,"about_ca_topic_score_gemma":0.000024523602,"teacher_disagreement_score":0.8618422,"about_ca_system_score_codex":0.00012575694,"about_ca_system_score_gemma":0.0004233303,"threshold_uncertainty_score":0.99995214},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demise; Transplantation; Status quo; Islet; Cadaveric spasm; Medicine; Political science; Surgery; Law; Internal medicine","score_opus":0.0125351371707104,"score_gpt":0.26657189315404145,"score_spread":0.25403675598333103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406990721","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018888155,0.9754927,0.0015600135,0.00008824137,0.0006146656,0.0018007589,0.00033023744,0.0000156252,0.0012096156],"genre_scores_gemma":[0.008343127,0.98929304,0.00090668054,0.0001926816,0.00007338153,0.00045241832,0.00043136365,0.000022325357,0.00028496524],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99825585,0.00031192362,0.0005891386,0.0003269048,0.00029695968,0.00021923058],"domain_scores_gemma":[0.9992933,0.00025594071,0.00013814123,0.00025086122,0.000024940942,0.000036786012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040527855,0.00027897593,0.00084583013,0.00033035956,0.000025683446,0.000022169956,0.00012733531,0.00027717574,0.00003621517],"category_scores_gemma":[0.00002394304,0.00017882632,0.00018407193,0.0005220151,0.00013150135,0.0001027866,0.000004845336,0.00040545815,0.0000046145856],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069171456,0.0006140736,0.10672443,0.1775363,0.0009991457,0.0008278471,0.031128282,0.000025822506,0.00001897919,0.0001842236,0.0058553144,0.6691685],"study_design_scores_gemma":[0.014697827,0.00067212153,0.51836294,0.09464438,0.025854828,0.00065173954,0.0028860003,0.00027141522,0.00007375521,0.00050722534,0.33952162,0.001856164],"about_ca_topic_score_codex":0.00021966739,"about_ca_topic_score_gemma":0.00020389332,"teacher_disagreement_score":0.66731226,"about_ca_system_score_codex":0.000075314216,"about_ca_system_score_gemma":0.00016577981,"threshold_uncertainty_score":0.72923255},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009132498035172087,"score_gpt":0.2660254966849037,"score_spread":0.25689299864973164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408648064","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00388708,0.980566,0.010269824,0.00017813,0.0018573597,0.0015241604,0.0006167657,0.00011011736,0.0009905553],"genre_scores_gemma":[0.00021849894,0.98242337,0.0127772475,0.0003278355,0.00017314224,0.00016692703,0.00357437,0.000045398934,0.00029320893],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983287,0.00008046942,0.0005504745,0.00050765066,0.00021883077,0.00031388534],"domain_scores_gemma":[0.9992878,0.00018805281,0.00007462492,0.00023361355,0.0000466787,0.0001692585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014668186,0.0004055696,0.0013447413,0.00087409804,0.000044375964,0.000039936247,0.00010539832,0.0003077767,0.000033318214],"category_scores_gemma":[0.000049141545,0.00038314416,0.00013619504,0.0007277729,0.000017286171,0.000114560564,0.000007963722,0.00029348087,0.000025110121],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005935135,0.00010778408,0.0019095247,0.072265394,0.00066422863,0.00012320433,0.0035483092,0.0001100019,0.00051008374,0.000045986457,0.012160695,0.90796125],"study_design_scores_gemma":[0.0050200974,0.00085666066,0.0058426694,0.13798094,0.012726532,0.000050850987,0.0005998124,0.00044940045,0.0009464872,0.00021453522,0.8332305,0.0020814966],"about_ca_topic_score_codex":0.00006642076,"about_ca_topic_score_gemma":0.0000123043155,"teacher_disagreement_score":0.9058798,"about_ca_system_score_codex":0.00010782755,"about_ca_system_score_gemma":0.000130625,"threshold_uncertainty_score":0.9998621},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0170777001355926,"score_gpt":0.30992578040328855,"score_spread":0.29284808026769593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413255304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040798328,0.9923117,0.0038651112,0.00001823284,0.00021665965,0.0030311907,0.00007986163,0.000033536882,0.0004028672],"genre_scores_gemma":[0.000023256294,0.9956102,0.0005154767,0.00013402932,0.000019983643,0.00025922296,0.001894191,0.000019221712,0.0015244511],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9980425,0.00024827523,0.0010729254,0.00028659342,0.00021218801,0.00013748604],"domain_scores_gemma":[0.99903864,0.000089029774,0.0004322332,0.00028109696,0.00010303491,0.000055973538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002937927,0.00028998,0.002680627,0.00039939123,0.000037339825,0.0000116518995,0.00009518396,0.00027109197,0.000022731603],"category_scores_gemma":[0.00014305342,0.00022084519,0.0002156353,0.00054759294,0.000045114983,0.00009106785,0.000006226752,0.00024673154,0.0000018757374],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018607483,0.000044797955,0.00048532992,0.9932886,0.00028973943,0.000021908321,0.00023945485,1.254529e-7,0.0000028429988,0.00001163735,0.0023855665,0.0032113933],"study_design_scores_gemma":[0.0007275982,0.00008583006,0.00017403928,0.9852955,0.011981536,0.000039727867,0.00002026518,0.000011320576,0.0000033851486,0.000021741846,0.0014635931,0.00017546282],"about_ca_topic_score_codex":0.000007250315,"about_ca_topic_score_gemma":0.0000017127232,"teacher_disagreement_score":0.011691797,"about_ca_system_score_codex":0.00008562614,"about_ca_system_score_gemma":0.00012135661,"threshold_uncertainty_score":0.9005805},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.009649386320112934,"score_gpt":0.2709084886647913,"score_spread":0.26125910234467836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414713448","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4731057,0.000056236753,0.516555,0.005187651,0.00029855175,0.0027496032,0.0004268524,0.00015690681,0.0014635068],"genre_scores_gemma":[0.93884754,0.0025254507,0.04221881,0.00656336,0.00005913637,0.00037401824,0.00849011,0.000049043167,0.0008725437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986981,0.00007849903,0.00046689203,0.00026864494,0.00018027524,0.00030756506],"domain_scores_gemma":[0.99952674,0.0001564816,0.00005189637,0.00015673637,0.000063288295,0.000044850265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042252513,0.00017507219,0.00026125068,0.00081027625,0.00008504277,0.000030038984,0.00014592432,0.00011343838,0.00001870298],"category_scores_gemma":[0.000024920031,0.00013935755,0.00006961997,0.0009037423,0.0000292367,0.000120326666,0.0000023154248,0.00018056309,0.000007832061],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01628183,0.0010390533,0.8633552,0.013928512,0.00019595273,0.00040568764,0.07270391,0.0021986617,0.0048973174,0.0011168151,0.012066353,0.011810677],"study_design_scores_gemma":[0.033206798,0.0009336842,0.85176706,0.004442149,0.001004349,0.00016759064,0.009129132,0.028987568,0.050859433,0.0018199096,0.016627954,0.0010543469],"about_ca_topic_score_codex":0.0003057443,"about_ca_topic_score_gemma":0.0002912944,"teacher_disagreement_score":0.47433618,"about_ca_system_score_codex":0.00019228524,"about_ca_system_score_gemma":0.000045734778,"threshold_uncertainty_score":0.5682836},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0070085556504382845,"score_gpt":0.2694721173171164,"score_spread":0.2624635616666781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414713487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78565216,0.0004840488,0.20973347,0.0007657807,0.002196944,0.00056193833,0.000023204448,0.000060945018,0.0005215121],"genre_scores_gemma":[0.9906378,0.0011837545,0.0066355355,0.00072885567,0.00006577864,0.000045165212,0.00029477966,0.000017640212,0.0003907382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998521,0.0000853731,0.00042486232,0.00041735888,0.00026384144,0.000287569],"domain_scores_gemma":[0.9994228,0.00013994394,0.000054121763,0.00016763016,0.000036403482,0.00017911324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029743405,0.00020982606,0.00040419342,0.00071649416,0.00010530586,0.000031109113,0.000071282164,0.00017309531,0.000023037443],"category_scores_gemma":[0.000079990845,0.00020690974,0.000109060675,0.00066131266,0.000027200973,0.00026935665,0.000005549533,0.0001901492,0.000011374664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021691865,0.00005820477,0.97898066,0.0005250608,0.00008155929,0.00026199612,0.0011138049,0.000021101763,0.0007948624,0.00014507119,0.0014369508,0.014411534],"study_design_scores_gemma":[0.0050443746,0.000097213226,0.98816663,0.0015543064,0.0005060142,0.0000754218,0.00005663279,0.00015715467,0.0035238697,0.000535218,0.000102210564,0.00018097254],"about_ca_topic_score_codex":0.00008228114,"about_ca_topic_score_gemma":0.00006835465,"teacher_disagreement_score":0.2049856,"about_ca_system_score_codex":0.00018448874,"about_ca_system_score_gemma":0.00016576512,"threshold_uncertainty_score":0.8437534},"labels":[],"label_agreement":null}]}