{"meta":{"query_hash":"6ff40067844e","filters":{"venue":"Advances in Kidney Disease and Health"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/6ff40067844e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+Kidney+Disease+and+Health"},"results":[{"id":"W4311993710","doi":"10.1053/j.akdh.2022.11.001","title":"Artificial Intelligence in Pediatric Nephrology—A Call for Action","year":2022,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Nephrology; Medicine; Medical prescription; Health care; Intensive care medicine; Dialysis; Internal medicine; Artificial intelligence; Nursing; Computer science","score_opus":0.1101470040230379,"score_gpt":0.43967716684601965,"score_spread":0.32953016282298175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311993710","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033592853,0.9962058,0.000091864255,0.00282867,0.00050546235,0.0000016835959,0.0000062960385,0.0000057555503,0.00032087145],"genre_scores_gemma":[0.0005695278,0.9953219,0.00038177695,0.0026200763,0.0009082464,0.0000057839884,0.000012962484,0.000001988335,0.00017762592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920064,0.00027574025,0.00013065331,0.00009810298,0.0002181722,0.00007659389],"domain_scores_gemma":[0.9957129,0.0030910305,0.0003023057,0.000076959666,0.00055940246,0.00025735016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034803238,0.00081876526,0.0025782357,0.0023598438,0.00045964468,0.0036155668,0.0014306961,0.0039885542,0.0037362168],"category_scores_gemma":[0.0041763103,0.00041255832,0.0012990012,0.0030437778,0.00198642,0.0061525046,0.0017970325,0.0070681646,0.0012235017],"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":[0.00011128666,0.000109252374,0.00038531763,0.024247767,0.00028235238,0.00020425285,0.00014992419,0.0005083853,0.00032612536,0.01775965,0.09171909,0.8641966],"study_design_scores_gemma":[0.000079398196,0.00013089151,0.0015334835,0.026936354,0.0003155239,0.0006464863,0.00034047832,0.0003558866,0.00011490356,0.020242194,0.94924325,0.00006109726],"about_ca_topic_score_codex":0.0027181972,"about_ca_topic_score_gemma":0.0059179324,"teacher_disagreement_score":0.0039885542,"about_ca_system_score_codex":0.0019263295,"about_ca_system_score_gemma":0.0044549606,"threshold_uncertainty_score":0.018405974},"labels":[],"label_agreement":null},{"id":"W4389617978","doi":"10.1053/j.akdh.2023.06.002","title":"Assessing the Risk of Progression to Kidney Failure in Patients With Autosomal Dominant Polycystic Kidney Disease","year":2023,"lang":"en","type":"article","venue":"Advances in Kidney Disease and Health","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":false,"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; St. Joseph’s Healthcare Hamilton; McMaster University; Population Health Research Institute","funders":"Kidney Foundation of Canada; Canadian Institutes of Health Research; Canadian Society of Nephrology","keywords":"Autosomal dominant polycystic kidney disease; Medicine; PKD1; Family history; Genetic testing; Renal function; Polycystic kidney disease; Disease; Kidney disease; Intensive care medicine; Risk assessment; Genetic counseling; Risk stratification; Internal medicine; Pediatrics; Biology; Genetics","score_opus":0.007148386978463617,"score_gpt":0.30878797033660393,"score_spread":0.30163958335814034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389617978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979899,0.00041000245,0.00022112059,0.000102878,0.00001387766,0.000010752826,0.00022433343,0.000012778945,0.001014374],"genre_scores_gemma":[0.9990934,0.00016113855,0.00022737251,0.000042390977,0.000016150201,0.000006161228,0.00022680205,0.0000028990364,0.00022362295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99926955,0.00027639302,0.00009037423,0.00012232695,0.00015410282,0.00008717361],"domain_scores_gemma":[0.99769586,0.0006122206,0.00082599116,0.00013344787,0.00022854823,0.000503848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150129,0.0005499678,0.0007361436,0.0010769423,0.0007668761,0.0011695514,0.0005317815,0.0010452056,0.00083159236],"category_scores_gemma":[0.0040187584,0.00029564972,0.0008375698,0.0010019495,0.00036388537,0.00075270014,0.0007536433,0.0015657315,0.00023939589],"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":[0.00014363654,0.000028098206,0.99871933,0.000004558604,0.000030165193,0.000090910995,0.0000196867,0.000053424046,0.0000897841,0.000010861095,0.00002866196,0.00078095397],"study_design_scores_gemma":[0.000008179202,0.00029523694,0.9973266,0.000007926579,0.00006551051,0.0010341341,0.00013819356,0.0007460122,0.00013236908,0.00010258378,0.00013301699,0.000010257022],"about_ca_topic_score_codex":0.0029144583,"about_ca_topic_score_gemma":0.0035421096,"teacher_disagreement_score":0.0029144583,"about_ca_system_score_codex":0.00034900897,"about_ca_system_score_gemma":0.00049767795,"threshold_uncertainty_score":0.006082535},"labels":[],"label_agreement":null},{"id":"W4389618011","doi":"10.1053/j.akdh.2023.06.005","title":"Dialysis and Transplant Considerations in Autosomal Dominant Polycystic Kidney Disease","year":2023,"lang":"en","type":"article","venue":"Advances in Kidney Disease and Health","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Autosomal dominant polycystic kidney disease; Dialysis; Renal replacement therapy; Intensive care medicine; Polycystic kidney disease; Kidney transplantation; Peritoneal dialysis; Transplantation; Nephrology; Kidney disease; Kidney; Disease; Nephrectomy; Internal medicine","score_opus":0.011840051198931412,"score_gpt":0.2940804347727122,"score_spread":0.2822403835737808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389618011","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42493132,0.22476225,0.012773202,0.24371006,0.006164303,0.00012334209,0.00026641053,0.00037206677,0.08689719],"genre_scores_gemma":[0.92022187,0.035271026,0.0049935943,0.021377368,0.013495742,0.00004373048,0.00015517083,0.000058640915,0.004382906],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994797,0.00013393915,0.00011317186,0.000052327214,0.0001166657,0.00010424011],"domain_scores_gemma":[0.99841523,0.00068701187,0.00014147314,0.000040105548,0.00011495501,0.00060119753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109715,0.0003194228,0.00071164966,0.00070927216,0.0016473046,0.0017502711,0.0006258085,0.0032255354,0.002805072],"category_scores_gemma":[0.0034742234,0.00015895389,0.000561801,0.00041716444,0.00095355493,0.0011491987,0.0010819548,0.0041507985,0.00033383336],"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":[0.0010811576,0.00074745686,0.21254452,0.00075833563,0.0002825012,0.4676398,0.0012609432,0.0032157637,0.0035641936,0.02153644,0.040127553,0.24724133],"study_design_scores_gemma":[0.00010956824,0.0005407187,0.08562643,0.0009448243,0.00019891966,0.8271822,0.0026146627,0.0026289632,0.001186715,0.021357484,0.057513244,0.00009632107],"about_ca_topic_score_codex":0.0010166275,"about_ca_topic_score_gemma":0.002115473,"teacher_disagreement_score":0.0032255354,"about_ca_system_score_codex":0.0009042938,"about_ca_system_score_gemma":0.001561663,"threshold_uncertainty_score":0.009383917},"labels":[],"label_agreement":null},{"id":"W4401090944","doi":"10.1053/j.akdh.2024.04.001","title":"Genetic Causes of Nephrotic Syndrome and Focal and Segmental Glomerulosclerosis","year":2024,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Toronto East General Hospital Foundation; Postgraduate Institute for Medicine; Alport Syndrome Foundation","keywords":"Focal segmental glomerulosclerosis; Nephrotic syndrome; Genetic architecture; Podocyte; Disease; Genetics; Glomerulosclerosis; Genetic heterogeneity; Nephrology; Bioinformatics; Genetic counseling; Biology; Kidney disease; Alport syndrome; Phenotype; Medicine; Gene; Glomerulonephritis; Pathology; Internal medicine; Kidney; Proteinuria","score_opus":0.03208094342957675,"score_gpt":0.365993349411021,"score_spread":0.3339124059814443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401090944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012563918,0.9986823,0.00010053157,0.00023385795,0.00014315409,0.0000022856507,0.000023775814,0.000006484467,0.0006819647],"genre_scores_gemma":[0.0006977842,0.9985629,0.00012984511,0.0001562911,0.00016811075,0.0000024709122,0.000037806938,7.8003e-7,0.00024395742],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998435,0.000027279819,0.000024468494,0.000025211186,0.00006259384,0.000016937713],"domain_scores_gemma":[0.9997923,0.0001063433,0.000036950034,0.0000050771832,0.00003951794,0.000019806694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036008045,0.000773162,0.0012515748,0.001596793,0.00013843625,0.0005698769,0.00062643026,0.00077149534,0.0029829014],"category_scores_gemma":[0.000646669,0.00016125108,0.00040730764,0.0014947577,0.00029696614,0.00054342847,0.0004994198,0.00097488967,0.0008745585],"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":[0.00011100035,0.000057428442,0.0007289644,0.013334227,0.00021683997,0.0007910291,0.00003573629,0.0003162754,0.0012325201,0.0032235887,0.0335633,0.94638914],"study_design_scores_gemma":[0.000083095874,0.00008281424,0.0036381632,0.009510899,0.0007596788,0.0052894563,0.00009282134,0.00015205397,0.00043347466,0.004634612,0.975288,0.00003502064],"about_ca_topic_score_codex":0.0014371825,"about_ca_topic_score_gemma":0.00225059,"teacher_disagreement_score":0.0029829014,"about_ca_system_score_codex":0.00037104712,"about_ca_system_score_gemma":0.0008846843,"threshold_uncertainty_score":0.009978831},"labels":[],"label_agreement":null},{"id":"W4401091179","doi":"10.1053/j.akdh.2024.02.001","title":"Non-Immunoglobulin Amyloidosis-Mediated Kidney Disease: Emerging Understanding of Underdiagnosed Entities","year":2024,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; University of Toronto; University Health Network","funders":"","keywords":"Amyloidosis; Medicine; Disease; Antibody; Pathology; Immunology","score_opus":0.03663091437987051,"score_gpt":0.3685849319604546,"score_spread":0.33195401758058407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401091179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039052975,0.999172,0.00008064714,0.00029398844,0.00017752536,0.0000015249548,0.000014100104,0.0000044289777,0.0002167925],"genre_scores_gemma":[0.00031597834,0.9987815,0.00015710024,0.00027440448,0.00030673578,0.0000026645876,0.000026337519,0.0000012231467,0.000134151],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944764,0.00011428862,0.000084937834,0.00009203548,0.00021654252,0.00004462322],"domain_scores_gemma":[0.9983467,0.00094939064,0.00018186834,0.000035104866,0.00038326305,0.000103783495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016111571,0.00086870545,0.002846543,0.0021754578,0.00022405697,0.001652775,0.0011882801,0.0012949612,0.0029605534],"category_scores_gemma":[0.0025134424,0.00024508353,0.00078680395,0.0023453773,0.0005923832,0.0017239641,0.00095175504,0.0027636557,0.0012883941],"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":[0.00013795546,0.00004913843,0.00042625735,0.015675174,0.00020486495,0.00022473764,0.000038093756,0.0002503713,0.00060529646,0.0029022961,0.041965887,0.93751997],"study_design_scores_gemma":[0.00006143107,0.00010490818,0.0019065829,0.011949938,0.00046498678,0.0024298502,0.00009795635,0.00019191693,0.00026328827,0.0043737967,0.97811866,0.000036736645],"about_ca_topic_score_codex":0.0011650249,"about_ca_topic_score_gemma":0.0024832769,"teacher_disagreement_score":0.0029605534,"about_ca_system_score_codex":0.0008162312,"about_ca_system_score_gemma":0.0018425348,"threshold_uncertainty_score":0.009904087},"labels":[],"label_agreement":null},{"id":"W4409360237","doi":"10.1053/j.akdh.2025.01.008","title":"Clinical Trials Targeting Recovery and Postdischarge Care in Dialysis for Acute Kidney Injury","year":2025,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Acute Kidney Injury Research","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":"Queen's University","funders":"Queen's University; AstraZeneca","keywords":"Acute kidney injury; Medicine; Dialysis; Intensive care medicine; Clinical trial; Internal medicine","score_opus":0.09782239849567308,"score_gpt":0.5519718143288558,"score_spread":0.4541494158331827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409360237","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015221194,0.9991448,0.000042611264,0.00015805107,0.00011469646,0.000053469954,0.000034168002,0.0000041174703,0.00029585697],"genre_scores_gemma":[0.0027587488,0.99621177,0.00028751986,0.00038283918,0.00007802318,0.00010002403,0.000055776716,0.0000021960223,0.00012315351],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99825364,0.00081513386,0.00038851792,0.00014900907,0.0003079885,0.000085706575],"domain_scores_gemma":[0.99194264,0.006491782,0.0008621323,0.00009271562,0.0004976791,0.000113043796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004515418,0.0008831178,0.0032428224,0.002382195,0.00029336417,0.0013373105,0.0014286069,0.0020078055,0.0066781775],"category_scores_gemma":[0.013927878,0.00034010835,0.004480972,0.0025988645,0.0003762962,0.001009345,0.00067715714,0.00180559,0.0005352155],"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":[0.0010490625,0.00012978609,0.00022142217,0.45872504,0.0036386116,0.00007618737,0.000081726284,0.00030064947,0.00035761483,0.0013739555,0.007987186,0.5260588],"study_design_scores_gemma":[0.0030513864,0.0017833777,0.005751167,0.65593797,0.0278397,0.0007403162,0.00025091632,0.00028970273,0.000740314,0.003055755,0.30048794,0.00007140034],"about_ca_topic_score_codex":0.0021506185,"about_ca_topic_score_gemma":0.0052068825,"teacher_disagreement_score":0.0066781775,"about_ca_system_score_codex":0.0010699721,"about_ca_system_score_gemma":0.0029324035,"threshold_uncertainty_score":0.023880124},"labels":[],"label_agreement":null},{"id":"W4409360315","doi":"10.1053/j.akdh.2025.01.010","title":"Implementation Science in Acute Kidney Injury Care: Challenges and Opportunities","year":2025,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Acute kidney injury; Medicine; Intensive care medicine; Medical emergency; Internal medicine","score_opus":0.17687585141316242,"score_gpt":0.550397487969006,"score_spread":0.3735216365558436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409360315","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035940764,0.99167633,0.000301383,0.0071715624,0.00044293224,0.000009461876,0.000010326301,0.000005690105,0.00034634344],"genre_scores_gemma":[0.0011778277,0.9941474,0.001063433,0.002881034,0.00059226906,0.00003087535,0.000015443675,0.0000033878373,0.00008820164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905219,0.005253815,0.0011402318,0.000579576,0.002047979,0.00045655342],"domain_scores_gemma":[0.91673666,0.070772804,0.002768686,0.0011442128,0.0070325136,0.0015450651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03408028,0.0011873207,0.0048371186,0.004297314,0.001036021,0.006946492,0.003057093,0.005515953,0.00553653],"category_scores_gemma":[0.047885068,0.0007918382,0.0020446156,0.006417349,0.0042533064,0.008414386,0.0035510967,0.009455988,0.00090925914],"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":[0.00007236063,0.00012603596,0.0005036004,0.088524215,0.0004662986,0.00007657149,0.00043525448,0.00072331034,0.00012916098,0.044662733,0.03234981,0.83193076],"study_design_scores_gemma":[0.00008694724,0.00015985548,0.0015557378,0.2522118,0.0007869946,0.00025588504,0.0010536587,0.0006796716,0.00013419191,0.05537559,0.68761724,0.00008241292],"about_ca_topic_score_codex":0.007982499,"about_ca_topic_score_gemma":0.017822284,"teacher_disagreement_score":0.03408028,"about_ca_system_score_codex":0.005764675,"about_ca_system_score_gemma":0.032833714,"threshold_uncertainty_score":0.18023592},"labels":[],"label_agreement":null},{"id":"W4413269905","doi":"10.1053/j.akdh.2025.03.003","title":"Inequities in Research and Publication: A Call for Equity, Diversity, and Inclusion","year":2025,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Mentorship; Inclusion (mineral); Realm; Equity (law); Ethnic group; Diversity (politics); Health equity; Public relations; Political science; Inequality; Sociology; Social science; Law; Health care","score_opus":0.3251285300547293,"score_gpt":0.5564726407621775,"score_spread":0.2313441107074482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413269905","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021837918,0.9183711,0.0007468236,0.07593752,0.0032014335,0.000013999751,0.000053976393,0.000020951977,0.0014358519],"genre_scores_gemma":[0.011632421,0.93302286,0.0019255297,0.041764233,0.010705725,0.00009081426,0.000097725024,0.00003191981,0.0007288614],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9683952,0.013728792,0.0036448864,0.0018109625,0.010716938,0.0017032687],"domain_scores_gemma":[0.82661843,0.14315104,0.008195295,0.0043608937,0.012924007,0.004750363],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.048952237,0.0010364302,0.004432572,0.008455832,0.0021935157,0.0095931515,0.0033020424,0.0075260126,0.007947433],"category_scores_gemma":[0.094109684,0.0006935235,0.0019755927,0.008923428,0.012358918,0.020579364,0.010398334,0.010805852,0.0009382725],"study_design_candidate":"theoretical_or_conceptual","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":[0.000106726904,0.00007123715,0.0014368044,0.027202556,0.000822849,0.00011269856,0.0011843428,0.0002975978,0.0001313497,0.16267315,0.10798544,0.69797516],"study_design_scores_gemma":[0.00007012547,0.000072904,0.0037228903,0.06743428,0.00052390154,0.00047085335,0.0017300496,0.00021867937,0.00011938168,0.13216965,0.79338396,0.00008338572],"about_ca_topic_score_codex":0.0067257695,"about_ca_topic_score_gemma":0.01464556,"teacher_disagreement_score":0.99669796,"about_ca_system_score_codex":0.008078054,"about_ca_system_score_gemma":0.02177714,"threshold_uncertainty_score":0.2588873},"labels":[],"label_agreement":null},{"id":"W4413270303","doi":"10.1053/j.akdh.2024.10.008","title":"Inequities in the Care and Outcomes of Indigenous People Living With Kidney Failure","year":2025,"lang":"en","type":"review","venue":"Advances in Kidney Disease and Health","topic":"Dialysis and Renal Disease Management","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":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; GlaxoSmithKline; Bayer","keywords":"Indigenous; Medicine; Kidney disease; Renal replacement therapy; Health care; Public health; Psychological intervention; Kidney transplantation; Population; Health equity; Dialysis; Intensive care medicine; Transplantation; Environmental health; Nursing; Political science; Surgery; Law; Internal medicine","score_opus":0.01515651186021941,"score_gpt":0.34462707631334544,"score_spread":0.329470564453126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413270303","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042468516,0.9980171,0.000046632864,0.00062150625,0.000088867695,0.0000063359603,0.00003738896,0.0000032749092,0.00075426535],"genre_scores_gemma":[0.0026588365,0.9969427,0.000089294124,0.00013609004,0.000051735642,0.000007359884,0.000024960407,6.1921344e-7,0.00008847478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99961865,0.000110359346,0.00006749664,0.00004271417,0.00012026818,0.00004051589],"domain_scores_gemma":[0.9994517,0.00032299108,0.00008508711,0.0000108379145,0.00010085254,0.000028573659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089949573,0.00040571552,0.0009346028,0.0018635445,0.00033875508,0.0008682056,0.00051823875,0.00066970265,0.0024284811],"category_scores_gemma":[0.002213259,0.00015097599,0.000929683,0.0020365259,0.0002969579,0.00077003264,0.00073815027,0.00084173115,0.00023877084],"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":[0.00005174459,0.00005220422,0.0012140676,0.09593615,0.00055697036,0.00011994228,0.00043303802,0.00024361257,0.0003475431,0.0034098225,0.0120440675,0.8855908],"study_design_scores_gemma":[0.00004311344,0.00022380007,0.024479661,0.1552576,0.0029576947,0.0018392393,0.001439577,0.00030140803,0.00039209047,0.0045438856,0.8084659,0.000056030807],"about_ca_topic_score_codex":0.009512686,"about_ca_topic_score_gemma":0.015714806,"teacher_disagreement_score":0.009512686,"about_ca_system_score_codex":0.0007638606,"about_ca_system_score_gemma":0.0034505758,"threshold_uncertainty_score":0.01891464},"labels":[],"label_agreement":null},{"id":"W4413270306","doi":"10.1053/j.akdh.2025.05.001","title":"Policy Approaches to Improve Equitable Access Globally to Kidney Care","year":2025,"lang":"en","type":"article","venue":"Advances in Kidney Disease and Health","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Agency for Healthcare Research and Quality","keywords":"Computer science; Business","score_opus":0.0685532998232838,"score_gpt":0.3499916780247251,"score_spread":0.2814383782014413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413270306","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012575285,0.0072581335,0.06487961,0.83657736,0.0025424026,0.0002663555,0.00061821344,0.00027339006,0.075009346],"genre_scores_gemma":[0.654725,0.014031722,0.08100989,0.20669545,0.010581482,0.0011378314,0.0009428016,0.00031418315,0.03056159],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9826386,0.010886814,0.0005693807,0.0009759227,0.0025916656,0.002337544],"domain_scores_gemma":[0.9606424,0.019408103,0.0038821744,0.0029477272,0.009207173,0.003912435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034099277,0.0011128591,0.0012828467,0.004429091,0.0013335312,0.011045944,0.002966104,0.009142516,0.022137828],"category_scores_gemma":[0.067491785,0.0005130762,0.0013502281,0.0043350384,0.0059790974,0.012664645,0.010116884,0.010070393,0.001738175],"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":[0.00007058333,0.00023722553,0.001876171,0.0003256387,0.00011030539,0.00005892881,0.00030599153,0.008953242,0.00019626478,0.93316203,0.028198829,0.026504638],"study_design_scores_gemma":[0.00012600562,0.000093058465,0.0034692339,0.00072324584,0.000054707813,0.00006517315,0.00088276796,0.007868659,0.0002938177,0.90524554,0.08113227,0.00004552437],"about_ca_topic_score_codex":0.01166351,"about_ca_topic_score_gemma":0.010978355,"teacher_disagreement_score":0.034099277,"about_ca_system_score_codex":0.01331016,"about_ca_system_score_gemma":0.03295574,"threshold_uncertainty_score":0.18033642},"labels":[],"label_agreement":null},{"id":"W4414169347","doi":"10.1053/j.akdh.2025.07.005","title":"Prognosis and Outcomes of Acute and Chronic Tubulointerstitial Nephritis","year":2025,"lang":"en","type":"article","venue":"Advances in Kidney Disease and Health","topic":"Nephrotoxicity and Medicinal Plants","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"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":"Kidney disease; Etiology; Disease; Acute kidney injury; Nephritis; Kidney","score_opus":0.011193188639152645,"score_gpt":0.3431656513860352,"score_spread":0.3319724627468826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414169347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956241,0.0019686825,0.000119298165,0.00016449101,0.000028401648,0.000008487097,0.00056496053,0.00000829827,0.0015133995],"genre_scores_gemma":[0.9989386,0.0003669246,0.00003285659,0.000016513344,0.00003984488,0.0000037202415,0.00042451662,0.0000013220373,0.00017565352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921,0.00020475879,0.000111804846,0.0001106113,0.00013373481,0.00022896256],"domain_scores_gemma":[0.99709094,0.00036257514,0.0014409005,0.00013208373,0.0003074453,0.0006660375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111567,0.00037239247,0.0005791147,0.0010124929,0.00058287056,0.00088223384,0.0005106632,0.00070374,0.0020219781],"category_scores_gemma":[0.003955599,0.00016691057,0.0009700273,0.0011880284,0.00050545606,0.0009912612,0.0009204662,0.00090051396,0.00029550825],"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":[0.0003433155,0.00003317243,0.9975206,0.000017425633,0.000058684054,0.0001118767,0.000043784854,0.000044256976,0.00005656247,0.00003094657,0.000085171065,0.0016542609],"study_design_scores_gemma":[0.000007183254,0.00012941744,0.99868447,0.000014477951,0.000063448395,0.00040588254,0.00021744355,0.00015329734,0.000028167304,0.0001362996,0.0001523336,0.0000075230623],"about_ca_topic_score_codex":0.003458631,"about_ca_topic_score_gemma":0.0033011057,"teacher_disagreement_score":0.003458631,"about_ca_system_score_codex":0.00053631264,"about_ca_system_score_gemma":0.0007174487,"threshold_uncertainty_score":0.006877005},"labels":[],"label_agreement":null},{"id":"W7155003098","doi":"10.1053/j.akdh.2025.11.004","title":"Nephrology Care in Man-Made and Natural Disasters: Addressing the Unique Challenges for the Provision of Home Dialysis in Disasters","year":2025,"lang":"en","type":"article","venue":"Advances in Kidney Disease and Health","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"Medtronic","keywords":"Natural disaster; Dialysis; Nephrology; Natural (archaeology); Pandemic; MEDLINE","score_opus":0.028651804561086028,"score_gpt":0.36210304314504793,"score_spread":0.3334512385839619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155003098","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10513214,0.063806124,0.007950448,0.79267603,0.005945333,0.000112597074,0.0003678796,0.00021504791,0.023794383],"genre_scores_gemma":[0.7506889,0.1364922,0.019064624,0.068893336,0.019679163,0.00023093796,0.00036750248,0.00011558306,0.0044676196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985208,0.0005490392,0.0001224669,0.00012370104,0.0002150296,0.00046898928],"domain_scores_gemma":[0.9929495,0.0013449513,0.0008666462,0.00018763571,0.0008027299,0.0038485057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027848962,0.00032610854,0.00073477626,0.0005263414,0.0028070507,0.0042459234,0.0015284409,0.002592027,0.00698768],"category_scores_gemma":[0.007334761,0.00017312105,0.0006635079,0.0005110345,0.0016686734,0.0034028084,0.006704784,0.0054036085,0.00055076124],"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":[0.00043301002,0.001542276,0.13831064,0.005032801,0.00059502124,0.009959421,0.014747459,0.0049056006,0.0030479894,0.035589896,0.25000197,0.53583395],"study_design_scores_gemma":[0.00023956371,0.0013309262,0.19947606,0.011297923,0.00034329714,0.01705687,0.11272442,0.00814218,0.001177508,0.12053812,0.52729845,0.00037454953],"about_ca_topic_score_codex":0.008473473,"about_ca_topic_score_gemma":0.030232491,"teacher_disagreement_score":0.008473473,"about_ca_system_score_codex":0.001976853,"about_ca_system_score_gemma":0.014073318,"threshold_uncertainty_score":0.023376167},"labels":[],"label_agreement":null}]}