{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"11ff81e82d1e","filters":{"venue":"Nefrología"}},"results":[{"id":"W2624998144","doi":"10.1016/j.nefro.2017.03.021","title":"Guía de práctica clínica sobre el diagnóstico y tratamiento de la hiponatremia","year":2017,"lang":"es","type":"article","venue":"Nefrología","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"Goce Spasovski","is_ca":false},{"name":"Raymond Vanholder","is_ca":false},{"name":"Bruno Allolio","is_ca":false},{"name":"Djillali Annane","is_ca":false},{"name":"Steve Ball","is_ca":false},{"name":"Daniel Bichet","is_ca":true},{"name":"Guy Decaux","is_ca":false},{"name":"Wiebke Fenske","is_ca":false},{"name":"Ewout J. Hoorn","is_ca":false},{"name":"Carole Ichaï","is_ca":false},{"name":"Michael Joannidis","is_ca":false},{"name":"Alain Soupart","is_ca":false},{"name":"Robert Zietse","is_ca":false},{"name":"Maria Haller","is_ca":false},{"name":"Sabine N van der Veer","is_ca":false},{"name":"Wim Van Biesen","is_ca":false},{"name":"Evi Nagler","is_ca":false},{"name":"Liliana González–Espinoza","is_ca":false},{"name":"Alberto Ortíz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01042762725432584,"gpt":0.3287221653401801,"spread":0.3182945380858542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008301967,0.0004359305,0.0006291278,0.0001362698,0.0007151273,0.0003254669,0.0008401377,0.0007801495,0.0003999508],"category_scores_gemma":[0.001340683,0.0004117988,0.000295682,0.00008932317,0.0007913202,0.00020925,0.0001867654,0.001164117,0.0004409842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335516,"about_ca_system_score_gemma":0.000908978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004864628,"about_ca_topic_score_gemma":0.0001026089,"domain_scores_codex":[0.9970173,0.0002768609,0.00040616,0.000614061,0.0004053955,0.001280196],"domain_scores_gemma":[0.9972988,0.0005628181,0.0002812122,0.001235718,0.0000938585,0.0005276309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003825397,0.002407233,0.4878825,0.0005940892,0.00127734,0.002177187,0.002443912,0.00002871553,0.1449265,0.05478907,0.1004926,0.1991554],"study_design_scores_gemma":[0.003348627,0.001096036,0.8470632,0.0001562038,0.0008907607,0.0001690832,0.0001347447,0.0008327022,0.001807165,0.009580432,0.1344938,0.0004271801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7644505,0.005037758,0.0001786054,0.01496343,0.0001982053,0.0004576044,0.00005425724,0.0001368088,0.2145228],"genre_scores_gemma":[0.9871832,0.005846757,0.0003551654,0.003435332,0.000950641,0.00003777454,0.0000456913,0.00008648657,0.002058945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3591807,"threshold_uncertainty_score":0.9998334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2925934255","doi":"10.1016/j.nefro.2019.03.001","title":"Carga, acceso y disparidades en enfermedad renal","year":2019,"lang":"es","type":"article","venue":"Nefrología","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","authors":[{"name":"Deidra C. Crews","is_ca":true},{"name":"Aminu K. Bello","is_ca":true},{"name":"Gamal Saadi","is_ca":false},{"name":"Philip Kam‐Tao Li","is_ca":false},{"name":"Guillermo García-García","is_ca":false},{"name":"Sharon Andreoli","is_ca":false},{"name":"Kamyar Kalantar‐Zadeh","is_ca":false},{"name":"Charles Kernahan","is_ca":false},{"name":"Latha Kumaraswami","is_ca":false},{"name":"Luisa Strani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009001055669613645,"gpt":0.2700703277344114,"spread":0.2610692720647977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004566926,0.000406795,0.0007652843,0.0002613711,0.00008659772,0.0001713148,0.000425744,0.0002976611,0.006600143],"category_scores_gemma":[0.0001075381,0.0003082916,0.0004188617,0.0003103604,0.0001680497,0.0001373637,0.0003741372,0.0004127916,0.007082198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119819,"about_ca_system_score_gemma":0.0001302238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001546407,"about_ca_topic_score_gemma":0.00001185706,"domain_scores_codex":[0.9972165,0.0002284382,0.0004960545,0.0007210062,0.0006310163,0.0007069991],"domain_scores_gemma":[0.9983372,0.0001644279,0.0001826936,0.0008590583,0.00007915949,0.0003774471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001647882,0.001990246,0.7529452,0.001919587,0.004010938,0.0006832275,0.001525978,0.0005543747,0.02479853,0.02755113,0.09233372,0.09003921],"study_design_scores_gemma":[0.002038326,0.0005274326,0.604619,0.0003249146,0.001328256,0.000005042446,0.0002265012,0.0008304184,0.0006502628,0.0001842083,0.3888992,0.0003663909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8937054,0.00296692,0.00005201819,0.004121635,0.00112588,0.0008052209,0.00005820316,0.00009682242,0.09706789],"genre_scores_gemma":[0.977426,0.0009441641,0.00007523231,0.002932964,0.001247334,0.00003471514,0.000152258,0.00005342671,0.01713393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2965655,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200151516","doi":"10.1016/j.nefro.2021.12.002","title":"Influence of mild pulmonary congestion on diaphragmatic mobility and activities of daily living in chronic kidney disease: An experimental and clinical study","year":2021,"lang":"en","type":"article","venue":"Nefrología","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Fundação de Amparo à Pesquisa e Inovação do Estado de Santa Catarina","keywords":"Medicine; Kidney disease; Internal medicine; Activities of daily living; Hemodialysis; Dialysis; Lung; Renal function; Physical therapy; Cardiology","authors":[{"name":"Davi de Souza Francisco","is_ca":false},{"name":"Catherine Corrêa Peruzzolo","is_ca":false},{"name":"Débora Petry Moecke","is_ca":true},{"name":"Wellington Pereira Yamaguti","is_ca":false},{"name":"Deborah Hizume Kunzler","is_ca":false},{"name":"Elaine Paulin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02530063899437195,"gpt":0.3521911049219439,"spread":0.326890465927572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004920792,0.0001624027,0.0004809563,0.0001186856,0.00004169926,0.000009087797,0.00008067142,0.00008775757,0.00007137595],"category_scores_gemma":[0.000769689,0.0001562014,0.00005039575,0.0001741899,0.0006253003,0.0002034003,0.0002013816,0.0003005178,6.986057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985406,"about_ca_system_score_gemma":0.0006728274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001332017,"about_ca_topic_score_gemma":0.00004732303,"domain_scores_codex":[0.9979224,0.0005179447,0.0004612207,0.0005225559,0.0003481232,0.0002277562],"domain_scores_gemma":[0.9984531,0.0005209036,0.0001108011,0.0004618727,0.00007886634,0.0003744475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001032016,0.004139822,0.9685038,0.0007065445,0.00005663557,0.000189367,0.0005339996,0.00008179074,0.02197098,0.00002425543,0.000004620809,0.002756178],"study_design_scores_gemma":[0.001608987,0.001229707,0.9908586,0.000431095,0.00007794794,0.00001121066,0.002108777,0.002052062,0.001466949,0.00004713838,0.000004147026,0.0001033795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960606,0.002915529,5.175411e-7,0.0001053595,0.00003246378,0.0007466103,0.0000539736,0.00001530577,0.00006971574],"genre_scores_gemma":[0.9995661,0.0001754397,0.0000214896,0.00006829527,0.00004589583,0.00005819024,0.0000213323,0.00001586956,0.00002743628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02235481,"threshold_uncertainty_score":0.6369707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790528823","doi":"10.1016/j.nefro.2017.11.009","title":"What we do and do not know about women and kidney diseases; questions unanswered and answers unquestioned: Reflection on World Kidney Day and International Woman's Day","year":2017,"lang":"en","type":"article","venue":"Nefrología","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Kidney disease; Medicine; Population; Child bearing; Dialysis; Disease; Pregnancy; Kidney; Internal medicine; Environmental health; Biology","authors":[{"name":"Giorgina Barbara Piccoli","is_ca":false},{"name":"Mona Alrukhaimi","is_ca":false},{"name":"Elena Zakharova","is_ca":false},{"name":"Adeera Levin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02035871892103291,"gpt":0.3243666566568359,"spread":0.304007937735803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004072212,0.0002373214,0.0003047368,0.000295757,0.000481176,0.0003634482,0.0001151194,0.0001575239,0.0001096661],"category_scores_gemma":[0.001711372,0.0002051095,0.00002805725,0.00007753104,0.0005492281,0.0007768012,0.0001029623,0.0003029997,0.000006076747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246572,"about_ca_system_score_gemma":0.0002081602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003947303,"about_ca_topic_score_gemma":0.00001942907,"domain_scores_codex":[0.9985715,0.0001069311,0.0002486135,0.0005322177,0.0002352664,0.00030549],"domain_scores_gemma":[0.9980029,0.0001341791,0.0001932845,0.0004576438,0.00008594029,0.00112608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002762559,0.0005854459,0.335943,0.000544219,0.0006923191,0.0001291431,0.009493317,0.00000366062,0.00687453,0.006793613,0.05001295,0.5861653],"study_design_scores_gemma":[0.005023936,0.0006085509,0.7640106,0.003044473,0.0001928096,0.0001271366,0.0002641282,0.0003168408,0.0002011969,0.003223596,0.2226486,0.0003381306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8566304,0.01204889,0.0002599216,0.1213353,0.003091471,0.001025993,0.0003211273,0.0002378403,0.005049009],"genre_scores_gemma":[0.9604653,0.02762372,0.0001613397,0.005585433,0.000347965,0.00009154903,0.00009527137,0.00002489338,0.00560457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5858272,"threshold_uncertainty_score":0.8364122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392655524","doi":"10.1016/j.nefro.2024.03.001","title":"Guía clínica de adecuación y prescripción de la diálisis peritoneal","year":2024,"lang":"es","type":"article","venue":"Nefrología","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Society of Nephrology","funders":"Sociedad Española de Nefrología; Fresenius Medical Care North America; Baxter International","keywords":"Humanities; Meaning (existential); Philosophy; Medicine; Epistemology","authors":[{"name":"Esther Ponz Clemente","is_ca":false},{"name":"Ana Rodríguez Carmona","is_ca":false},{"name":"Manel Vera Rivera","is_ca":false},{"name":"Miguel Pérez Fontán","is_ca":false},{"name":"Carlos Quereda Rodríguez-Navarro","is_ca":false},{"name":"Verónica de la Espada Piña","is_ca":false},{"name":"Mercedes Moreiras Plaza","is_ca":false},{"name":"Javier Pérez Contreras","is_ca":false},{"name":"Gloria del Peso Gilsanz","is_ca":false},{"name":"Mario Prieto Velasco","is_ca":false},{"name":"Pedro Quirós Ganga","is_ca":false},{"name":"César Remón Rodríguez","is_ca":false},{"name":"Emilio Sánchez Álvarez","is_ca":false},{"name":"Nicanor Vega Rodríguez","is_ca":false},{"name":"Nuria Aresté-Fosalba","is_ca":false},{"name":"Yolanda Aladro","is_ca":false},{"name":"María José Fernández‐Reyes","is_ca":false},{"name":"Isabel García Martínez","is_ca":false},{"name":"José Ignacio Mínguela Pesquera","is_ca":false},{"name":"Ana Usón Nuño","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007757252266290776,"gpt":0.3004007932795324,"spread":0.2926435410132416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001017949,0.0003835236,0.0005433401,0.0003047689,0.0001339332,0.0004834025,0.0003466129,0.0004136945,0.001846096],"category_scores_gemma":[0.0002500977,0.000312269,0.0005532267,0.0004090625,0.0003469696,0.0001116837,0.000266733,0.0006289046,0.0009402253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432632,"about_ca_system_score_gemma":0.0003995502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002694248,"about_ca_topic_score_gemma":0.000008153025,"domain_scores_codex":[0.9970617,0.0004835045,0.0004499703,0.0006943895,0.0004729112,0.0008375351],"domain_scores_gemma":[0.9984218,0.0003303646,0.00006459211,0.0006056782,0.00004689014,0.0005307031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001297629,0.002408631,0.06646229,0.005512478,0.005942406,0.009376696,0.004663103,0.0004151588,0.01732958,0.06671955,0.607259,0.2126135],"study_design_scores_gemma":[0.0008394026,0.0003837064,0.1225601,0.0007474259,0.002952901,0.000052757,0.0002392497,0.009108538,0.000485905,0.0009829502,0.8612983,0.0003488337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7818999,0.04753227,0.0006102772,0.01623616,0.001657262,0.0007384114,0.0001935568,0.0005496745,0.1505825],"genre_scores_gemma":[0.9839907,0.004403926,0.0004796283,0.002546585,0.002050556,0.00009301344,0.00006430093,0.0000826219,0.006288638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2540393,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}