{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"9db1c371ac73","filters":{"venue":"Enfermería Nefrológica"}},"results":[{"id":"W2212328233","doi":"10.4321/s2254-28842015000300010","title":"Prevalencia y evaluación de síntomas en enfermedad renal crónica avanzada","year":2015,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Humanities; Philosophy","authors":[{"name":"Daniel Gutiérrez Sánchez","is_ca":false},{"name":"Juan P. Leiva-Santos","is_ca":false},{"name":"Rosa M. Sánchez-Hernández","is_ca":false},{"name":"Rafael Gómez García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03484660932383931,"gpt":0.3384252891209464,"spread":0.3035786797971071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007033772,0.0005259367,0.004196501,0.005200144,0.0002575777,0.001702493,0.0007546612,0.0008242382,0.001559953],"category_scores_gemma":[0.02408803,0.0004289723,0.002886246,0.00768576,0.0006190402,0.001210349,0.0004483733,0.0006476636,0.0001236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295096,"about_ca_system_score_gemma":0.003170614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006745734,"about_ca_topic_score_gemma":0.01201757,"domain_scores_codex":[0.9952264,0.001705558,0.001504487,0.0003748329,0.001091266,0.00009746318],"domain_scores_gemma":[0.9765856,0.01682875,0.004478687,0.000192904,0.001790221,0.0001237466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0005634283,0.00006735943,0.02205746,0.6310671,0.006423873,0.0003126664,0.000670236,0.000215983,0.0003632177,0.0005262428,0.00259281,0.3351396],"study_design_scores_gemma":[0.0003354411,0.000880193,0.133028,0.7564175,0.04376476,0.004170008,0.001779764,0.000334267,0.0006481616,0.0008922662,0.05766044,0.00008935652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001958653,0.9975142,0.00005884036,0.0001212181,0.00003642234,0.0000250362,0.00008651589,0.000002397135,0.0001965605],"genre_scores_gemma":[0.02288397,0.9761742,0.000440228,0.0001757901,0.00006870108,0.00007091103,0.0001298116,0.000001853619,0.00005444861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007033772,"threshold_uncertainty_score":0.03719854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988578870","doi":"10.4321/s2254-28842012000100003","title":"Una estrategia poco utilizada en el cuidado de pacientes con enfermedad renal crónica: la educación en grupo y multidisciplinar de pacientes y sus familiares","year":2012,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"Ana Isabel Aguilera Flórez","is_ca":false},{"name":"Mario Prieto Velasco","is_ca":false},{"name":"Luis González Romero","is_ca":false},{"name":"Beatriz Abad Toral","is_ca":false},{"name":"Elisa Martínez Crespo","is_ca":false},{"name":"Esperanza Gutiérrez Gutiérrez","is_ca":false},{"name":"Alicia Calleja Fernández","is_ca":false},{"name":"Pilar De Boso Serrano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01592000570613528,"gpt":0.3347348097054556,"spread":0.3188148039993203,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014431,0.0002249637,0.0002809541,0.0005519894,0.0005574038,0.0005624166,0.0004779502,0.000659478,0.002920624],"category_scores_gemma":[0.002822942,0.00009677409,0.0003612174,0.0003702018,0.0003377274,0.0006511754,0.0008535465,0.0006013793,0.0003696157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005180489,"about_ca_system_score_gemma":0.002230009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650304,"about_ca_topic_score_gemma":0.01501036,"domain_scores_codex":[0.999274,0.0004232901,0.00004150524,0.00005192873,0.0001122815,0.00009698881],"domain_scores_gemma":[0.9987361,0.0003318833,0.0002789268,0.00005664754,0.0001174205,0.0004790144],"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":[0.0004788919,0.002750216,0.1241775,0.001606092,0.00007282545,0.00134817,0.002416305,0.0004737573,0.002541072,0.0005048185,0.006724019,0.8569062],"study_design_scores_gemma":[0.001215982,0.01234714,0.8129778,0.008891022,0.0007423971,0.00887979,0.01600313,0.002458907,0.003701516,0.003823716,0.1287925,0.0001661891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8512737,0.07256062,0.01323419,0.03883383,0.0006197587,0.0008959895,0.0002075449,0.0004445324,0.02192989],"genre_scores_gemma":[0.9348828,0.03451854,0.02219786,0.002819567,0.0006037832,0.0003563323,0.0001683566,0.00002088659,0.004431772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00650304,"threshold_uncertainty_score":0.01293039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1528392563","doi":"10.4321/s2254-28842013000300007","title":"Estudio documental (2006-2013) sobre el autocuidado en el día a día del paciente con enfermedad renal crónica","year":2013,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Nursing care and research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Self care; Philosophy; Political science; Health care","authors":[{"name":"Ana Julia Carrillo‐Algarra","is_ca":false},{"name":"Celmira Laza Vásquez","is_ca":false},{"name":"José Ángel Molina Jerena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03352345840045032,"gpt":0.409610998963489,"spread":0.3760875405630387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01005267,0.0005158532,0.001357012,0.01803523,0.001388494,0.002788368,0.0007931454,0.001134567,0.00408143],"category_scores_gemma":[0.03799731,0.0004761887,0.0009269693,0.01840211,0.001560179,0.001959507,0.001530476,0.0009089737,0.0004938153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00530812,"about_ca_system_score_gemma":0.01394353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394944,"about_ca_topic_score_gemma":0.02374579,"domain_scores_codex":[0.9920239,0.002015674,0.003033817,0.0004453245,0.002173349,0.0003078495],"domain_scores_gemma":[0.9518186,0.02983574,0.006931141,0.0007883767,0.009828659,0.00079752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007268877,0.0003643466,0.05014521,0.5366294,0.0009371543,0.008288107,0.09663267,0.0001493909,0.002558636,0.005421516,0.04459593,0.2535507],"study_design_scores_gemma":[0.000124186,0.0003947589,0.08664585,0.4505326,0.002972465,0.01451202,0.0872128,0.00008401713,0.002816829,0.0007623763,0.3538224,0.000119758],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.11643,0.830725,0.001394679,0.006912416,0.001779927,0.001877917,0.01486947,0.00004460629,0.02596594],"genre_scores_gemma":[0.3538507,0.629841,0.003938937,0.003456054,0.0007094707,0.002283904,0.003848679,0.00004021773,0.00203121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01803523,"threshold_uncertainty_score":0.05316424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203166911","doi":"10.37551/s2254-28842021026","title":"Síntomas asociados al sufrimiento en pacientes con enfermedad renal crónica en hemodiálisis","year":2021,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"Claudia Ramírez-Rodríguez","is_ca":false},{"name":"Yadira Grau Valdés","is_ca":false},{"name":"Jorge A. Grau-Abalo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01535624406025047,"gpt":0.2982333286535525,"spread":0.282877084593302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005373376,0.0002614876,0.0004152243,0.0007769332,0.0004821219,0.0003915982,0.0001676176,0.0003272353,0.001769732],"category_scores_gemma":[0.003344394,0.0001290402,0.0002756602,0.0004911944,0.0003924496,0.0002810029,0.000354192,0.000423179,0.0001183353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002538888,"about_ca_system_score_gemma":0.000360354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182214,"about_ca_topic_score_gemma":0.003174452,"domain_scores_codex":[0.9997013,0.00009591293,0.00003860824,0.0000387446,0.00006371381,0.00006164239],"domain_scores_gemma":[0.9978994,0.0004000663,0.001287817,0.00003318506,0.0001134279,0.0002660311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001973964,0.00007086643,0.995517,0.00004108136,0.00002338853,0.0005398949,0.0002910049,0.00003653775,0.000210173,0.00002105688,0.00008382068,0.002967944],"study_design_scores_gemma":[0.00001791178,0.000317028,0.9954738,0.00004169081,0.00004038851,0.002790289,0.0007533254,0.0001717197,0.00009156156,0.00005891875,0.0002366342,0.000006655648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986053,0.0006216701,0.0000502652,0.00005970688,0.000007880313,0.0000129493,0.00004747866,0.000002775798,0.0005920056],"genre_scores_gemma":[0.9993201,0.0003723704,0.00008266154,0.00002099032,0.00002260013,0.000007298268,0.00006961876,7.478567e-7,0.0001035259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002182214,"threshold_uncertainty_score":0.005920291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2198413141","doi":"10.4321/s2254-28842015000300003","title":"Punción del acceso vascular mediante catéter-fístula: efecto sobre el dolor del paciente y la adecuación de hemodiálisis","year":2015,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","authors":[{"name":"Raúl Darbas Barbé","is_ca":false},{"name":"Catalina Cabot Franco","is_ca":false},{"name":"Gloria Tinto Iborra","is_ca":false},{"name":"Ma Jesús Taboada Álvarez","is_ca":false},{"name":"Cristina Domínguez Orgaz","is_ca":false},{"name":"Celia Balada Sancho","is_ca":false},{"name":"Lourdes Moliner Calderón","is_ca":false},{"name":"Ramón Roca‐Tey","is_ca":false},{"name":"Laura Román García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05004535670810019,"gpt":0.359454834716739,"spread":0.3094094780086388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006901014,0.0001504252,0.0003674161,0.0003266624,0.0002171938,0.0003599548,0.0001672998,0.0002247678,0.00146913],"category_scores_gemma":[0.002542377,0.00008676127,0.000233982,0.0002174042,0.0003427217,0.0002669038,0.000259493,0.0002524109,0.00007859167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674241,"about_ca_system_score_gemma":0.0001544925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003942312,"about_ca_topic_score_gemma":0.0004587402,"domain_scores_codex":[0.9996476,0.0001171624,0.00002816372,0.00007027545,0.00007877198,0.00005805152],"domain_scores_gemma":[0.9976623,0.001196787,0.0007404396,0.00007461676,0.0001022996,0.0002236135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003469954,0.0007306825,0.966077,0.00008864289,0.000060645,0.001125133,0.0001653624,0.0001173704,0.00301298,0.00005119612,0.00009497468,0.02500596],"study_design_scores_gemma":[0.0001179901,0.007263398,0.9809504,0.00003127791,0.0001331203,0.008445141,0.0003103875,0.0008991983,0.001290159,0.00006066401,0.0004889218,0.000009437056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992803,0.0003237306,0.0001928243,0.00001064703,0.00000333954,0.000008959056,0.00001469012,0.00000213135,0.0001634236],"genre_scores_gemma":[0.9993551,0.0002139859,0.0002698655,0.00001535735,0.0000220679,0.00001024192,0.00003304294,8.848265e-7,0.00007932706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146913,"threshold_uncertainty_score":0.004914761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412016224","doi":"10.37551/s2254-28842025016","title":"Factores asociados a la adherencia al tratamiento en personas en hemodiálisis","year":2025,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[{"name":"Claudia Patricia Cantillo-Medina","is_ca":false},{"name":"Alix Yaneth Perdomo-Romero","is_ca":false},{"name":"Claudia Andrea Ramírez-Perdomo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009697326161041377,"gpt":0.3039050251393531,"spread":0.2942076989783118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01117874,0.0005847823,0.002167862,0.005356684,0.0005360089,0.002594393,0.0009127759,0.001639966,0.003047468],"category_scores_gemma":[0.0411577,0.0004215582,0.002358668,0.008007361,0.0008930758,0.001666344,0.000795692,0.001031296,0.0001622989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360444,"about_ca_system_score_gemma":0.005187323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148275,"about_ca_topic_score_gemma":0.01010684,"domain_scores_codex":[0.9908062,0.004068121,0.002502779,0.0005653306,0.001812547,0.0002450258],"domain_scores_gemma":[0.9558508,0.03377398,0.008048342,0.0003021669,0.001806019,0.0002186107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0007881213,0.0001938294,0.1027286,0.5697286,0.009330875,0.0007324384,0.003812558,0.0005297315,0.0003065599,0.003142756,0.007170518,0.3015353],"study_design_scores_gemma":[0.0001977496,0.0004891391,0.2167579,0.7063034,0.02178285,0.002379681,0.003127739,0.0005416069,0.0004668139,0.002689473,0.04515154,0.0001120355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01738573,0.977473,0.0004111917,0.001840001,0.0002694741,0.0001829777,0.0005987753,0.000007529823,0.001831359],"genre_scores_gemma":[0.1140439,0.8818767,0.001519076,0.0008151822,0.0003684539,0.0005673502,0.0005012034,0.000004227395,0.000303852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01148275,"threshold_uncertainty_score":0.05911958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3003768497","doi":"10.4321/s2254-28842019000400008","title":"Valoración de los niveles de alexitimia en pacientes en hemodiálisis","year":2019,"lang":"es","type":"article","venue":"Enfermería Nefrológica","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"Rosa Ma Salas Muñoz","is_ca":false},{"name":"Pilar López Morales","is_ca":false},{"name":"Antonio José Fernández Jiménez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008813173460095932,"gpt":0.2914562146171708,"spread":0.2826430411570748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007118987,0.0002268997,0.000236705,0.0007263474,0.0003388503,0.0004367635,0.0001333142,0.0002285962,0.001386263],"category_scores_gemma":[0.002427632,0.0001280333,0.0002027222,0.0004357454,0.0002338166,0.00021515,0.0003187572,0.0004032991,0.0001194192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272289,"about_ca_system_score_gemma":0.0001723466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345215,"about_ca_topic_score_gemma":0.005423303,"domain_scores_codex":[0.9997849,0.00007827256,0.0000324029,0.00002280324,0.00004317415,0.00003847829],"domain_scores_gemma":[0.9992734,0.0002065564,0.0003261704,0.00001633596,0.00008875006,0.00008888838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130323,0.00004977515,0.9957924,0.00001884257,0.00001839762,0.00008004834,0.0002827945,0.00002280564,0.000210639,0.0000119175,0.00006698292,0.003332373],"study_design_scores_gemma":[0.000006231401,0.0001263183,0.9989478,0.00001020102,0.00001651975,0.0002467804,0.0004020146,0.00008754881,0.0000481274,0.00001389143,0.00009251055,0.000002033025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991851,0.0001649449,0.00002893263,0.00002672274,0.000004438808,0.000008058697,0.00008403893,0.000002342139,0.0004955184],"genre_scores_gemma":[0.9995976,0.0001493643,0.00006524571,0.000007236986,0.000005498855,0.000006625002,0.00007266264,3.484689e-7,0.00009548946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004345215,"threshold_uncertainty_score":0.008639812,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}