{"id":"W4410203281","doi":"10.69639/arandu.v12i1.905","title":"Marcadores tempranos en el diagnóstico de la enfermedad renal crónica en pacientes diabéticos e hipertensos: Revisión bibliográfica","year":2025,"lang":"es","type":"article","venue":"Arandu-UTIC.","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007426235,0.00120287,0.003973119,0.03142037,0.0007949921,0.00436377,0.00170168,0.001320102,0.005159398],"category_scores_gemma":[0.02109364,0.0008783806,0.003407503,0.02049562,0.001381688,0.003356773,0.001631873,0.001289197,0.0009955547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002739596,"about_ca_system_score_gemma":0.009809937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287373,"about_ca_topic_score_gemma":0.01389535,"domain_scores_codex":[0.9936007,0.001284863,0.002897651,0.0006578641,0.001332446,0.0002264565],"domain_scores_gemma":[0.971134,0.01458539,0.005488026,0.0008223318,0.007577001,0.0003932453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009397012,0.0001119826,0.02798226,0.3084137,0.004196272,0.001003491,0.001542771,0.0003380288,0.001262825,0.002093141,0.02021663,0.6318993],"study_design_scores_gemma":[0.0002780824,0.0004848638,0.1048098,0.4624695,0.03080386,0.008038682,0.002711356,0.0006705378,0.002228315,0.002824909,0.384348,0.000332029],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003727486,0.9913538,0.0004670199,0.0009120179,0.0004897058,0.0001172443,0.001547321,0.00003619709,0.001349201],"genre_scores_gemma":[0.01859354,0.9768395,0.001423725,0.0005448141,0.00059923,0.000214062,0.001336544,0.00001780238,0.0004308895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03142037,"threshold_uncertainty_score":0.03927416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913692088375553,"score_gpt":0.4461055897672456,"score_spread":0.4269686688834901,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}