{"id":"W4389912990","doi":"10.36660/abc.20230158","title":"Utilidade da Idade, Creatinina e Fração de Ejeção - Modificação da Dieta no Escore de Doença Renal para Prever a Sobrevivência em Pacientes com Insuficiência Cardíaca","year":2023,"lang":"pt","type":"article","venue":"Arquivos Brasileiros de Cardiologia","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Association for the Study of the Liver","keywords":"Medicine; Ejection fraction; Internal medicine; Renal function; Heart failure; Disease; Cardiology; Creatinine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002626614,0.0003365494,0.0006718193,0.0008638391,0.00017805,0.0005988925,0.0004260765,0.0004424607,0.001148243],"category_scores_gemma":[0.007814328,0.0001754342,0.000759364,0.0009428391,0.0001786147,0.0003958927,0.0002887099,0.0003730383,0.0002318212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704254,"about_ca_system_score_gemma":0.0005261636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308165,"about_ca_topic_score_gemma":0.004316895,"domain_scores_codex":[0.9991116,0.0004472607,0.00009701134,0.0001377114,0.0001553896,0.00005088635],"domain_scores_gemma":[0.9963259,0.001668208,0.001226645,0.0002421274,0.0003517799,0.0001852647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001968449,0.0001056168,0.9818017,0.0001253843,0.0003020849,0.00002194972,0.00006547871,0.0002444856,0.0002989012,0.00002776856,0.0002221044,0.01481598],"study_design_scores_gemma":[0.00008776806,0.001102302,0.9956416,0.00004671081,0.0005748548,0.0001250386,0.00004349369,0.001307199,0.0004729053,0.00005866508,0.00052756,0.0000120091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912174,0.004439731,0.001130211,0.0002953764,0.00003128342,0.000060451,0.001388986,0.00002828446,0.001408219],"genre_scores_gemma":[0.9977909,0.0006173168,0.0009039766,0.00004025799,0.00002350706,0.00003911815,0.0003591646,0.00000476995,0.0002210025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003308165,"threshold_uncertainty_score":0.01389104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077445052093541,"score_gpt":0.3633776292912531,"score_spread":0.255633124081899,"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."}}