{"id":"W7119717062","doi":"10.65034/bjnabstract-cpn25268","title":"AVALIAÇAO DO ESTADO NUTRICIONAL NA HEMODIALISE: UMA ABORDAGEM MULTIPROFISSIONAL","year":2025,"lang":"","type":"article","venue":"","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Clinical Practice; Disease; Population; Cognitive impairment","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":[0.01497949,0.0009104064,0.001502785,0.006005929,0.001009553,0.003029338,0.0007831429,0.0007814785,0.001414144],"category_scores_gemma":[0.01453667,0.0004201661,0.001751038,0.005360146,0.0005521102,0.002591445,0.002308703,0.0007416133,0.0002427443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270842,"about_ca_system_score_gemma":0.004389614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00613088,"about_ca_topic_score_gemma":0.008704654,"domain_scores_codex":[0.9941937,0.003632699,0.0007542713,0.0004352509,0.0007348064,0.000249243],"domain_scores_gemma":[0.9864213,0.004604448,0.00308153,0.0007336338,0.004072099,0.001086916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005021438,0.0001734606,0.8079404,0.002881421,0.001183437,0.0001864012,0.002095523,0.0007319699,0.001025536,0.001317786,0.001904844,0.1800572],"study_design_scores_gemma":[0.00008632719,0.002469348,0.9567377,0.005641684,0.001917026,0.00134945,0.004479307,0.006014256,0.001202121,0.004414001,0.01559283,0.00009607596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7181744,0.1886291,0.05361146,0.02081525,0.001017569,0.001888176,0.003311293,0.0003697699,0.01218296],"genre_scores_gemma":[0.9285639,0.03428492,0.03290318,0.0009804964,0.0004692727,0.001140532,0.0007344941,0.00002359061,0.0008997507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497949,"threshold_uncertainty_score":0.07922012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0286118891135877,"score_gpt":0.3702297152104665,"score_spread":0.3416178260968789,"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."}}