{"id":"W2037016854","doi":"10.1590/1982-0194201400007","title":"Assessment of the frailty level of elderly people with chronic kidney disease undergoing hemodialysis","year":2014,"lang":"en","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Hemodialysis; Kidney disease; Gerontology; Disease; Portuguese; Elderly people; Renal replacement therapy; Physical therapy; Intensive care medicine; Internal medicine","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":[0.0008407507,0.0002146738,0.0003736267,0.0008959101,0.0003217266,0.0004022823,0.0001630651,0.0003647599,0.001250027],"category_scores_gemma":[0.00278472,0.0001013638,0.00035825,0.000466147,0.0001624191,0.000337398,0.000450278,0.000298725,0.0001681173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456815,"about_ca_system_score_gemma":0.000278445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771391,"about_ca_topic_score_gemma":0.002382992,"domain_scores_codex":[0.9996138,0.0001052671,0.00007910234,0.00003518766,0.0001188287,0.00004783605],"domain_scores_gemma":[0.9989259,0.0001535125,0.0004855182,0.00002705685,0.0002252666,0.0001827451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006335414,0.0001066243,0.9948756,0.00005350913,0.00004931942,0.00005853202,0.0003201238,0.00002661532,0.0002358289,0.00001122789,0.0001028179,0.004096401],"study_design_scores_gemma":[0.000004125145,0.0002214723,0.9988654,0.00002899759,0.00001869821,0.0002565627,0.0003104442,0.0000511556,0.00004997634,0.00001432404,0.0001753508,0.000003539032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998425,0.0004947737,0.00006410849,0.00005506826,0.000005628785,0.00002347467,0.0001852382,0.000001940134,0.0007447982],"genre_scores_gemma":[0.999231,0.0002176956,0.000171637,0.00002508955,0.000007500108,0.00001706521,0.0001761806,3.986969e-7,0.0001534005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001771391,"threshold_uncertainty_score":0.004446387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760416163694622,"score_gpt":0.3067333216617172,"score_spread":0.2691291600247709,"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."}}