{"id":"W2547322535","doi":"","title":"Frailty syndrome in institutionalized elderly: prevalence and associated factors","year":2016,"lang":"en","type":"article","venue":"Geriatrics Gerontology and Aging","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Residence; Marital status; Demography; Logistic regression; Cross-sectional study; Multivariate analysis; Salary; Public health; Descriptive statistics; Population; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009568685,0.0001903464,0.0004045599,0.0002100933,0.000643788,0.000008897604,0.0001139061,0.000522178,0.0001781943],"category_scores_gemma":[0.0009414407,0.0001448136,0.00002744009,0.000213717,0.0001731207,0.0002504053,0.00008598862,0.0005270937,0.00001647427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005305,"about_ca_system_score_gemma":0.000354289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004420682,"about_ca_topic_score_gemma":0.001172577,"domain_scores_codex":[0.9974477,0.0007233297,0.0005139299,0.0004475225,0.0001488711,0.0007186363],"domain_scores_gemma":[0.9980398,0.001257688,0.000245444,0.000186458,0.00008329158,0.0001873539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002704495,0.00003067671,0.9842817,0.0002814017,0.00001630552,0.00004866465,0.003916935,2.345375e-7,0.0001239439,0.002283993,0.0002708109,0.008718317],"study_design_scores_gemma":[0.001937879,0.00009787583,0.9924735,0.0004612227,0.0000228941,0.00002474477,0.0005273427,0.000008274324,0.000003744191,0.001797538,0.002440043,0.0002049291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913611,0.002500544,0.0004358109,0.003488924,0.0008523984,0.0004596322,0.00004338456,0.00009822998,0.0007600024],"genre_scores_gemma":[0.9976856,0.0008115515,0.0001522342,0.0003680966,0.00004965155,0.00003952004,0.000009233288,0.00001477685,0.0008693635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008513388,"threshold_uncertainty_score":0.5905329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616315325292931,"score_gpt":0.3874998865287502,"score_spread":0.3113367332758209,"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."}}