{"id":"W2743057838","doi":"10.1590/0034-7167-2016-0633","title":"Frailty in the elderly: prevalence and associated factors","year":2017,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poisson regression; Medicine; Gerontology; Socioeconomic status; Elderly people; Logistic regression; Demography; Environmental health; Population","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":[0.0005884394,0.000158181,0.0002812031,0.0009083452,0.0002043077,0.0002726356,0.0001294206,0.000223521,0.000741473],"category_scores_gemma":[0.001538297,0.00013223,0.00023468,0.0006955718,0.0001806465,0.0002662394,0.0002994487,0.0001745956,0.00008883797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812907,"about_ca_system_score_gemma":0.0002371747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008485924,"about_ca_topic_score_gemma":0.009579832,"domain_scores_codex":[0.9997641,0.00004694038,0.0000388929,0.00004271134,0.00006487713,0.00004257624],"domain_scores_gemma":[0.9992971,0.0000816035,0.0003898736,0.00002642011,0.00008050186,0.0001243683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001516526,0.00002135805,0.9986773,0.00001382839,0.00001414388,0.00003845461,0.00007850796,0.00001096068,0.00005971381,0.000007423672,0.00003033233,0.001032819],"study_design_scores_gemma":[0.000001095565,0.00003978373,0.9995071,0.00001449941,0.000006296982,0.0001790884,0.0001369962,0.00003654114,0.000009891278,0.00001020949,0.00005730529,0.000001133909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987108,0.0007747037,0.00003976132,0.00004754521,0.000002483502,0.000006379309,0.0001786224,0.000001067157,0.0002387223],"genre_scores_gemma":[0.999536,0.000271079,0.00003871367,0.00001030821,0.000004475142,0.000003364989,0.00009899242,2.352736e-7,0.00003670073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008485924,"threshold_uncertainty_score":0.01687306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07045832468807761,"score_gpt":0.3479491849834857,"score_spread":0.2774908602954081,"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."}}