{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004850178,0.0001804929,0.0003080912,0.00145073,0.0002900613,0.0003963683,0.0002606875,0.0002563371,0.0008266309],"category_scores_gemma":[0.001276583,0.0001639899,0.0002153926,0.001165754,0.0002610225,0.0003623292,0.0004250775,0.0002562414,0.00008954774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582584,"about_ca_system_score_gemma":0.0002323089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00638672,"about_ca_topic_score_gemma":0.008408997,"domain_scores_codex":[0.9997097,0.00006102819,0.00004882744,0.00005243588,0.00006976408,0.00005828707],"domain_scores_gemma":[0.9993974,0.00007903033,0.0003032121,0.00002766972,0.00008516448,0.0001074772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001726985,0.00001880915,0.9992028,0.000006816039,0.000008903095,0.00005667067,0.00007569131,0.00000713074,0.0000546437,0.000004741411,0.00001462235,0.0005320059],"study_design_scores_gemma":[5.776884e-7,0.00003946705,0.9994831,0.000003754388,0.000003573218,0.0001698821,0.0002400536,0.00002223902,0.00000845565,0.000004504298,0.00002315146,0.000001212165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994717,0.0002459449,0.00002529133,0.000009989059,0.000001228674,0.000004536052,0.00008789732,9.290794e-7,0.0001525498],"genre_scores_gemma":[0.9997249,0.0001028762,0.0000328233,0.000005379074,0.000003480917,0.000003699057,0.00008960014,2.610005e-7,0.00003691479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00638672,"threshold_uncertainty_score":0.01269913,"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."}}