{"id":"W4403298528","doi":"10.55905/cuadv16n10-066","title":"Association between vulnerability, frailty and risk of falling in elderly people","year":2024,"lang":"en","type":"article","venue":"Cuadernos de Educación y Desarrollo","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Poisson regression; Gerontology; Fear of falling; Medicine; Scale (ratio); Falling (accident); Geriatric Depression Scale; Demography; Environmental health; Psychology; Suicide prevention; Poison control; Geography; Psychiatry; Population; Computer security; Cognition; Cartography","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":[0.0005407275,0.0001469867,0.0002562062,0.0007286154,0.0002754692,0.0003027658,0.0001550115,0.0002476986,0.001015293],"category_scores_gemma":[0.002492671,0.0001142413,0.0003566086,0.0005376875,0.0001478839,0.0002143226,0.0004264346,0.0003115073,0.00006246215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986911,"about_ca_system_score_gemma":0.0003095404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005525561,"about_ca_topic_score_gemma":0.01045002,"domain_scores_codex":[0.9997059,0.00008412956,0.00004235948,0.00003927368,0.00007032567,0.00005806382],"domain_scores_gemma":[0.9991593,0.0001779569,0.0004024247,0.00003797628,0.00007596672,0.0001462771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002457437,0.00001643275,0.9984747,0.00001239973,0.00004285462,0.0000372173,0.00007963691,0.00001779673,0.00004282549,0.00001894321,0.00001952718,0.001213166],"study_design_scores_gemma":[6.785694e-7,0.00002711896,0.9995943,0.000007122671,0.00001214161,0.0001014863,0.00009583949,0.00005728029,0.000009458638,0.00003530199,0.00005783133,0.000001498902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998555,0.0008707519,0.00007409611,0.000046953,0.000004001715,0.000003985874,0.0000886663,9.99516e-7,0.0003555076],"genre_scores_gemma":[0.9995523,0.0002295763,0.00005901583,0.000008851567,0.000005207411,0.000003158834,0.00005897656,3.017394e-7,0.00008259122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005525561,"threshold_uncertainty_score":0.0109868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367747070722364,"score_gpt":0.3050488948011896,"score_spread":0.281371424093966,"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."}}