{"id":"W4403465275","doi":"10.47363/jmcn/2023(4)183","title":"Investigation of Frailty, Dependence, Fall Risk Levels, and Influencing Factors in Elderly Individuals","year":2023,"lang":"en","type":"article","venue":"Journal of Medical & Clinical Nursing","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Demography; Environmental health; Medicine; Sociology","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":[0.0005245204,0.0001749731,0.0002110667,0.0007717947,0.0003097763,0.0002812519,0.0001104397,0.000200423,0.0004888878],"category_scores_gemma":[0.001585882,0.0001391353,0.0002416004,0.0006250714,0.0001664189,0.0002177578,0.0002069534,0.000271902,0.00007523881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130582,"about_ca_system_score_gemma":0.0002739222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003406103,"about_ca_topic_score_gemma":0.006035478,"domain_scores_codex":[0.9997241,0.00008113185,0.00003514053,0.00003024122,0.00008722309,0.00004210911],"domain_scores_gemma":[0.9994504,0.0001064423,0.0001943247,0.00002079574,0.00008896154,0.0001390203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003730662,0.00005489568,0.9972239,0.00001067003,0.00002310563,0.00005414918,0.0001612982,0.00001361895,0.000170737,0.000008264354,0.00002477981,0.002217409],"study_design_scores_gemma":[8.135524e-7,0.0001299629,0.9994708,0.000003873432,0.00001033822,0.0001240181,0.0001303534,0.00003624326,0.00002376889,0.000008443337,0.00005989728,0.000001521923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994202,0.0002402052,0.00003030448,0.00001280947,0.000001290281,0.000004516665,0.0000357667,8.514539e-7,0.0002539745],"genre_scores_gemma":[0.9996252,0.0001284719,0.00007074571,0.00001159505,0.000002994412,0.000005439013,0.00005455972,2.92509e-7,0.0001006245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003406103,"threshold_uncertainty_score":0.006772578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2661185312150222,"score_gpt":0.5624854316653439,"score_spread":0.2963669004503217,"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."}}