{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02566395,0.000124286,0.0006801986,0.0004986972,0.0002566363,0.00001188115,0.0003703033,0.0007423777,0.0001153772],"category_scores_gemma":[0.0374278,0.0000930641,0.0001074036,0.0006853194,0.0004166636,0.0002074514,0.0001065595,0.004407348,0.00002066486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217245,"about_ca_system_score_gemma":0.002409841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005270204,"about_ca_topic_score_gemma":0.000184056,"domain_scores_codex":[0.9916884,0.002610331,0.002912153,0.0002063394,0.001964813,0.0006179889],"domain_scores_gemma":[0.9843591,0.01290981,0.001120478,0.0001521772,0.0002618468,0.001196582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004276483,0.00003806316,0.9394178,0.0001625489,0.00001657912,0.00002764191,0.00395041,0.000003795387,0.00003063995,0.00008575016,0.001779437,0.05444456],"study_design_scores_gemma":[0.001754395,0.0004640687,0.9789038,0.005245797,0.00002128869,0.000004991145,0.003513042,0.000344149,0.00001997975,0.009107107,0.000543566,0.00007783073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881798,0.0002270138,0.0001755731,0.01014582,0.0008936464,0.0002265141,0.000008513081,0.0000176629,0.00012544],"genre_scores_gemma":[0.9973421,0.001046271,0.000431991,0.0006305085,0.0005028132,0.000002064886,0.000002560351,0.00001600485,0.00002571775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05436673,"threshold_uncertainty_score":0.9978895,"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."}}