{"id":"W4417040095","doi":"10.1186/s12877-025-06620-2","title":"Impact of frailty on balance, fall risk, and kinesiophobia in sarcopenic elderly","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Physiotherapy Association","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Sarcopenia; Fear of falling; Falling (accident); Rehabilitation; Falls in older adults; Comorbidity; Sarcopenic obesity; Activities of daily living; Geriatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004168317,0.0003330517,0.000336851,0.0005986252,0.0003373893,0.0003787027,0.0001226501,0.0002741202,0.001937121],"category_scores_gemma":[0.001355177,0.0001284088,0.0003477775,0.0003559559,0.0001955645,0.000248646,0.0003952825,0.0002750611,0.0001790855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345679,"about_ca_system_score_gemma":0.0001762847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002233605,"about_ca_topic_score_gemma":0.004300529,"domain_scores_codex":[0.9997916,0.00004482778,0.00002844637,0.00003243817,0.0000521361,0.00005067271],"domain_scores_gemma":[0.9991801,0.0001115893,0.0003754674,0.0000276573,0.0001164074,0.0001887281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009972479,0.00004299565,0.9973955,0.00001748242,0.00004603878,0.0000640193,0.00005904887,0.00002025903,0.0001938481,0.000004364973,0.00003159583,0.002025074],"study_design_scores_gemma":[0.000001426646,0.0000910669,0.9996719,0.000007074656,0.00001332798,0.00009619802,0.00004371259,0.00002508269,0.00001576704,0.000005214808,0.00002819402,9.096291e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991515,0.0004295231,0.00002050523,0.00001897506,0.000003386406,0.000002847134,0.00007404717,0.000001201597,0.0002981058],"genre_scores_gemma":[0.9996238,0.0001523504,0.00002819154,0.00001020048,0.000005618082,0.000002639352,0.00007907989,3.83092e-7,0.00009783446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002233605,"threshold_uncertainty_score":0.006480336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275962679216873,"score_gpt":0.3727052022234754,"score_spread":0.3451089343017881,"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."}}