{"id":"W7117149503","doi":"10.1186/s12877-025-06810-y","title":"Detection of social frailty in older adults: validation and reliability of the Makizako Social Frailty Index for Turkish older adults, a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turkish; Frailty Index; Reliability (semiconductor); Older people; Index (typography); Frailty syndrome; Turkish population; Geriatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0008715377,0.0002471214,0.000513629,0.0002674779,0.000244728,0.00003483905,0.0001915751,0.0004353144,0.00003567232],"category_scores_gemma":[0.001594884,0.0002153913,0.0002468291,0.001054652,0.0002091624,0.0001512567,0.0001560405,0.000380525,7.410271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701037,"about_ca_system_score_gemma":0.0003431865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005791168,"about_ca_topic_score_gemma":0.0007808811,"domain_scores_codex":[0.997308,0.0002071705,0.001040481,0.000570671,0.0005843455,0.0002893075],"domain_scores_gemma":[0.9979391,0.0003722095,0.0004710414,0.0003481431,0.0008255275,0.00004401093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002319182,0.00121664,0.9867555,0.001421884,0.0000429905,3.501485e-7,0.004709247,0.00003102595,0.0002717824,0.00003170444,0.0002526574,0.002946964],"study_design_scores_gemma":[0.01227494,0.0002112999,0.9825568,0.0001116218,0.000119629,0.000002460733,0.001694357,0.0006711211,0.001846496,0.0002596761,0.00009101733,0.0001605931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918732,0.00006382681,0.003408859,0.0001863815,0.0007587473,0.003424214,0.000157746,0.000043286,0.00008371433],"genre_scores_gemma":[0.9986819,0.000004911596,0.0003632759,0.00005239627,0.0003161295,0.0002382857,0.00004148442,0.00002669909,0.000274944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009955756,"threshold_uncertainty_score":0.8783401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927121481437387,"score_gpt":0.3167229150317531,"score_spread":0.2974517002173793,"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."}}