{"id":"W4413108023","doi":"10.1177/21501319251341742","title":"Nutritional, Cognitive, and Functional Deficits, Frailty, and Quality of Life Associated With Fall Risk in Community-Dwelling Older Adults: A Cross-Sectional Study Conducted in Brazil","year":2025,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Medicine; Gerontology; Cross-sectional study; Quality of life (healthcare); Cognition; Environmental health; Psychiatry","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009286265,0.0002208347,0.0009336236,0.0005477568,0.001598484,0.00002728795,0.0002136066,0.0002642745,0.00000804972],"category_scores_gemma":[0.001366466,0.00020912,0.00007695981,0.0006080602,0.0002424543,0.0003460528,0.0002342322,0.005718524,4.465879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187538,"about_ca_system_score_gemma":0.002820486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03499426,"about_ca_topic_score_gemma":0.1644786,"domain_scores_codex":[0.9824867,0.01449141,0.002016855,0.0001724189,0.0004917577,0.0003408068],"domain_scores_gemma":[0.9904131,0.005890205,0.00175714,0.0002719511,0.001497622,0.0001700002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002513351,0.004985841,0.9742005,0.002227659,0.0001449201,0.000001753647,0.01517579,0.000008092928,0.00002720885,0.00006154251,0.00007600764,0.0005773671],"study_design_scores_gemma":[0.01809842,0.0008123508,0.9012014,0.004644568,0.00003016352,0.000003483513,0.07470844,0.00001142015,2.206433e-7,0.0003468813,0.00001218153,0.0001304516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940274,0.003559284,0.000155392,0.0001520522,0.0002051105,0.00107441,0.0003302732,0.00001805566,0.0004780643],"genre_scores_gemma":[0.9970124,0.001235386,0.0001513074,0.001099858,0.00004219213,0.00002994833,0.0003939106,0.00001663264,0.00001839848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294844,"threshold_uncertainty_score":0.9997013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07511301865709681,"score_gpt":0.4088336982375509,"score_spread":0.3337206795804541,"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."}}