{"id":"W3106560847","doi":"10.1016/j.sjbs.2020.11.058","title":"Frailty, sarcopenia and health related outcomes among elderly patients in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Saudi Journal of Biological Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deanship of Scientific Research, King Saud University","keywords":"Sarcopenia; Medicine; Comorbidity; Logistic regression; Gerontology; Marital status; Activities of daily living; Physical therapy; Internal medicine; Environmental health; Population","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":[0.001102609,0.0001535677,0.0006135399,0.0001117152,0.0001131147,0.00003718809,0.0002709733,0.0001159109,0.0001292772],"category_scores_gemma":[0.00127836,0.00008468714,0.00009582899,0.0005668003,0.0006733744,0.0002051523,0.00009854864,0.0004555147,0.00001076154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006015222,"about_ca_system_score_gemma":0.0001277451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001329372,"about_ca_topic_score_gemma":0.00006874126,"domain_scores_codex":[0.9979271,0.0001540532,0.0008138652,0.0002850008,0.0004614899,0.0003584645],"domain_scores_gemma":[0.9987388,0.0001785869,0.0004856545,0.00007222672,0.00009732039,0.0004274154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007068527,0.00009671829,0.9781424,0.00001797264,0.00001528202,0.00004386187,0.0003905438,0.000005418591,0.0001139213,0.00002360359,0.0008833989,0.02019619],"study_design_scores_gemma":[0.001712684,0.005667652,0.9908789,0.0002131417,0.000007526403,0.00004338524,0.0001978529,0.0000471811,0.00004059125,0.0007155839,0.0003768543,0.00009861228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625226,0.0009024304,0.00001371856,0.03571081,0.0001508581,0.0002294602,0.000003733063,0.00001578518,0.0004506633],"genre_scores_gemma":[0.9957938,0.0005241988,0.001202125,0.002396489,0.00004608967,0.000001069868,0.000001949784,0.000004242302,0.00003007263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03331432,"threshold_uncertainty_score":0.3453441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0849455645913577,"score_gpt":0.3385287089164357,"score_spread":0.253583144325078,"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."}}