{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003704867,0.0001839725,0.0002456839,0.000509884,0.0003054471,0.0003451329,0.0001461062,0.0002357976,0.00120658],"category_scores_gemma":[0.001097456,0.0001055718,0.0001784085,0.000482622,0.0001373305,0.0002539164,0.0003539337,0.0001926863,0.0001135455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000242261,"about_ca_system_score_gemma":0.0003213514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01190161,"about_ca_topic_score_gemma":0.01496293,"domain_scores_codex":[0.9998372,0.00003409237,0.00003121842,0.00001988757,0.00004246532,0.00003518273],"domain_scores_gemma":[0.9993979,0.00005878686,0.0003162997,0.00001492279,0.0001073777,0.000104715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006887123,0.00002879821,0.9976672,0.00003703374,0.00002556604,0.0000610991,0.0002211467,0.00001717948,0.0001306124,0.000008845472,0.00008057286,0.001653293],"study_design_scores_gemma":[0.000005153309,0.00008860203,0.998909,0.00003102415,0.0000150234,0.0002151998,0.0004932947,0.00006182169,0.00002493814,0.000009262741,0.0001443896,0.000002145426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999314,0.0003781251,0.00001046811,0.00004617844,0.000001965407,0.000003722299,0.0001180783,4.732788e-7,0.0001271117],"genre_scores_gemma":[0.9995015,0.0002377904,0.00002185289,0.00002389483,0.000004226885,0.000003366413,0.0001472064,1.731697e-7,0.00006004919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01190161,"threshold_uncertainty_score":0.02366471,"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."}}