{"id":"W2899788222","doi":"10.1186/s12877-018-0955-4","title":"Prevalence of frailty, cognitive impairment, and sarcopenia in outpatients with cardiometabolic disease in a frailty clinic","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Geriatrics and Gerontology","keywords":"Medicine; Sarcopenia; Montreal Cognitive Assessment; Outpatient clinic; Gerontology; Dementia; Physical therapy; Population; Disease; Diabetes mellitus; Cognition; Observational study; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046767,0.0002306672,0.0003454239,0.001133073,0.0006935007,0.0005140518,0.0003458548,0.0005199012,0.001515507],"category_scores_gemma":[0.001806204,0.0002573353,0.0002371867,0.0008288097,0.0003340524,0.0003259972,0.0005193598,0.0004771418,0.0001746401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861361,"about_ca_system_score_gemma":0.0003774677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009063381,"about_ca_topic_score_gemma":0.01342815,"domain_scores_codex":[0.9995759,0.00009745116,0.00004888605,0.00007812281,0.0001050502,0.00009459759],"domain_scores_gemma":[0.998666,0.0001745424,0.0004796221,0.00003965718,0.0001505258,0.0004896815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004131406,0.00003989308,0.9987545,0.000006039658,0.00001102283,0.0001676606,0.0001173708,0.000006619869,0.0001771499,0.000003510763,0.00008940591,0.0005855713],"study_design_scores_gemma":[0.000006572813,0.00006667936,0.9991639,0.000005855879,0.000008387744,0.0003975574,0.0002271932,0.00005533166,0.00001800943,0.000004401363,0.00004397253,0.000002200399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995574,0.0001108282,0.00002221284,0.00003242538,0.000003534851,0.000007218526,0.0000780792,0.000002092042,0.0001860821],"genre_scores_gemma":[0.9997596,0.00004296419,0.00002718064,0.00003066538,0.000008063176,0.000005363903,0.00009275001,5.628867e-7,0.00003272835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009063381,"threshold_uncertainty_score":0.01802129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630802898244898,"score_gpt":0.3181271544832576,"score_spread":0.2818191255008086,"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."}}