{"id":"W3006269496","doi":"10.1111/ggi.13830","title":"Chapter 1 Frailty: Definition, diagnosis, epidemiology","year":2020,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; MEDLINE; Gerontology; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007160341,0.0007068481,0.001290749,0.0006389073,0.0002322047,0.00008018032,0.0008990532,0.0008914241,0.004354356],"category_scores_gemma":[0.004278267,0.0007265532,0.0004046862,0.0003155344,0.0005352057,0.0004290957,0.0005186361,0.0009233096,0.0004400586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002961156,"about_ca_system_score_gemma":0.0001937194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593017,"about_ca_topic_score_gemma":0.0001734707,"domain_scores_codex":[0.9948965,0.0002333645,0.001747032,0.001545455,0.0006486417,0.0009289656],"domain_scores_gemma":[0.995631,0.001256358,0.0008515078,0.0005350728,0.0009944272,0.0007316021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002193284,0.0008385162,0.6224074,0.0001573575,0.002676225,0.0008704201,0.002338308,0.00005921632,0.0008417012,0.2427285,0.08030395,0.04458512],"study_design_scores_gemma":[0.01054594,0.001470563,0.2096011,0.00006735252,0.0007246012,0.003433807,0.0004513972,0.00405025,0.0002675431,0.01668862,0.7511706,0.001528244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3454878,0.01157749,0.02920899,0.5357644,0.01672622,0.001809509,0.0009877353,0.0008806077,0.05755724],"genre_scores_gemma":[0.9320267,0.008668417,0.024519,0.02842455,0.003557488,0.0003500462,0.001206838,0.0001197498,0.001127208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6708666,"threshold_uncertainty_score":0.9995186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265415460421429,"score_gpt":0.3451998867215574,"score_spread":0.2186583406794146,"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."}}