{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128174,0.001123971,0.001434528,0.00500873,0.0007827877,0.002696928,0.001863661,0.002229421,0.01610973],"category_scores_gemma":[0.006827549,0.0004600525,0.0007767563,0.004655439,0.001247888,0.003303188,0.002343355,0.003332169,0.004602867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135277,"about_ca_system_score_gemma":0.003870374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003479512,"about_ca_topic_score_gemma":0.002399899,"domain_scores_codex":[0.9984277,0.0004479479,0.0002989251,0.0003267932,0.0003809818,0.0001175324],"domain_scores_gemma":[0.998176,0.0008613035,0.0003687194,0.00004315455,0.0003531009,0.0001977806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001510691,0.0001465235,0.01008927,0.02066849,0.0001049634,0.0006361066,0.001578703,0.0006894016,0.0003738982,0.04135817,0.5203135,0.4038899],"study_design_scores_gemma":[0.00002169696,0.0001670149,0.01613299,0.03412697,0.00007715457,0.004675145,0.0007862524,0.0002653933,0.00009121949,0.03121948,0.9123638,0.00007277064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001641232,0.9570292,0.001967896,0.01765983,0.005634054,0.0002473709,0.00162121,0.00005838168,0.01414082],"genre_scores_gemma":[0.01838048,0.9299413,0.003264984,0.009589649,0.02552914,0.0005721099,0.003951124,0.00007164569,0.008699557],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01610973,"threshold_uncertainty_score":0.05389243,"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."}}