{"id":"W2802650657","doi":"10.1016/s0140-6736(18)30907-3","title":"What proportion of older adults in hospital are frail?","year":2018,"lang":"en","type":"letter","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005154177,0.0002139718,0.0006389925,0.001456972,0.0004131682,0.001065195,0.0006182062,0.001197437,0.007992417],"category_scores_gemma":[0.007523843,0.000184793,0.0006563109,0.002632694,0.0003280647,0.002096229,0.0008567333,0.001021085,0.001710025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007055225,"about_ca_system_score_gemma":0.0009857129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413987,"about_ca_topic_score_gemma":0.01801808,"domain_scores_codex":[0.9993155,0.00012021,0.0001225354,0.0001028011,0.0001998001,0.0001391764],"domain_scores_gemma":[0.9982203,0.0003126838,0.0007076183,0.00004178132,0.0002505995,0.0004669886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003773606,0.0001266693,0.605418,0.003255402,0.0003423305,0.0009656483,0.001728718,0.0001601725,0.0002087719,0.001533123,0.1317348,0.2541491],"study_design_scores_gemma":[0.00006641245,0.0001495056,0.9351041,0.007736471,0.0002723731,0.002857464,0.008466574,0.0003267335,0.0001135731,0.004359265,0.0404759,0.00007163074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4626094,0.2859587,0.0007449627,0.1823275,0.003157265,0.0001269796,0.03040658,0.00009897283,0.03456968],"genre_scores_gemma":[0.8467907,0.1243721,0.000369805,0.01618532,0.001546644,0.000114918,0.007984994,0.0000309171,0.002604594],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01413987,"threshold_uncertainty_score":0.02811509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866598998859613,"score_gpt":0.2721877443283652,"score_spread":0.253521754339769,"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."}}