{"id":"W3126514539","doi":"10.1136/thoraxjnl-2020-216530","title":"Moving towards a better identification and management of frailty in ICU survivors","year":2021,"lang":"en","type":"letter","venue":"Thorax","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Medicine; Sarcopenia; Frailty syndrome; Intensive care unit; Stressor; Activities of daily living; Quality of life (healthcare); Weight loss; Psychological intervention; Grip strength; Weakness; Comorbidity; Intensive care medicine; Gerontology; Physical therapy; Internal medicine; Obesity; Surgery; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224177,0.0002396103,0.0005301289,0.0002550485,0.0000188853,0.0000300358,0.0001457112,0.0004067349,0.0001727589],"category_scores_gemma":[0.00004248636,0.000238723,0.00008680168,0.0002824954,0.00008088384,0.00006400053,0.0001623776,0.0007937559,0.00002051973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001053189,"about_ca_system_score_gemma":0.00004467916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005336056,"about_ca_topic_score_gemma":0.0001217857,"domain_scores_codex":[0.9981279,0.0001038033,0.0005147785,0.0004839153,0.0005015745,0.0002680617],"domain_scores_gemma":[0.9989745,0.0000526505,0.000180715,0.0006552523,0.00009474906,0.00004212836],"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":[0.00005368565,0.0001332355,0.009565951,0.01362963,0.0005106691,0.003960563,0.001268993,0.000002680192,0.002183263,0.00003300859,0.8530846,0.1155737],"study_design_scores_gemma":[0.002479804,0.0001325099,0.3699831,0.00877812,0.0008504762,0.0001483589,0.0005942815,0.0001753077,0.005731852,0.0005079132,0.6097346,0.0008837279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2105751,0.001545907,0.000480148,0.7783449,0.000789759,0.001246616,0.00008191801,0.00007620473,0.006859494],"genre_scores_gemma":[0.2089979,0.003597072,0.0156023,0.6643906,0.004295128,0.000494038,0.004973842,0.0004582793,0.09719086],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3604171,"threshold_uncertainty_score":0.9734842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870824349527056,"score_gpt":0.3030974967226829,"score_spread":0.2643892532274124,"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."}}