{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00231013,0.0003759207,0.001222979,0.0008367311,0.003521004,0.003189272,0.0009596033,0.02579473,0.006755861],"category_scores_gemma":[0.02941559,0.0003843291,0.0009739372,0.000641697,0.001528412,0.003302702,0.001405429,0.0230984,0.003657809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323788,"about_ca_system_score_gemma":0.004891569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650959,"about_ca_topic_score_gemma":0.01224216,"domain_scores_codex":[0.9974612,0.0008232798,0.0005371572,0.0002149465,0.0005771834,0.0003862637],"domain_scores_gemma":[0.9884497,0.004797361,0.0009236452,0.0003096968,0.002859902,0.002659655],"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":[0.00005345439,0.0001321205,0.008745705,0.0001968283,0.00002656262,0.006461705,0.0003824782,0.00006724411,0.0002382622,0.001451872,0.961295,0.02094878],"study_design_scores_gemma":[0.000423166,0.0003698093,0.02831697,0.004650072,0.000149418,0.02226165,0.00328294,0.001174116,0.0004348854,0.01401474,0.9247439,0.0001783771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001226434,0.001358686,0.0000602453,0.9789174,0.01569414,0.0000100154,0.00004122281,0.0000131879,0.002678749],"genre_scores_gemma":[0.01332281,0.003109764,0.0003925928,0.8632174,0.1140725,0.0000512062,0.00007305963,0.00002427151,0.005736409],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02579473,"threshold_uncertainty_score":0.02349252,"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."}}