{"id":"W3199771767","doi":"10.1002/hep.32157","title":"Frailty is associated with increased risk of cirrhosis disease progression and death","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; Orthopaedic Innovation Centre; University of Calgary; University of Alberta","funders":"","keywords":"Cirrhosis; Medicine; Internal medicine; Model for End-Stage Liver Disease; Gastroenterology; Liver disease; Stage (stratigraphy); Liver transplantation; Transplantation","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":[0.0008278614,0.0003277898,0.0003422358,0.0006524244,0.0003960548,0.0005335425,0.0002781805,0.0004140668,0.002606096],"category_scores_gemma":[0.003813822,0.0001612013,0.0006462264,0.0005258271,0.0003878115,0.0002717636,0.0007312208,0.0008266813,0.0001642121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963586,"about_ca_system_score_gemma":0.0004065838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249387,"about_ca_topic_score_gemma":0.003725549,"domain_scores_codex":[0.999627,0.000117454,0.00003212046,0.00007170138,0.00006017639,0.00009147198],"domain_scores_gemma":[0.9960696,0.0006055012,0.002140498,0.0001787158,0.0002592752,0.0007462922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002436882,0.0000149882,0.9962965,0.00001834302,0.000095312,0.00007974087,0.0000205695,0.000135739,0.0001328701,0.00002233186,0.0001156961,0.002824291],"study_design_scores_gemma":[0.000005305045,0.00006849455,0.9988907,0.00001605219,0.00005103921,0.0002818178,0.00002481214,0.0004381694,0.00003456421,0.00007336307,0.0001121475,0.000003624778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971073,0.001647523,0.0001942758,0.0002350381,0.00001582669,0.000005913016,0.0001929793,0.00001048387,0.0005906718],"genre_scores_gemma":[0.9994615,0.0002151411,0.00005450195,0.00002586117,0.00002073607,0.000002138994,0.0001254285,0.000001410689,0.00009334732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249387,"threshold_uncertainty_score":0.008718252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216105509932731,"score_gpt":0.2919521215714009,"score_spread":0.2697910664720736,"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."}}