{"id":"W2543223649","doi":"10.1002/hep.28900","title":"A Karnofsky performance status–based score predicts death after hospital discharge in patients with cirrhosis","year":2016,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Performance status; Cirrhosis; Hospital discharge; Internal medicine; Karnofsky Performance Status; Emergency medicine; Patient discharge; MEDLINE; Overall survival","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":[0.00002790625,0.0001244479,0.0001911755,0.0001107708,0.00002217147,0.000003292766,0.00003675808,0.00006964159,0.0001573162],"category_scores_gemma":[0.000005254637,0.00007364918,0.00003069016,0.00008797919,0.00006941605,0.0001546554,0.000008221791,0.00006904591,0.00006263686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005692805,"about_ca_system_score_gemma":0.0001200687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004109519,"about_ca_topic_score_gemma":0.0000437082,"domain_scores_codex":[0.9991041,0.00002768685,0.000149185,0.0002379637,0.0001662813,0.0003148296],"domain_scores_gemma":[0.9995639,0.00002838202,0.00004111479,0.0001701973,0.00006155454,0.0001348202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001979064,0.0002965638,0.9966536,0.0001145799,0.00004962789,0.00006529852,0.0002232948,1.29819e-7,0.00001010419,0.00002292336,0.00001682134,0.0005680611],"study_design_scores_gemma":[0.006893293,0.0009761445,0.9910516,0.0003098954,0.0001546162,0.000002266092,0.00000616167,0.00008567394,0.0003343683,0.000009580449,0.00006292184,0.00011344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987974,0.00005130534,0.0001031386,0.0002789015,0.00007758378,0.0003956484,0.00009504793,0.00003678301,0.0001641948],"genre_scores_gemma":[0.9992849,0.00005158967,0.00007961712,0.0002982292,0.00002164911,0.000106848,0.0001103815,0.00001723114,0.00002958849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005601892,"threshold_uncertainty_score":0.3003326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005625604800853056,"score_gpt":0.1949264569404012,"score_spread":0.1893008521395481,"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."}}