{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001210869,0.0006288481,0.0004582714,0.0008090262,0.0003097473,0.0009337906,0.0004917202,0.0005010769,0.001132875],"category_scores_gemma":[0.0042994,0.0002352275,0.0005912024,0.0004696046,0.0002601912,0.000469387,0.0007187212,0.0009593762,0.0003414576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047656,"about_ca_system_score_gemma":0.0007750985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004058834,"about_ca_topic_score_gemma":0.005937854,"domain_scores_codex":[0.9996569,0.0001469273,0.00002851375,0.00004518707,0.00005091675,0.00007156745],"domain_scores_gemma":[0.9986809,0.000473275,0.0002860173,0.00006650104,0.000156151,0.0003371155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808461,0.00005678607,0.9962562,0.00000665816,0.00005146581,0.00005180327,0.00002525465,0.0006864697,0.00006108471,0.0000180306,0.0002876298,0.002217763],"study_design_scores_gemma":[0.00006885291,0.000406345,0.9617292,0.00002634597,0.0001058548,0.0002264418,0.0002135252,0.03648535,0.0001052049,0.0003175009,0.0002969575,0.00001840124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986473,0.0002049177,0.0004146891,0.0002094469,0.00002046258,0.000009666383,0.0001418068,0.00001540604,0.0003363182],"genre_scores_gemma":[0.9993073,0.00005681204,0.0001804717,0.00002254499,0.00001766313,0.000005200939,0.0002810514,0.000002012499,0.0001269418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004058834,"threshold_uncertainty_score":0.008070409,"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."}}