{"id":"W3187150291","doi":"10.1089/jpm.2021.0219","title":"Symptom Burden Is Associated with Increased Emergency Department Utilization among Patients with Cirrhosis","year":2021,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Emergency department; Interquartile range; Liver transplantation; Confidence interval; Cirrhosis; Emergency medicine; Intensive care unit; Incidence (geometry); Transplantation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005075207,0.0002603703,0.0003036547,0.0006402648,0.0002423782,0.0005228424,0.0002098537,0.0003054409,0.002089753],"category_scores_gemma":[0.005051246,0.0001908749,0.0004312801,0.0007509699,0.0002119191,0.0003158898,0.000551443,0.000589586,0.000177195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184142,"about_ca_system_score_gemma":0.0003169789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100608,"about_ca_topic_score_gemma":0.002595418,"domain_scores_codex":[0.9994569,0.0002049274,0.00008110971,0.00005185677,0.0001195087,0.00008564196],"domain_scores_gemma":[0.9958016,0.0007189665,0.002614427,0.0001062474,0.0002886766,0.0004699589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004299508,0.0000139722,0.9987206,0.000008557948,0.00002548604,0.00003128287,0.00001821687,0.00002723346,0.00005830119,0.000004112548,0.00008039851,0.000968821],"study_design_scores_gemma":[0.000002753877,0.00002337696,0.999566,0.000005810851,0.0000113158,0.0001531596,0.00004397945,0.0001384335,0.00001203227,0.000008647432,0.00003295012,0.000001494653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988378,0.0004425236,0.00004996958,0.0001614331,0.000006380351,0.00000422204,0.0001567166,0.000004720765,0.0003362748],"genre_scores_gemma":[0.9995565,0.0001202359,0.00005825336,0.00002875813,0.00001674578,0.000002454806,0.0001741044,0.000001351057,0.00004154216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100608,"threshold_uncertainty_score":0.00699085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673125512539124,"score_gpt":0.372351317283153,"score_spread":0.2956200621577618,"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."}}