{"id":"W2895581874","doi":"10.14740/gr1074w","title":"Missed Diagnosis of Liver Cirrhosis Leads to Disparities in Care for Older Patients","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cirrhosis; Medicine; Hepatocellular carcinoma; Internal medicine; Gastroenterology; Liver disease; Etiology; Disease; Population; Stage (stratigraphy); Chronic liver disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001054969,0.0001342591,0.0003060814,0.0004280077,0.0006835753,0.000645656,0.0003596238,0.0004849207,0.003338947],"category_scores_gemma":[0.008031842,0.000102405,0.0003737055,0.0006111012,0.0002241984,0.000556355,0.00109535,0.0007177862,0.0001561303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990194,"about_ca_system_score_gemma":0.0009752143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248572,"about_ca_topic_score_gemma":0.01568121,"domain_scores_codex":[0.998906,0.0004251855,0.00008747696,0.0001474839,0.0001935589,0.0002402392],"domain_scores_gemma":[0.9971797,0.0005491218,0.001422199,0.00008784013,0.0001781775,0.0005829083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006560664,0.00004480863,0.9862937,0.00004501212,0.00005366784,0.0001580079,0.0004282282,0.00004839205,0.0000816122,0.0003277143,0.00127858,0.01117469],"study_design_scores_gemma":[0.00001360078,0.00005410716,0.9958801,0.0001956342,0.00005770773,0.0002957402,0.001051766,0.000450402,0.0000456329,0.0007477784,0.00119938,0.000008140776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828095,0.003985496,0.0002201196,0.007830791,0.0001314116,0.00001996108,0.0004589591,0.000007175778,0.004536549],"genre_scores_gemma":[0.9987037,0.0004798717,0.00006860959,0.0004771915,0.00006827259,0.00000523791,0.0001014394,0.000001321215,0.00009444755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01248572,"threshold_uncertainty_score":0.02482605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770797513459041,"score_gpt":0.3577947476827333,"score_spread":0.3100867725481429,"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."}}