{"id":"W2935771713","doi":"10.1016/j.cgh.2019.04.026","title":"Simple Clinical Tools to Predict Decompensation in Patients With Compensated Cirrhosis: An Unmet Need","year":2019,"lang":"en","type":"letter","venue":"Clinical Gastroenterology and Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Yale Liver Center; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Decompensation; Cirrhosis; Medicine; Ascites; Hepatic encephalopathy; Portal hypertension; Asymptomatic; Natural history; Gastroenterology; Stage (stratigraphy); Internal medicine; Portopulmonary hypertension","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":[0.002260848,0.000574839,0.001566047,0.0009241082,0.001387993,0.002374374,0.0008946698,0.01486658,0.003044541],"category_scores_gemma":[0.01886652,0.0004154013,0.0009605835,0.0006573144,0.001333539,0.002614008,0.0008846225,0.01577713,0.002477008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001886769,"about_ca_system_score_gemma":0.002513838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336843,"about_ca_topic_score_gemma":0.006667753,"domain_scores_codex":[0.997435,0.0009233051,0.000573203,0.0001999314,0.0006132925,0.0002551729],"domain_scores_gemma":[0.986803,0.007570107,0.0006593688,0.0002967734,0.002921112,0.001749687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003094282,0.0002136966,0.02989968,0.0002696537,0.00008441236,0.006476851,0.0002109594,0.0001920604,0.0005813865,0.002212224,0.8488407,0.1107089],"study_design_scores_gemma":[0.001266204,0.0009072588,0.06259134,0.004206293,0.0003000557,0.02808903,0.002922761,0.005186322,0.0008954348,0.04398474,0.8492653,0.0003852863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001802513,0.004201612,0.0001995088,0.9815352,0.01032622,0.000008279644,0.00006150307,0.00002436295,0.001840928],"genre_scores_gemma":[0.04167638,0.0107267,0.002014291,0.8111789,0.1300264,0.00005933346,0.0002426974,0.00003731552,0.00403804],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01486658,"threshold_uncertainty_score":0.01368952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04147175549397066,"score_gpt":0.3365176573095954,"score_spread":0.2950459018156247,"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."}}