{"id":"W4319827772","doi":"10.1080/00365521.2023.2175619","title":"Decompensation as initial presentation in patients with liver cirrhosis is associated with an increased risk of future decompensation and mortality","year":2023,"lang":"en","type":"article","venue":"Scandinavian Journal of Gastroenterology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Norgine; Universiteit Utrecht; ZonMw; Instituto de Salud Carlos III; U.S. Department of Veterans Affairs; Canadian Liver Foundation; European Commission","keywords":"Decompensation; Medicine; Cirrhosis; Hepatocellular carcinoma; Internal medicine; Cohort; Gastroenterology; Retrospective cohort study; Liver transplantation; Cohort study; Risk factor; Transplantation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004727627,0.0001837951,0.0003152911,0.0002741218,0.0002037789,0.0005379489,0.0002299058,0.0002469219,0.001662905],"category_scores_gemma":[0.001505531,0.0001461955,0.0005741062,0.0004525397,0.0001766413,0.0002530618,0.0003866949,0.0004094133,0.0001781006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003050667,"about_ca_system_score_gemma":0.0003674175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003942822,"about_ca_topic_score_gemma":0.004327319,"domain_scores_codex":[0.9997246,0.00007238115,0.00002756012,0.00008033141,0.00003188043,0.00006324043],"domain_scores_gemma":[0.9984385,0.0001994099,0.0008946859,0.00009299415,0.00008666232,0.0002877385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008635271,0.00001078239,0.998855,0.00000652094,0.00002908328,0.00008114547,0.0000163738,0.0000282284,0.000187826,0.00000607301,0.00004075607,0.0006518117],"study_design_scores_gemma":[0.000004059311,0.00004210793,0.999474,0.000003171463,0.00001698492,0.0002497651,0.00004642744,0.00006935265,0.00002768879,0.00001052649,0.00005464946,0.000001266944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991527,0.0003931053,0.00006480036,0.00005594329,0.000005405701,0.000003201709,0.0001412594,0.000002269698,0.0001813994],"genre_scores_gemma":[0.9995112,0.0001234286,0.00005765593,0.00001450346,0.00001258411,0.000002878027,0.0001972896,0.000001345673,0.0000790434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003942822,"threshold_uncertainty_score":0.007839739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245699222609308,"score_gpt":0.2665563993975841,"score_spread":0.2419864771366533,"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."}}