{"id":"W2127361086","doi":"10.1136/gut.2006.112169","title":"Cardiovascular determinants of survival in cirrhosis","year":2007,"lang":"en","type":"review","venue":"Gut","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cirrhosis; Medicine; Liver disease; Population; Mortality rate; Gastroenterology; Internal medicine; Model for End-Stage Liver Disease; Liver function; Liver transplantation; Transplantation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000264343,0.0001400011,0.00136333,0.0002031316,0.000006810858,0.000001940695,0.00005887185,0.0001525893,0.00002387501],"category_scores_gemma":[0.000005671806,0.0001127682,0.0007156021,0.0001950589,0.00001926026,0.0000204798,0.000008480825,0.0001174797,0.00004626387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003643356,"about_ca_system_score_gemma":0.0001461455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001626036,"about_ca_topic_score_gemma":0.00002565017,"domain_scores_codex":[0.9990308,0.00005860204,0.0003577785,0.0001758867,0.0002442038,0.0001327828],"domain_scores_gemma":[0.9995163,0.00005256329,0.00007102331,0.0002744186,0.00002842324,0.00005725292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001314007,0.00003863723,0.003186376,0.04275785,0.0006969941,0.000425491,0.00004714215,8.908429e-8,1.094926e-7,0.000004665676,0.000003778179,0.9528257],"study_design_scores_gemma":[0.001307525,0.00007565725,0.01967975,0.04731509,0.02344135,0.0001211462,0.000021367,0.00000165011,0.00001372727,0.000007642221,0.9077041,0.0003109628],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007848323,0.9971239,0.00001367511,4.940956e-7,0.0001333679,0.0003909743,0.00004342548,0.000009059536,0.001500268],"genre_scores_gemma":[0.001189842,0.9984795,0.00002925374,0.00000497628,0.00008724356,0.00001434977,0.0001108971,0.0000196916,0.00006418091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9525148,"threshold_uncertainty_score":0.4598556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09138556175433615,"score_gpt":0.3711527377104653,"score_spread":0.2797671759561292,"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."}}