{"id":"W4413777371","doi":"10.2147/ceor.s530832","title":"Early Diagnosis and Timely Terlipressin in Hepatorenal Syndrome Improves Projected Outcomes and Lowers Cost","year":2025,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals; Ultragenyx Pharmaceutical; Gilead Sciences","keywords":"Terlipressin; Hepatorenal syndrome; Medicine; Intensive care medicine; Internal medicine; Cirrhosis","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":[0.001731531,0.0005833227,0.0005754599,0.0006248072,0.0002434129,0.001414337,0.0005824727,0.0006393309,0.004835478],"category_scores_gemma":[0.004947965,0.0004121405,0.001197372,0.0005703815,0.0002302756,0.0007724329,0.0006892023,0.0008976211,0.0002362558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002865228,"about_ca_system_score_gemma":0.00276939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370473,"about_ca_topic_score_gemma":0.009507696,"domain_scores_codex":[0.9991342,0.0005390955,0.00002600046,0.00008877893,0.0000627873,0.0001491603],"domain_scores_gemma":[0.9977967,0.001443493,0.0003658807,0.00004175029,0.0001604444,0.0001917355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00103026,0.000238146,0.04314042,0.0001600707,0.0003706757,0.0002341913,0.00004471904,0.9365362,0.000349548,0.004535412,0.001605768,0.01175454],"study_design_scores_gemma":[0.0004141621,0.0007627042,0.01832204,0.0001300264,0.0003843664,0.0002279823,0.0001694753,0.9708847,0.0004787831,0.006439651,0.001751894,0.00003423005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614514,0.0008609697,0.02231662,0.002723431,0.00004418457,0.0003033255,0.003716809,0.00007295761,0.008510308],"genre_scores_gemma":[0.995145,0.0002861965,0.003034855,0.0001099834,0.000008844247,0.00007957871,0.0006512582,0.000005381452,0.00067879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370473,"threshold_uncertainty_score":0.02724987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05124886025677959,"score_gpt":0.4158430063038175,"score_spread":0.3645941460470379,"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."}}