{"id":"W4414189457","doi":"10.1002/jgh3.70255","title":"Challenges in the Treatment of Hepatorenal Syndrome–Acute Kidney Injury: A US Chart Review of Treatment Patterns and Survival Outcomes","year":2025,"lang":"en","type":"article","venue":"JGH Open","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Mallinckrodt Pharmaceuticals","keywords":"Kidney disease; Hepatorenal syndrome; Chart; MEDLINE; Kidney; Acute kidney injury","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":[0.002744816,0.000126438,0.0002178487,0.002875063,0.0003888984,0.0008824441,0.0004408027,0.0002540748,0.0006011351],"category_scores_gemma":[0.01158623,0.000181323,0.0003004198,0.005322932,0.0002737653,0.0007258377,0.0005567725,0.0003232278,0.00009573527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125362,"about_ca_system_score_gemma":0.002545379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02671448,"about_ca_topic_score_gemma":0.03144072,"domain_scores_codex":[0.9965367,0.00102639,0.001219306,0.0003341864,0.0006949397,0.0001884277],"domain_scores_gemma":[0.9712769,0.00514818,0.01755074,0.0007134271,0.004493151,0.0008175364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003219093,0.00001773911,0.9892367,0.0001395072,0.00004266131,0.0001661827,0.0003471848,0.00007571484,0.0001222753,0.00005545632,0.001445462,0.008318957],"study_design_scores_gemma":[0.000007071789,0.00004444299,0.9942099,0.000262162,0.00003655059,0.0005270528,0.001386952,0.0003871538,0.0002332658,0.00003014281,0.002865326,0.00001014099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759039,0.008951874,0.0009179161,0.00198299,0.00005083911,0.0001822998,0.008214802,0.00007052779,0.003724949],"genre_scores_gemma":[0.9926342,0.002443754,0.001156304,0.0003194885,0.00004026966,0.00007381541,0.003150414,0.00001018653,0.000171609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02671448,"threshold_uncertainty_score":0.05311793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06252532822231108,"score_gpt":0.366816365723487,"score_spread":0.3042910375011759,"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."}}