{"id":"W4324045720","doi":"10.1097/cld.0000000000000024","title":"Hepatorenal syndrome: updates","year":2023,"lang":"en","type":"article","venue":"Clinical Liver Disease","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Hepatorenal syndrome; Ascites; Cirrhosis; Medicine; Acute kidney injury; Creatinine; Internal medicine; Gastroenterology; Intensive care unit; Intensive care medicine; Kidney disease; Renal replacement therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002091819,0.0001203476,0.0002255519,0.00008425346,0.00006598062,0.00001729541,0.0000848738,0.00006514403,0.0006103438],"category_scores_gemma":[0.00006678807,0.0001013721,0.0002825145,0.0002657626,0.0001231195,0.0001067224,0.00003494395,0.0001483476,0.005332311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001380988,"about_ca_system_score_gemma":0.0001725689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008812761,"about_ca_topic_score_gemma":0.000001133732,"domain_scores_codex":[0.9987609,0.00007172504,0.0003274395,0.0003344547,0.0002700382,0.0002354034],"domain_scores_gemma":[0.9985043,0.000213546,0.00004265529,0.000296833,0.00005999939,0.0008826558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008730853,0.000359701,0.9810269,0.0002442922,0.0002909501,0.007490062,0.00003624524,0.00000210129,0.000007439769,0.0005104826,0.007489218,0.001669453],"study_design_scores_gemma":[0.001421265,0.0001337775,0.9941511,0.0001153958,0.001213447,0.00001734488,0.00001570091,0.0009354175,0.00001341678,0.0005440147,0.001315682,0.0001235066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972605,0.0003406356,0.0000249144,0.0008043617,0.000295792,0.0002711995,0.0001664644,0.0003466767,0.0004895235],"genre_scores_gemma":[0.9957092,0.001020614,0.00004542043,0.001226146,0.0002399617,0.00002377611,0.0008037851,0.00002104373,0.000909986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01312406,"threshold_uncertainty_score":0.9954422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06917134859799472,"score_gpt":0.3713257960879658,"score_spread":0.3021544474899711,"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."}}