{"id":"W4389097804","doi":"10.1002/jgh3.12985","title":"Outcomes among patients with hepatorenal syndrome based on hospital teaching and transplant status: Analysis of 159 845 hospitalizations","year":2023,"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":"Mallinckrodt Pharmaceuticals","keywords":"Medicine; Hepatorenal syndrome; Etiology; Logistic regression; Internal medicine; Psychological intervention; Liver disease; Liver transplantation; Disease; Complication; Transplantation; Odds ratio; Pediatrics; Emergency medicine; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001036485,0.0001177099,0.0003194283,0.0003001064,0.0001102774,0.00004276061,0.00007901519,0.00003478317,0.00005387157],"category_scores_gemma":[0.00001022592,0.00008463947,0.0000711352,0.0004500002,0.00005422074,0.0002040121,0.00001126123,0.00008391478,0.000004212245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001752089,"about_ca_system_score_gemma":0.00006050284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701997,"about_ca_topic_score_gemma":0.00007952203,"domain_scores_codex":[0.9991302,0.0000435699,0.0001813575,0.0002178067,0.0002701362,0.0001568662],"domain_scores_gemma":[0.9994863,0.00008555916,0.00007177809,0.0001739911,0.00004873803,0.0001336752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225538,0.0002191645,0.9959303,0.00007062863,0.001279287,0.00006101073,0.001844823,0.0003212129,0.000001665389,0.0000693624,0.00001818239,0.00006181363],"study_design_scores_gemma":[0.002331009,0.000552597,0.989555,0.000182864,0.003860885,2.385685e-7,0.0001676144,0.003208898,0.00001587977,0.000007535887,0.000004168947,0.000113323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980557,0.000004140848,0.0002014556,0.00009594105,0.00003102529,0.0005917713,0.0005978508,0.00003545879,0.000386686],"genre_scores_gemma":[0.997111,0.000007039841,0.0001330262,0.0000713226,0.000003654072,0.00003146076,0.002562755,0.00001546592,0.00006428365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006375309,"threshold_uncertainty_score":0.3451498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007418676525405209,"score_gpt":0.25534080358054,"score_spread":0.2479221270551348,"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."}}