{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007368244,0.0002490615,0.0004011551,0.0008950347,0.0003332613,0.0006196585,0.0003702897,0.0002214673,0.001178353],"category_scores_gemma":[0.001749675,0.0002481608,0.0007059571,0.001300687,0.0002485842,0.0004675927,0.0007990104,0.0004334761,0.0001272567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005515077,"about_ca_system_score_gemma":0.0004975721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008285221,"about_ca_topic_score_gemma":0.009198711,"domain_scores_codex":[0.9992493,0.0001451431,0.0001573283,0.0001572987,0.00013949,0.0001513554],"domain_scores_gemma":[0.9981151,0.0002690886,0.001091117,0.00009321126,0.0001198391,0.0003117986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002720291,0.000007665971,0.9995669,0.000004425914,0.00003536235,0.00002067486,0.0000210997,0.00002248707,0.00002200404,0.000004986964,0.00003581503,0.0002313249],"study_design_scores_gemma":[0.00000320428,0.00002584592,0.9994059,0.000006988099,0.00001935342,0.00007820507,0.0001856897,0.0001950362,0.00002068794,0.000008879565,0.00004823486,0.000001953337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991271,0.000125825,0.00003445371,0.00002057721,0.000003197245,0.000003707087,0.0005602964,0.000001555033,0.0001234021],"genre_scores_gemma":[0.9992265,0.00005739929,0.00002024155,0.000009687886,0.000005029504,0.00000389522,0.00063989,7.656848e-7,0.00003663328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008285221,"threshold_uncertainty_score":0.01647401,"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."}}