{"id":"W4212836452","doi":"10.1016/j.curtheres.2022.100663","title":"The Hepatorenal Syndrome Patient Pathway: Retrospective Analysis of Electronic Health Records","year":2022,"lang":"en","type":"article","venue":"Current Therapeutic Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mallinckrodt Pharmaceuticals","keywords":"Medicine; Hepatorenal syndrome; Internal medicine; Odds ratio; Retrospective cohort study; Chronic liver disease; Liver disease; Medical record; 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":[0.002991464,0.0003085592,0.000670447,0.00341239,0.0006368015,0.001542928,0.0007750674,0.0004852485,0.001291191],"category_scores_gemma":[0.01040222,0.0006380733,0.0006019113,0.007949989,0.0004017678,0.001205049,0.001412182,0.0007839907,0.0003705944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182617,"about_ca_system_score_gemma":0.001983989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689346,"about_ca_topic_score_gemma":0.0146585,"domain_scores_codex":[0.994066,0.001484631,0.001499552,0.001162892,0.001245085,0.0005418419],"domain_scores_gemma":[0.9849279,0.003306721,0.007796281,0.001415736,0.001803068,0.0007502964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007486341,0.00003041057,0.9983146,0.00004530068,0.00008369876,0.0001014177,0.0001024132,0.00004367839,0.000045056,0.00002567426,0.00030651,0.0008262441],"study_design_scores_gemma":[0.00003034251,0.00006766684,0.9969518,0.0000775913,0.00009272197,0.000626475,0.0005713563,0.0006481713,0.0001108952,0.00003621604,0.0007747074,0.00001183584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987904,0.0006811041,0.0003447515,0.0001084655,0.00001076538,0.0001306074,0.01027439,0.00001412989,0.0005319392],"genre_scores_gemma":[0.9892992,0.0003618597,0.0005364571,0.0001221389,0.00002061207,0.0001483098,0.00940454,0.000007174157,0.00009972598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689346,"threshold_uncertainty_score":0.03359032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0719558920415059,"score_gpt":0.3979126215268403,"score_spread":0.3259567294853344,"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."}}