{"id":"W4386989422","doi":"10.1016/j.jhepr.2023.100911","title":"Cardiomyopathy in cirrhosis: From pathophysiology to clinical care","year":2023,"lang":"en","type":"review","venue":"JHEP Reports","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Transjugular intrahepatic portosystemic shunt; Cirrhosis; Hepatorenal syndrome; Cardiology; Hyperdynamic circulation; Pathophysiology; Cardiomyopathy; Internal medicine; Heart failure; Liver disease; Ejection fraction; Portal hypertension; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002589045,0.0002868632,0.002172725,0.0002450015,0.00002288942,0.00001082576,0.00007342494,0.000416478,0.00003404975],"category_scores_gemma":[0.00006546544,0.000234308,0.0008082088,0.0003531255,0.00002300269,0.0000285688,0.00005103424,0.000385121,0.0003473012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151071,"about_ca_system_score_gemma":0.0005819647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004350744,"about_ca_topic_score_gemma":0.00005119102,"domain_scores_codex":[0.9972248,0.0002046877,0.001309879,0.0007865593,0.0002351877,0.0002388578],"domain_scores_gemma":[0.9985124,0.0001740654,0.0003055492,0.0006940896,0.00006899174,0.0002449158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006342499,0.0001038895,0.02045314,0.0241285,0.001134,0.06760596,0.0006383383,9.374693e-7,9.030495e-7,0.000002364159,0.0008614251,0.8850071],"study_design_scores_gemma":[0.0005932396,0.0002779861,0.07502916,0.04282902,0.01269639,0.0003027812,0.0001861869,5.014911e-7,7.389561e-7,0.0001996185,0.86729,0.0005943375],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005722987,0.9906367,0.000003247793,0.00001673712,0.001570598,0.001336874,0.0001854371,0.0001075,0.0004199296],"genre_scores_gemma":[0.001444144,0.9937043,0.00005748753,0.0001683498,0.001078885,0.0003371499,0.003043308,0.00006926664,0.00009707429],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8844128,"threshold_uncertainty_score":0.9554804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09798074427274693,"score_gpt":0.4346869993754425,"score_spread":0.3367062551026956,"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."}}