{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008443861,0.0005495289,0.0007784783,0.001865397,0.0003922012,0.001200073,0.0006363322,0.00104724,0.001514972],"category_scores_gemma":[0.002146944,0.0001622682,0.000300451,0.001451642,0.0008926888,0.001243502,0.0009823336,0.001781098,0.0006387743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026504,"about_ca_system_score_gemma":0.001640108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177728,"about_ca_topic_score_gemma":0.002062351,"domain_scores_codex":[0.9995555,0.0001403805,0.00009542364,0.00005252529,0.0001081907,0.00004790589],"domain_scores_gemma":[0.9992664,0.0003191851,0.0001169515,0.00001473089,0.0001894629,0.00009320975],"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":[0.0001137677,0.00005376531,0.005548376,0.01139477,0.00007828173,0.00374253,0.000664608,0.0004262465,0.001028768,0.009431325,0.0794721,0.8880455],"study_design_scores_gemma":[0.00007216676,0.000225101,0.02889092,0.03727039,0.0002143181,0.04910266,0.00178585,0.000653658,0.0005853203,0.019344,0.8617075,0.0001480938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001096234,0.9880172,0.0004669206,0.00685582,0.0009263821,0.000009967071,0.00003941012,0.00002306997,0.002565004],"genre_scores_gemma":[0.01375952,0.9779533,0.001018257,0.002905509,0.003643341,0.00002785439,0.0001155294,0.000009370714,0.0005673244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001865397,"threshold_uncertainty_score":0.007447898,"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."}}