{"id":"W4411620377","doi":"10.4254/wjh.v17.i6.104761","title":"Advances in the diagnosis and management of clinically significant portal hypertension in cirrhosis: A narrative review","year":2025,"lang":"en","type":"review","venue":"World Journal of Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Medicine; Portal hypertension; Portal venous pressure; Decompensation; Ascites; Cirrhosis; Transjugular intrahepatic portosystemic shunt; Internal medicine; Esophageal varices; Varices; Gastroenterology; Hepatic encephalopathy; Sclerotherapy; Radiology","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":[0.0007997548,0.0001666539,0.001902186,0.0004155238,0.000014142,0.000002613516,0.0001323267,0.0000687499,0.00002181195],"category_scores_gemma":[0.00003939384,0.00009432133,0.0002825218,0.0004786579,0.0000715882,0.00005766229,0.00001795509,0.0003890552,6.769156e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002309997,"about_ca_system_score_gemma":0.0002089914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006852918,"about_ca_topic_score_gemma":0.00006078807,"domain_scores_codex":[0.9974501,0.0004836736,0.001593682,0.0001654673,0.0001895475,0.0001175557],"domain_scores_gemma":[0.9982278,0.0006799629,0.0008327909,0.0001379498,0.00007832474,0.00004314959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002056717,0.0004512277,0.0252192,0.2139264,0.0005764066,0.008698817,0.000257288,1.756903e-7,3.789722e-8,0.0003590345,0.0006145325,0.7496912],"study_design_scores_gemma":[0.001742259,0.0005201807,0.003966916,0.7242582,0.0145963,0.001378564,0.0004316428,0.000001245353,2.909133e-7,0.0001559104,0.2527696,0.0001788766],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003720515,0.997299,0.000003119776,0.0008703466,0.0001065778,0.0008355075,0.000007559226,0.000001369445,0.0005045247],"genre_scores_gemma":[0.004220593,0.9949325,0.0001097543,0.0006109556,0.00002090974,0.00007329332,0.00001515637,0.000005965717,0.00001089387],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7495123,"threshold_uncertainty_score":0.3846312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531748401579932,"score_gpt":0.3830747143326254,"score_spread":0.3377572303168261,"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."}}