{"id":"W4405259999","doi":"10.1016/j.jhepr.2024.101300","title":"Non-invasive assessment of portal hypertension: Liver stiffness and beyond","year":2024,"lang":"en","type":"review","venue":"JHEP Reports","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ludwig Boltzmann Gesellschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Portal hypertension; Medicine; Internal medicine; Cardiology; Cirrhosis","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":[0.001108856,0.0007228443,0.002020028,0.003581293,0.0002151815,0.001384766,0.0007679485,0.00108582,0.004414175],"category_scores_gemma":[0.003153111,0.0002654489,0.001028772,0.002341317,0.0005347186,0.001366123,0.0006721613,0.001465782,0.001581655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004682667,"about_ca_system_score_gemma":0.001374579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337049,"about_ca_topic_score_gemma":0.002253684,"domain_scores_codex":[0.9995047,0.000120444,0.0001284243,0.0000586012,0.0001553104,0.00003260389],"domain_scores_gemma":[0.9981224,0.001232696,0.0002233779,0.00003910746,0.0003253525,0.00005710346],"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":[0.0001047888,0.0000413182,0.0004908991,0.04131752,0.0002813259,0.0002353285,0.00007387419,0.0001618719,0.0004404653,0.00172185,0.02568021,0.9294505],"study_design_scores_gemma":[0.00005584442,0.0001338089,0.00378049,0.04604143,0.0006809747,0.005188327,0.0001476822,0.0001474291,0.0003976089,0.002587711,0.9407921,0.00004647962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006330198,0.9989298,0.00005277581,0.0002666667,0.0001597033,0.000004655155,0.00001862593,0.000003183787,0.0005012729],"genre_scores_gemma":[0.0006551315,0.9984345,0.0001338527,0.0002493258,0.0002604148,0.00000670364,0.00003938652,0.000001376515,0.0002193578],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004414175,"threshold_uncertainty_score":0.01476687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03439928864060379,"score_gpt":0.3336309422470708,"score_spread":0.299231653606467,"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."}}