{"id":"W4387410102","doi":"10.1097/hep.0000000000000618","title":"Noninvasive assessment of hepatic decompensation","year":2023,"lang":"en","type":"review","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Novo Nordisk Fonden","keywords":"Decompensation; Medicine; Intensive care medicine; Internal 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":[0.001488847,0.0005600557,0.001041647,0.002187976,0.0002033706,0.001060238,0.0004305395,0.0005706599,0.00190691],"category_scores_gemma":[0.003021639,0.0001970702,0.0007554103,0.001334029,0.0006426674,0.0009204253,0.0005785162,0.001111306,0.001003465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005127623,"about_ca_system_score_gemma":0.0008341355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574907,"about_ca_topic_score_gemma":0.002384913,"domain_scores_codex":[0.9990441,0.0002864388,0.0001915823,0.00009612184,0.0003138157,0.00006782012],"domain_scores_gemma":[0.998638,0.0006992347,0.0001913872,0.00004331235,0.000368293,0.00005966313],"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":[0.0002244926,0.0000333341,0.00567624,0.01358467,0.0003108824,0.0008867328,0.0002021348,0.000437932,0.002724711,0.002944616,0.03450891,0.9384654],"study_design_scores_gemma":[0.00005307603,0.0003155034,0.0299829,0.01696626,0.0007312951,0.01057395,0.0003368792,0.0006130865,0.0044449,0.005180217,0.9306841,0.0001178687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001773549,0.9889035,0.001992688,0.00184079,0.0006283493,0.00002846021,0.0001834765,0.00006975263,0.004579443],"genre_scores_gemma":[0.01590257,0.9777564,0.002460171,0.001156744,0.00106349,0.0000461076,0.0002740708,0.00001590547,0.001324459],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002187976,"threshold_uncertainty_score":0.007873893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078367556838256,"score_gpt":0.4366379057557442,"score_spread":0.3288011500719186,"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."}}