{"id":"W4392862592","doi":"10.1097/hep.0000000000000844","title":"AASLD Practice Guideline on noninvasive liver disease assessment of portal hypertension","year":2024,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Guideline; Medicine; Portal hypertension; Liver disease; Internal medicine; Intensive care medicine; Gastroenterology; General surgery; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009698879,0.0000992993,0.0001976665,0.0001087883,0.00002306207,0.00000535977,0.0000307125,0.00005810616,0.0002947901],"category_scores_gemma":[0.00004290151,0.0000788615,0.00008949343,0.0000961436,0.00004432665,0.00008971777,0.00001110954,0.0001266029,0.00008763547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000274651,"about_ca_system_score_gemma":0.0003825914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001017165,"about_ca_topic_score_gemma":0.000009258359,"domain_scores_codex":[0.9991192,0.00005977725,0.0002481663,0.0002374749,0.0002110185,0.0001243444],"domain_scores_gemma":[0.9992529,0.0002205406,0.00004944784,0.0001763389,0.0001631656,0.000137671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007126857,0.004718635,0.3736211,0.005471405,0.004513416,0.3564264,0.001415574,0.00009503406,0.01065717,0.136109,0.08629774,0.01354766],"study_design_scores_gemma":[0.01197019,0.006174608,0.4832923,0.004069204,0.03474793,0.01703089,0.001038448,0.273832,0.01585914,0.002192634,0.1482885,0.001504109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690546,0.002908922,0.002079231,0.01001314,0.0007485036,0.0005446438,0.0001280888,0.0001434011,0.01437944],"genre_scores_gemma":[0.9939741,0.0008084424,0.001294207,0.003377985,0.0001018201,0.00001269938,0.0003107315,0.00001513698,0.0001049003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3393955,"threshold_uncertainty_score":0.3227744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556433575517889,"score_gpt":0.337686088553544,"score_spread":0.3121217527983651,"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."}}