{"id":"W4396840764","doi":"10.3748/wjg.v30.i18.2397","title":"Endohepatology: Arrival at the frontier of interventional endosonography","year":2024,"lang":"en","type":"editorial","venue":"World Journal of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hepatology; Endoscopic ultrasound; Radiology; Endoscopy; Portal hypertension; Interventional radiology; Liver biopsy; Percutaneous; General surgery; Internal medicine; Varices; Therapeutic endoscopy; Biopsy; 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":[0.005682856,0.002687495,0.00282816,0.002545634,0.002454497,0.005572133,0.002281374,0.011175,0.004933463],"category_scores_gemma":[0.01721724,0.0009994812,0.001819411,0.0009665388,0.002934964,0.004993947,0.001112096,0.01751416,0.005145244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226953,"about_ca_system_score_gemma":0.002036103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008764468,"about_ca_topic_score_gemma":0.0018932,"domain_scores_codex":[0.9969956,0.0006758929,0.0004556407,0.0003426765,0.001329612,0.0002005908],"domain_scores_gemma":[0.9846383,0.007704596,0.0008545311,0.0003840384,0.004145236,0.002273327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000553814,0.00002108104,0.00006081163,0.0004546382,0.00002286785,0.0003245161,0.00003547683,0.00003718624,0.00008802752,0.0005196821,0.9888937,0.009486716],"study_design_scores_gemma":[0.00006770047,0.00006141765,0.0003532173,0.0006502541,0.00006204551,0.001182969,0.00006384153,0.0001573351,0.0001691196,0.001362044,0.9958476,0.00002239126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005836516,0.01002926,0.0001268127,0.029971,0.9588565,0.00001044396,0.00001572532,0.00004350433,0.0008884541],"genre_scores_gemma":[0.0003532397,0.005516755,0.00008581745,0.0146503,0.9773183,0.000008762357,0.000007859157,0.0000158281,0.002043075],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.011175,"threshold_uncertainty_score":0.03005415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00834368876943441,"score_gpt":0.2707066120822568,"score_spread":0.2623629233128224,"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."}}