{"id":"W4408894679","doi":"10.1055/s-0045-1805378","title":"Endoscopic Ultrasound Guided Liver Biopsy And Portal Pressure Gradient Measurement Compared To The Transjugular Approach: A Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Endoscopy","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Endoscopic ultrasound; Randomized controlled trial; Radiology; Endoscopy; Ultrasound; Surgery","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":[0.001015674,0.0003637066,0.001651931,0.0001534369,0.0001958069,0.00009471898,0.0001499554,0.00007658927,0.0001647911],"category_scores_gemma":[0.000444506,0.0002030387,0.0005412733,0.0002096431,0.0001458523,0.00004456933,0.0000333043,0.0001439812,0.00001278775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007324387,"about_ca_system_score_gemma":0.0002058596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000197518,"about_ca_topic_score_gemma":0.00001168602,"domain_scores_codex":[0.9973372,0.0004454406,0.0006665999,0.000524664,0.0006672289,0.0003588251],"domain_scores_gemma":[0.9984542,0.0004863205,0.000127894,0.0005012215,0.000164869,0.0002655686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9675794,0.002817524,0.003327895,0.0002409555,0.008065573,0.000104448,0.001656677,0.00006374813,0.0007051409,0.002930293,0.01236991,0.0001384834],"study_design_scores_gemma":[0.9858352,0.0002719199,0.002665326,0.0002144552,0.006471559,0.00001455256,0.0001613021,0.0003660116,0.001114511,0.00006480714,0.002676557,0.0001437771],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209911,0.02715544,0.001982396,0.003043429,0.001536988,0.03565165,0.00006340363,0.0001552692,0.009420286],"genre_scores_gemma":[0.9919678,0.000335044,0.001075082,0.0006899883,0.0001790574,0.005011381,0.00004325012,0.00002037932,0.0006779908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07097669,"threshold_uncertainty_score":0.8279676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579990934845361,"score_gpt":0.2767937587759355,"score_spread":0.2509938494274819,"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."}}