{"id":"W3174638716","doi":"10.1002/hep.32033","title":"Test–Retest Reliability and Consistency of HVPG and Impact on Trial Design: A Study in 289 Patients from 20 Randomized Controlled Trials","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cirrhosis; Placebo; Randomized controlled trial; Context (archaeology); Internal medicine; Clinical trial; Portal venous pressure; Portal hypertension; Gastroenterology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2066292,0.001877602,0.009880723,0.004935969,0.001062432,0.003630002,0.002045142,0.002999919,0.004288904],"category_scores_gemma":[0.3969509,0.001948574,0.01420167,0.006696285,0.002415581,0.00343956,0.002470454,0.001688068,0.0007054053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327911,"about_ca_system_score_gemma":0.003434373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004958549,"about_ca_topic_score_gemma":0.0009019652,"domain_scores_codex":[0.6841025,0.1723981,0.1051321,0.01498705,0.02133441,0.00204594],"domain_scores_gemma":[0.4478949,0.4346948,0.08135225,0.02139831,0.01334817,0.001311528],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.2166265,0.001686755,0.181572,0.1650271,0.2850966,0.001734991,0.003768053,0.003430689,0.003397606,0.001580679,0.003914576,0.1321644],"study_design_scores_gemma":[0.214606,0.0278586,0.2644922,0.03909368,0.4124201,0.004055315,0.001102729,0.005343929,0.005655012,0.003782966,0.02099482,0.0005946978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4947018,0.392544,0.0340846,0.001274247,0.0006279322,0.05856102,0.01357782,0.0003886413,0.004239919],"genre_scores_gemma":[0.9214929,0.01862039,0.02110399,0.0009956085,0.0001876644,0.0325803,0.00440255,0.0001502844,0.0004662882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7933708,"threshold_uncertainty_score":0.9783675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829537992597603,"score_gpt":0.3322034786737119,"score_spread":0.2939080987477359,"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."}}