{"id":"W4386362249","doi":"10.1016/j.hpb.2023.07.185","title":"DRAGON 2 - Protocol - An International Multicentre Randomized Controlled Trial Comparing Combined Portal and Hepatic Vein Embolization (PVE/HVE) with PVE Alone","year":2023,"lang":"en","type":"article","venue":"HPB","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Maastricht Universitair Medisch Centrum; Universiteit Maastricht; Rush University","keywords":"Medicine; Portal vein embolization; Portal vein; Randomized controlled trial; Embolization; Protocol (science); Radiology; Surgery; Hepatectomy; Pathology","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":[0.0002935478,0.0001380511,0.0006525955,0.0001379869,0.00006583251,0.00004944605,0.00004444137,0.00004627335,0.00009903465],"category_scores_gemma":[0.00005057113,0.00009771813,0.00007966103,0.0001153539,0.00005256023,0.0002186159,0.00001002592,0.00007481633,0.00001595426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001803314,"about_ca_system_score_gemma":0.00006858959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009248583,"about_ca_topic_score_gemma":0.00005293353,"domain_scores_codex":[0.9988079,0.0001427876,0.000366816,0.0002122572,0.000328211,0.0001420215],"domain_scores_gemma":[0.9993704,0.0001436507,0.0001477642,0.0001127379,0.0001035171,0.0001219411],"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":[0.979996,0.000352572,0.0171342,0.0001319657,0.0006268588,0.0001105898,0.001080655,0.00006385963,0.000162141,0.0001504495,0.00002417981,0.0001664845],"study_design_scores_gemma":[0.8249109,0.0003416156,0.01211846,0.0001390583,0.0008688344,0.000008929776,0.0001201538,0.1612614,0.0001015952,0.00002185737,0.00001246982,0.00009479002],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174146,0.000003818608,0.0006499747,0.00008491457,0.0001434669,0.08085246,0.000008040884,0.0001355172,0.000707234],"genre_scores_gemma":[0.9720675,0.00001191383,0.0001885467,0.00007638828,0.0001632643,0.02641871,0.0008091488,0.00001927983,0.0002451884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611975,"threshold_uncertainty_score":0.3984829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391428919086223,"score_gpt":0.2934692685628836,"score_spread":0.2795549793720213,"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."}}