{"id":"W4410221646","doi":"10.1016/j.jhepr.2025.101451","title":"SBRT for bridging and downstaging HCC before transplant","year":2025,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Bridging (networking); Medicine; Oncology; Computer science","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":[0.0009131025,0.00008988156,0.0002566218,0.0004788227,0.000127526,0.0003427098,0.000145449,0.0001122746,0.001216106],"category_scores_gemma":[0.001550383,0.0000416843,0.0004908686,0.0004299355,0.0001787612,0.0002048271,0.0001926841,0.000240711,0.0001834635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003708312,"about_ca_system_score_gemma":0.0004948513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000460921,"about_ca_topic_score_gemma":0.0007886288,"domain_scores_codex":[0.9997548,0.00009187923,0.00003959969,0.0000238152,0.00006156285,0.00002830138],"domain_scores_gemma":[0.9980264,0.000642973,0.001003743,0.00009370636,0.0001288026,0.0001041777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002465778,0.0001836481,0.5553869,0.001947084,0.0003496108,0.002487158,0.000334931,0.001265841,0.009247949,0.0008328462,0.002480005,0.4230182],"study_design_scores_gemma":[0.0003810419,0.00608282,0.8932189,0.001777558,0.000974537,0.03075108,0.0006137079,0.003546912,0.02453396,0.001941471,0.03614563,0.00003238231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429483,0.04810208,0.003574886,0.0007175573,0.00006912837,0.0001049476,0.0003740387,0.00005141928,0.004057618],"genre_scores_gemma":[0.9910897,0.00713149,0.0008538549,0.0001881509,0.0001043199,0.00002695174,0.000338152,0.000008777782,0.0002586219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001216106,"threshold_uncertainty_score":0.00482899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514606712019396,"score_gpt":0.2610319484260779,"score_spread":0.2358858813058839,"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."}}