{"id":"W2792982033","doi":"10.21037/hbsn.2018.02.03","title":"Loco-regional treatments on the liver transplant waiting list: unmasking hepatocellular carcinoma (HCC) biology","year":2018,"lang":"en","type":"letter","venue":"HepatoBiliary Surgery and Nutrition","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Liver Foundation","keywords":"Medicine; Hepatocellular carcinoma; Liver transplantation; Cirrhosis; Milan criteria; Liver cancer; Internal medicine; Transplantation; Gastroenterology; Oncology; General surgery; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003707768,0.0002563303,0.0005562432,0.0003399887,0.001098902,0.001038307,0.0004657817,0.005268936,0.006177232],"category_scores_gemma":[0.003581327,0.0001120542,0.0003901074,0.0003604496,0.0008616007,0.001208737,0.0005279608,0.005453664,0.002969516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391418,"about_ca_system_score_gemma":0.000800883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051503,"about_ca_topic_score_gemma":0.002489751,"domain_scores_codex":[0.9996346,0.0001266741,0.00002967481,0.00003809979,0.00008864703,0.00008220761],"domain_scores_gemma":[0.9992179,0.0003149713,0.00009246277,0.00003272067,0.0001297652,0.0002123202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002378383,0.0001238215,0.0207144,0.0003221298,0.00004613425,0.09020015,0.0003475518,0.0003215739,0.001296212,0.007543267,0.7386195,0.1402275],"study_design_scores_gemma":[0.0002074659,0.0002573004,0.01556347,0.001559177,0.0001078471,0.2448952,0.001242675,0.001257009,0.0008861149,0.02989552,0.7040576,0.00007059332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0112274,0.02973722,0.0007381495,0.9159289,0.0149942,0.00003672083,0.0001412705,0.00006170144,0.02713446],"genre_scores_gemma":[0.1829223,0.05267183,0.001613298,0.6079822,0.1378978,0.0000789948,0.000350012,0.00005594731,0.0164276],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006177232,"threshold_uncertainty_score":0.02066493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006805712992458,"score_gpt":0.2408434570741007,"score_spread":0.1401628857748549,"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."}}