{"id":"W4402538616","doi":"10.1245/s10434-024-16237-1","title":"ASO Author Reflections: Hepatic Resection as the Primary Treatment Modality for Hepatocellular Carcinoma After Orthotopic Liver Transplantation","year":2024,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Surgical oncology; Liver transplantation; Resection; Internal medicine; Hepatectomy; General surgery; Oncology; Transplantation; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003471816,0.000638882,0.001093025,0.0009918276,0.00209183,0.00387621,0.001589922,0.01609854,0.004754336],"category_scores_gemma":[0.02107874,0.000588636,0.001013802,0.001053969,0.001842152,0.00230923,0.001134635,0.03187838,0.005020916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301977,"about_ca_system_score_gemma":0.005049404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100403,"about_ca_topic_score_gemma":0.007389498,"domain_scores_codex":[0.9975566,0.0004578142,0.0004624414,0.000354456,0.0008538319,0.0003147897],"domain_scores_gemma":[0.9836544,0.007811063,0.00121838,0.0004054516,0.004517512,0.00239325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009896338,0.00004682655,0.00105771,0.00009158196,0.00001926174,0.0006889421,0.00010078,0.00006652558,0.0001741708,0.0007493855,0.9859319,0.01097403],"study_design_scores_gemma":[0.0001498267,0.0001326145,0.002685056,0.0005190124,0.0001011854,0.002419058,0.0006352175,0.0003139131,0.0008601466,0.002253479,0.9898123,0.0001181641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007394427,0.003172505,0.0002140151,0.7706332,0.2215514,0.00001416156,0.00009319851,0.00002989997,0.003552274],"genre_scores_gemma":[0.007186421,0.005790449,0.0003659345,0.6832592,0.2932936,0.00002746116,0.00005706339,0.00004908141,0.00997089],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01609854,"threshold_uncertainty_score":0.01836097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024563898551491,"score_gpt":0.3994791067485535,"score_spread":0.2970227168934044,"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."}}