{"id":"W4224256652","doi":"10.1016/j.amsu.2022.103645","title":"Long-term outcomes of ablation, liver resection, and liver transplant as first-line treatment for solitary HCC of 3 cm or less using an intention-to-treat analysis: A retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"Roche","keywords":"Medicine; Radiofrequency ablation; Hepatocellular carcinoma; Proportional hazards model; Internal medicine; Milan criteria; Liver transplantation; Gastroenterology; Propensity score matching; Overall survival; Cohort; Surgery; Retrospective cohort study; Survival analysis; Ablation; Transplantation","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":[0.001286526,0.0002841848,0.0005117001,0.0005781204,0.0003770293,0.0005961191,0.0004464232,0.0003854,0.0006677079],"category_scores_gemma":[0.002177484,0.0003146875,0.001639927,0.0006212708,0.0003339053,0.0005191564,0.0003698936,0.0006300585,0.0001323633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659104,"about_ca_system_score_gemma":0.0004004696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151188,"about_ca_topic_score_gemma":0.002016836,"domain_scores_codex":[0.9991577,0.000218987,0.0001087815,0.000235359,0.0001663451,0.0001128634],"domain_scores_gemma":[0.9979825,0.000427973,0.001029782,0.0001998785,0.000128577,0.0002312629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001151774,0.00009018987,0.9967728,0.00001668948,0.0003486302,0.00009829216,0.00004391854,0.0001088223,0.0002707804,0.00002098159,0.00005127072,0.001025848],"study_design_scores_gemma":[0.0001290636,0.001263823,0.9958768,0.00001328419,0.0004545347,0.0006136017,0.0001645469,0.0009598054,0.0002393093,0.00005499066,0.0002144539,0.00001582591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999295,0.0002794441,0.0001350535,0.00001216495,0.000004636747,0.00001690093,0.0001431154,0.000001557712,0.0001120506],"genre_scores_gemma":[0.9995027,0.00007177846,0.00006057608,0.00001293925,0.000009245292,0.00002067237,0.0002764348,0.00000180386,0.00004389303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151188,"threshold_uncertainty_score":0.00680387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2883579106801091,"score_gpt":0.3663760246485455,"score_spread":0.07801811396843639,"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."}}