{"id":"W2907812174","doi":"10.1016/j.jhep.2018.12.027","title":"Outcomes of radiofrequency ablation as first-line therapy for hepatocellular carcinoma less than 3 cm in potentially transplantable patients","year":2019,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hazard ratio; Milan criteria; Radiofrequency ablation; Internal medicine; Incidence (geometry); Proportional hazards model; Retrospective cohort study; Gastroenterology; Carcinoma; Cohort; Surgery; Ablation; Liver transplantation; Transplantation; Confidence interval","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":[0.0003199559,0.0001803403,0.0004432833,0.0004023508,0.0003577187,0.0006180846,0.0002143279,0.0003422353,0.001265717],"category_scores_gemma":[0.002134407,0.00009363806,0.0009121382,0.0004125721,0.0002533321,0.0005217246,0.0004856852,0.0005425985,0.0001489021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005392277,"about_ca_system_score_gemma":0.0002853299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154064,"about_ca_topic_score_gemma":0.001705891,"domain_scores_codex":[0.9997705,0.00004804229,0.00002374006,0.00003011874,0.00003111816,0.00009656535],"domain_scores_gemma":[0.9990039,0.0002254177,0.0003984919,0.0000398059,0.00004563977,0.0002867022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001886435,0.0001037695,0.984229,0.00004499995,0.0001559906,0.001054675,0.00009557348,0.0005998034,0.0005967956,0.0001257125,0.000393693,0.01071367],"study_design_scores_gemma":[0.00004412135,0.0007442762,0.9956518,0.00002552783,0.0001315276,0.001761474,0.0002819863,0.0006310536,0.0001632544,0.0003189739,0.0002294781,0.00001664488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976152,0.0009479146,0.0001713329,0.00017,0.00002000794,0.00000494502,0.000202477,0.000004609772,0.0008634606],"genre_scores_gemma":[0.9993529,0.0001836622,0.00002668698,0.0000322585,0.00002583598,0.000003379177,0.0003003889,0.000001773098,0.00007309844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001265717,"threshold_uncertainty_score":0.004234195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807691312909185,"score_gpt":0.256782428152019,"score_spread":0.2187055150229272,"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."}}