{"id":"W2742240275","doi":"10.5604/01.3001.0010.2776","title":"Wait Time for Curative Intent Radio Frequency Ablation is Associated with Increased Mortality in Patients with Early Stage Hepatocellular Carcinoma","year":2017,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Stage (stratigraphy); Internal medicine; Radiofrequency ablation; Liver transplantation; Hepatitis C; Proportional hazards model; Gastroenterology; Liver disease; Multivariate analysis; Retrospective cohort study; Liver cancer; Surgery; Ablation; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003600177,0.0003145182,0.0008989176,0.00018995,0.0001657616,0.00002618073,0.0001858121,0.0002274881,0.0001222487],"category_scores_gemma":[0.0002510535,0.0002382753,0.0001568387,0.0001320919,0.0002718497,0.000279688,0.00003713396,0.0001757698,0.00001118236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008316029,"about_ca_system_score_gemma":0.0002308047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004508296,"about_ca_topic_score_gemma":0.0003355391,"domain_scores_codex":[0.9980731,0.0001540104,0.0004989325,0.0004700096,0.0003389339,0.000465028],"domain_scores_gemma":[0.9976366,0.0001208001,0.0006420909,0.0006549456,0.0007785986,0.0001669653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291271,0.0006817944,0.9961018,0.00006670452,0.0005829216,0.0001967684,0.0004691535,1.008805e-7,0.00012883,0.0001290989,0.0001300758,0.0002214614],"study_design_scores_gemma":[0.006073572,0.003547725,0.9772325,0.0001480205,0.0002670075,0.000002919172,0.00001916075,0.002841075,0.00939824,0.0001793657,0.00004654781,0.0002438985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965721,0.0001143576,0.00004792636,0.0006017921,0.00003067706,0.00185128,0.0002203717,0.00002858564,0.0005329181],"genre_scores_gemma":[0.9986116,0.0000125897,0.0002065857,0.0002252282,0.00001659405,0.0001530507,0.000606232,0.00004110994,0.0001270051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886935,"threshold_uncertainty_score":0.9716586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08743980284214826,"score_gpt":0.2936508948543929,"score_spread":0.2062110920122446,"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."}}