{"id":"W2743322474","doi":"10.1002/cam4.1119","title":"Cost‐effectiveness analysis of potentially curative and combination treatments for hepatocellular carcinoma with person‐level data in a Canadian setting","year":2017,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; University Health Network; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of British Columbia; Public Health Ontario","funders":"University of Toronto; Government of Ontario; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Hepatocellular carcinoma; Radiofrequency ablation; Cost effectiveness; Liver transplantation; Logistic regression; Incremental cost-effectiveness ratio; Surgery; Internal medicine; Quality-adjusted life year; Oncology; Transplantation; Ablation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005097841,0.000209884,0.0007185741,0.0004806669,0.000209613,0.00001763715,0.0001695582,0.00008225748,0.00003899943],"category_scores_gemma":[0.0001770163,0.0001535748,0.00005601433,0.0002888971,0.0002203871,0.0001771344,0.000032248,0.00008697802,2.569038e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617686,"about_ca_system_score_gemma":0.000527635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3460968,"about_ca_topic_score_gemma":0.1637816,"domain_scores_codex":[0.998706,0.00006642058,0.0002235071,0.0004632263,0.0002276888,0.0003130882],"domain_scores_gemma":[0.9984738,0.0001227195,0.0002276868,0.0006727782,0.0002290955,0.0002739143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000397469,0.00007195811,0.9829456,0.0001628082,0.001771696,0.000185802,0.001262913,0.000001541694,0.000592365,0.00004853504,0.00003269675,0.01252668],"study_design_scores_gemma":[0.008111876,0.0006955955,0.9372268,0.0004961307,0.006657239,0.00000940378,0.0004622362,0.04493238,0.00108495,0.000009410001,0.0001805407,0.000133444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923328,0.001609516,0.0005999076,0.002661323,0.00006457815,0.001941257,0.0005526221,0.00000755982,0.0002304559],"genre_scores_gemma":[0.9976264,0.0001123662,0.0003316302,0.00006978192,0.00004812429,0.0003094697,0.001375127,0.00002233572,0.0001047349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1823152,"threshold_uncertainty_score":0.8514772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209686812603114,"score_gpt":0.3626425450474925,"score_spread":0.1416738637871812,"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."}}