{"id":"W2143637070","doi":"10.1002/hep.27745","title":"The role of hepatic resection in the treatment of hepatocellular cancer","year":2015,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":415,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Hepatocellular cancer; Medicine; Resection; Hepatocellular carcinoma; Cancer; Internal medicine; Gastroenterology; Oncology; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003192136,0.0001310948,0.0003726441,0.00009131515,0.00004668169,0.00000422895,0.0001038049,0.0001021264,0.00002281574],"category_scores_gemma":[0.00004978136,0.00006729877,0.0001291689,0.0002856826,0.0001571626,0.00002326255,0.000011723,0.00007438697,0.000009151398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320576,"about_ca_system_score_gemma":0.0002049776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004456714,"about_ca_topic_score_gemma":0.001718056,"domain_scores_codex":[0.9987567,0.0002757864,0.0003586406,0.000160764,0.0002226333,0.0002254793],"domain_scores_gemma":[0.999095,0.0002151264,0.0001309563,0.0003804742,0.0001175291,0.00006087242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004441103,0.0004728182,0.9843035,0.00002196339,0.00009104301,0.00005878793,0.002388624,5.121846e-7,0.0007468019,0.0006025134,0.00008939768,0.01077992],"study_design_scores_gemma":[0.0155763,0.02039114,0.1537172,0.0002316889,0.001770165,0.0005239978,0.008618068,0.09841526,0.421007,0.01011311,0.2690597,0.0005763603],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787899,0.01779523,0.000004538613,0.001022932,0.000119925,0.0006808295,0.000005525453,0.0000102062,0.001570865],"genre_scores_gemma":[0.9972226,0.002231345,0.00004551284,0.00003874355,0.00005309145,0.000275065,0.00001446443,0.00001212192,0.0001070557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8305863,"threshold_uncertainty_score":0.6737248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08014583123517036,"score_gpt":0.2949904154635464,"score_spread":0.214844584228376,"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."}}