{"id":"W2130326685","doi":"10.1016/j.soc.2013.10.007","title":"An Emerging Role for Radiation Therapy in the Treatment of Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma","year":2013,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiation therapy; Radiofrequency ablation; Liver function; Internal medicine; Oncology; Stage (stratigraphy); Radiology; Ablation","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000313645,0.0004141282,0.003130506,0.00024159,0.00005861718,0.000007861644,0.0002148204,0.0002720695,0.00001833264],"category_scores_gemma":[0.00004358119,0.0002501143,0.0007310685,0.0003796483,0.0003392295,0.00005024866,0.00002287994,0.0002550474,0.000002430293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508082,"about_ca_system_score_gemma":0.0004282778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000346642,"about_ca_topic_score_gemma":0.00005030929,"domain_scores_codex":[0.9972788,0.0004144168,0.001273162,0.000488498,0.0002098642,0.0003352309],"domain_scores_gemma":[0.9967193,0.001635415,0.0008564957,0.0005280062,0.0001336655,0.0001271444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000188812,0.0009493637,0.1640833,0.0009835886,0.0002972981,0.00005312544,0.00109524,4.15456e-7,1.489269e-7,0.000005868514,0.00002804171,0.8323148],"study_design_scores_gemma":[0.002832176,0.01343364,0.03604715,0.0002397266,0.001108837,0.00004863104,0.0002038063,0.0001926403,8.398604e-7,0.00001582353,0.9456693,0.0002074027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2383007,0.7589637,0.000003807921,0.0001049735,0.00009862215,0.002337994,0.00006300477,0.000009165759,0.0001180175],"genre_scores_gemma":[0.1016912,0.8966109,0.0002022518,0.00007511928,0.0002569649,0.0007479968,0.0003667905,0.00003659206,0.00001220044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9456413,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06898400059599955,"score_gpt":0.3856183466966457,"score_spread":0.3166343461006462,"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."}}