{"id":"W1529463583","doi":"10.1002/cncr.21811","title":"Radiation therapy for hepatocellular carcinoma","year":2006,"lang":"en","type":"review","venue":"Cancer","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Radiation therapy; Cancer; Oncology; MEDLINE; External beam radiotherapy; Radiology; Brachytherapy","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":[0.0001168685,0.0004581715,0.001532662,0.0001780687,0.00007974308,0.00002599172,0.0001030332,0.0004047429,0.0002251882],"category_scores_gemma":[0.00001054777,0.0003412577,0.001080983,0.0002401873,0.00003317934,0.00003770254,0.00001235765,0.0001764845,0.00005258934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095756,"about_ca_system_score_gemma":0.0006944428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501993,"about_ca_topic_score_gemma":0.000002633877,"domain_scores_codex":[0.9984829,0.00005581933,0.0004484775,0.0004826708,0.0001852002,0.0003449506],"domain_scores_gemma":[0.9990684,0.00008406553,0.0002330854,0.0003916725,0.00009410288,0.0001286254],"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":[0.00002607794,0.00007020653,0.03480925,0.007934576,0.0002711854,0.00004059302,0.00001409945,1.687725e-8,9.801287e-7,0.00002461972,0.009337581,0.9474708],"study_design_scores_gemma":[0.001224141,0.0002000865,0.0001616299,0.001901506,0.002151709,0.00001665718,8.234854e-7,0.0001179286,0.00006395594,0.00001262638,0.9938357,0.0003132339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006751437,0.9935979,0.00004580326,0.00007291588,0.0003986766,0.004387384,0.0002168906,0.00007498007,0.000530343],"genre_scores_gemma":[0.0009550069,0.9870176,0.0001156619,0.0001011653,0.001509401,0.004462542,0.002211072,0.000138103,0.003489393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9844981,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548205527178621,"score_gpt":0.3477792151472032,"score_spread":0.1929586624293411,"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."}}