{"id":"W1976153931","doi":"10.1097/ppo.0b013e31816a0e80","title":"Hepatocellular Carcinoma: Radiation Therapy","year":2008,"lang":"en","type":"article","venue":"The Cancer Journal","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Hepatocellular carcinoma; Medicine; Radiation therapy; Toxicity; Oncology; Internal medicine","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":[0.0002475478,0.0001366971,0.0001972787,0.000065674,0.0004354763,0.00002309788,0.000123796,0.00005579653,0.0007730741],"category_scores_gemma":[0.00001194596,0.00007803627,0.0001909929,0.0001688022,0.00007915719,0.00008087108,0.00001237256,0.0003069049,0.00005159845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557739,"about_ca_system_score_gemma":0.0002906662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008668361,"about_ca_topic_score_gemma":9.069129e-7,"domain_scores_codex":[0.999034,0.00008789558,0.0002082406,0.0001310753,0.0002963954,0.0002424017],"domain_scores_gemma":[0.9993778,0.00002825331,0.0001029257,0.0002271759,0.0001026183,0.0001612549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001512551,0.00004448696,0.9756604,0.000004199601,0.0001071979,0.0004507803,0.000868541,0.00000117645,0.00146729,0.0000157885,0.005495702,0.01573313],"study_design_scores_gemma":[0.0050001,0.0004893151,0.8702241,0.00003214255,0.0002116781,0.004830963,0.00008350334,0.002304047,0.04325655,0.0002491924,0.07309944,0.0002190313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656134,0.02951257,0.00008017582,0.003503481,0.0002629319,0.0002867393,0.000002681491,0.00002741983,0.0007106087],"genre_scores_gemma":[0.9844796,0.01271985,0.00005100334,0.0008002174,0.001167663,0.00003592969,0.000007327862,0.00002424239,0.0007141666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054364,"threshold_uncertainty_score":0.846462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004687527417498,"score_gpt":0.2735892644618554,"score_spread":0.1731205117201056,"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."}}