{"id":"W2790914546","doi":"10.1097/coc.0000000000000435","title":"Stereotactic Body Radiation Therapy (SBRT) for Hepatocellular Carcinoma","year":2018,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiosurgery; Toxicity; Radiology; Ascites; Cohort; Magnetic resonance imaging; Nuclear medicine; Target lesion; Radiation therapy; Surgery; 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":[0.001851129,0.0001866245,0.001368753,0.0001705748,0.00007727733,0.0000132512,0.000160853,0.0001664684,0.0001809039],"category_scores_gemma":[0.0008315628,0.000135152,0.0007314557,0.0002539039,0.0005873988,0.0001015314,0.00001918847,0.0003696791,0.00005153607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513213,"about_ca_system_score_gemma":0.0009978858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000310552,"about_ca_topic_score_gemma":0.000002280935,"domain_scores_codex":[0.9971378,0.0004863588,0.001535957,0.0002478266,0.000267983,0.0003240534],"domain_scores_gemma":[0.9953894,0.001643257,0.001585311,0.0002574548,0.0006881429,0.0004364593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00370543,0.0006152052,0.6740325,0.000005755895,0.0003749909,0.0002035919,0.0001253024,1.399068e-8,0.0002292979,0.00002874216,0.001137809,0.3195413],"study_design_scores_gemma":[0.01239377,0.116739,0.5377892,0.00003024214,0.0007416843,0.0005842808,0.0001306689,0.001409301,0.002164428,0.0001817147,0.3276333,0.0002023867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915589,0.0006792698,0.0005957314,0.00474579,0.0009139208,0.000518403,0.000003776378,0.00001553483,0.0009686868],"genre_scores_gemma":[0.9895888,0.0006540516,0.003782653,0.00257656,0.003176092,0.00001935467,0.000009475674,0.00003417397,0.000158822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3264955,"threshold_uncertainty_score":0.5511338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587005453155625,"score_gpt":0.4196697968421476,"score_spread":0.2609692515265851,"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."}}