{"id":"W2916608345","doi":"10.1016/j.clon.2019.01.012","title":"Stereotactic Body Radiotherapy for Small Unresectable Hepatocellular Carcinomas","year":2019,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"Varian Medical Systems","keywords":"Medicine; Hepatocellular carcinoma; Univariate analysis; Internal medicine; Toxicity; Oncology; Gastroenterology; Surgery; Multivariate analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001124113,0.0002646903,0.001205037,0.0001074577,0.00006856368,0.00001892133,0.000176602,0.0005640349,0.0009655329],"category_scores_gemma":[0.0003086041,0.0002158238,0.0006595275,0.0001614119,0.0001264052,0.00005945456,0.00004942376,0.0004114843,0.0004342994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002581716,"about_ca_system_score_gemma":0.0006236088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006138763,"about_ca_topic_score_gemma":0.00001433211,"domain_scores_codex":[0.9974715,0.0002967851,0.0008603098,0.0006470323,0.0001586349,0.0005657159],"domain_scores_gemma":[0.9967257,0.001847064,0.0002309692,0.0006239197,0.0001703296,0.000402057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00189704,0.001082981,0.9801585,0.0001215216,0.0005216969,0.0002716942,0.00006007456,1.728955e-7,0.001864183,0.0003233931,0.001709672,0.01198906],"study_design_scores_gemma":[0.02344218,0.0250515,0.2268355,0.00006577539,0.0009058364,0.0001676081,0.00005705983,0.01294816,0.002310308,0.00027835,0.7074774,0.0004603805],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845597,0.001947044,0.0003171322,0.002415569,0.001238142,0.002772551,0.00001037535,0.00009896089,0.006640506],"genre_scores_gemma":[0.982227,0.0002735819,0.004347032,0.002127018,0.0008474158,0.0002291941,0.0001026948,0.00006855133,0.009777526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7533231,"threshold_uncertainty_score":0.9999477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1811965082960465,"score_gpt":0.3828689536549071,"score_spread":0.2016724453588606,"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."}}