{"id":"W4389054791","doi":"10.3389/fonc.2023.1290691","title":"Overall survival in advanced hepatocellular carcinoma treated with concomitant systemic therapy and stereotactic body radiation therapy or systemic therapy alone","year":2023,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Concomitant; Hepatocellular carcinoma; Internal medicine; Systemic therapy; Proportional hazards model; Clinical endpoint; Stage (stratigraphy); Oncology; Radiation therapy; Radiosurgery; Cyberknife; Cancer; Gastroenterology; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037766,0.0001077062,0.0002639709,0.0003287212,0.0001168856,0.0002242438,0.0001262262,0.0001383129,0.001062484],"category_scores_gemma":[0.0007754538,0.00004837746,0.0004153585,0.0003966953,0.0001341625,0.0001895892,0.0002744824,0.0001513176,0.00008741493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005369178,"about_ca_system_score_gemma":0.0003136661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462671,"about_ca_topic_score_gemma":0.004146531,"domain_scores_codex":[0.9998468,0.00004437089,0.0000116087,0.00003420376,0.00002507402,0.00003793879],"domain_scores_gemma":[0.9996014,0.00009661543,0.0001555734,0.00001783787,0.00002417361,0.0001043297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002568463,0.00005446225,0.9800047,0.00005260896,0.000160624,0.0002319807,0.0000351521,0.0005641968,0.0007592402,0.00004243126,0.0003416878,0.01518441],"study_design_scores_gemma":[0.00006879817,0.001185998,0.996626,0.00001406047,0.0001288805,0.0005094883,0.00005261705,0.0007054076,0.00018089,0.0000800264,0.0004430599,0.000004840175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979965,0.001051334,0.0001017031,0.00005386672,0.000008968716,0.00000548585,0.0003382462,0.000004796691,0.0004391712],"genre_scores_gemma":[0.9991807,0.0001949328,0.0000405645,0.00001469064,0.00001436305,0.000005220847,0.00046699,7.17463e-7,0.00008169209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002462671,"threshold_uncertainty_score":0.0048967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760201782483382,"score_gpt":0.2719585399149659,"score_spread":0.2243565220901321,"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."}}