{"id":"W4280595648","doi":"10.1016/j.jhepr.2022.100498","title":"Stereotactic body radiation therapy for hepatocellular carcinoma: From infancy to ongoing maturity","year":2022,"lang":"en","type":"review","venue":"JHEP Reports","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Radiation therapy; Cirrhosis; Oncology; Radiofrequency ablation; Radiology; Internal medicine; Ablation","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006208014,0.0007732451,0.002542915,0.0004316912,0.0002583748,0.00009031456,0.0001718404,0.0004244418,0.001066245],"category_scores_gemma":[0.0002276107,0.0006651705,0.001456563,0.0004961315,0.00002124648,0.0001253691,0.0001225732,0.0005522574,0.0000464281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005703134,"about_ca_system_score_gemma":0.0008709401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004894364,"about_ca_topic_score_gemma":0.000004783497,"domain_scores_codex":[0.9959173,0.0002249808,0.001435664,0.001229951,0.0006299568,0.0005621082],"domain_scores_gemma":[0.9967206,0.0003966891,0.001003842,0.001380123,0.00009203575,0.0004067619],"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":[0.00009522305,0.0003431146,0.2202366,0.004196261,0.0008897651,0.005326274,0.0002375417,1.949638e-8,0.000004539595,0.000006173839,0.001743789,0.7669207],"study_design_scores_gemma":[0.0007226585,0.0005331386,0.003094132,0.001204821,0.002661325,0.0006879289,0.000007592182,0.00004086502,0.00005342103,0.00004820976,0.9903578,0.0005881788],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0376898,0.9516466,0.00001873719,0.00008455111,0.001139987,0.008530934,0.0001630085,0.0001654065,0.0005609558],"genre_scores_gemma":[0.02641073,0.9602025,0.0003764894,0.0002022723,0.0009740641,0.004536654,0.006222199,0.0002347864,0.0008403112],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988614,"threshold_uncertainty_score":0.9998469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034435258446588,"score_gpt":0.3223896216009797,"score_spread":0.2189460957563208,"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."}}