{"id":"W1993411111","doi":"10.1634/theoncologist.2014-0097","title":"Radiation Therapy for Liver Tumors: Ready for Inclusion in Guidelines?","year":2014,"lang":"en","type":"review","venue":"The Oncologist","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Context (archaeology); Liver transplantation; Hepatocellular carcinoma; Radiofrequency ablation; Selective internal radiation therapy; Radiology; Transplantation; Surgery; Ablation; 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":[0.001904518,0.0003277592,0.001483263,0.0001349502,0.000205145,0.00001906286,0.0002535202,0.0003579466,0.00002397846],"category_scores_gemma":[0.0005464251,0.0001722293,0.0005452982,0.0001701414,0.00006648422,0.00002624346,0.0001569897,0.0001764132,0.00003252487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00042041,"about_ca_system_score_gemma":0.000409517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001539892,"about_ca_topic_score_gemma":0.0000410574,"domain_scores_codex":[0.9982788,0.0002181028,0.000725621,0.0003386618,0.0001661205,0.0002727183],"domain_scores_gemma":[0.9978744,0.001075533,0.0004201129,0.0004139388,0.0001579035,0.00005807761],"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":[0.000163615,0.0001317148,0.0001850434,0.003072109,0.00007670218,0.00001171259,0.00007227896,8.870384e-8,7.795618e-7,0.0001475029,0.01008309,0.9860554],"study_design_scores_gemma":[0.00192352,0.001359382,0.00002525653,0.002520819,0.00071506,0.0000199769,0.000005425466,0.0005578944,0.00000899612,0.0001795575,0.9925069,0.000177187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000870064,0.9892082,0.0002544979,0.001172004,0.0001788887,0.008515267,0.00006404184,0.00004609759,0.0004739618],"genre_scores_gemma":[0.0004145514,0.9906694,0.001229512,0.0006387531,0.001071146,0.003461649,0.001501879,0.00006204272,0.0009510724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9858782,"threshold_uncertainty_score":0.7023308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3872888074408159,"score_gpt":0.4455272626865611,"score_spread":0.05823845524574522,"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."}}