{"id":"W3207318745","doi":"10.1016/j.prro.2021.09.004","title":"External Beam Radiation Therapy for Primary Liver Cancers: An ASTRO Clinical Practice Guideline","year":2021,"lang":"en","type":"review","venue":"Practical Radiation Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"American Society for Radiation Oncology","keywords":"Medicine; Guideline; Hepatocellular carcinoma; External beam radiotherapy; Radiation therapy; Oncology; Radiology; Internal medicine; Brachytherapy; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.002460346,0.0005103889,0.002835807,0.0001970067,0.0001691169,0.00007684689,0.0001689064,0.0009365046,0.0003175217],"category_scores_gemma":[0.008248652,0.0004372369,0.0009099263,0.0003037404,0.0001488375,0.0006059189,0.00008226833,0.001231476,0.000057685],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002247151,"about_ca_system_score_gemma":0.00858392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007298082,"about_ca_topic_score_gemma":0.0000171001,"domain_scores_codex":[0.9946923,0.001232383,0.002028169,0.001020192,0.0005158394,0.0005111205],"domain_scores_gemma":[0.9895939,0.00688536,0.001616702,0.0005973486,0.0008737957,0.0004328587],"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":[0.0007475411,0.0009346414,0.00009983276,0.0009770046,0.0009988861,0.0002268138,0.000115411,9.391368e-7,0.000001066788,0.0001588269,0.05793407,0.9378049],"study_design_scores_gemma":[0.003357287,0.003414719,0.0007594851,0.0006581795,0.003966403,0.001033544,0.00008499566,0.0001050367,0.000001264284,0.00001007079,0.9862466,0.000362424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001003384,0.9827974,0.006570986,0.004466021,0.00197926,0.002451667,0.00008068406,0.00007729986,0.001566651],"genre_scores_gemma":[0.000007069454,0.9326476,0.04627449,0.01051839,0.007772974,0.000765841,0.001705743,0.00009483191,0.0002130437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9374425,"threshold_uncertainty_score":0.999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601424048907749,"score_gpt":0.5283479115180963,"score_spread":0.3682055066273215,"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."}}