{"id":"W4403468184","doi":"10.1016/j.prro.2024.09.011","title":"Stereotactic Body Radiation therapy for Liver Metastases: Systematic Review and Meta-Analysis With International Stereotactic Radiosurgery Society (ISRS) Practice Guidelines","year":2024,"lang":"en","type":"review","venue":"Practical Radiation Oncology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada); Sunnybrook Health Science Centre","funders":"Manchester Biomedical Research Centre; Cancer Research UK; Institute of Cancer Research; National Institute for Health and Care Research; Department of Health and Social Care; Royal Marsden NHS Foundation Trust","keywords":"Radiosurgery; Medicine; Stereotactic radiotherapy; Medical physics; Radiology; Radiation therapy","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":[0.008671091,0.002246181,0.01242874,0.004800837,0.0004910053,0.002361169,0.002021575,0.001969564,0.007379124],"category_scores_gemma":[0.0204715,0.001384316,0.02587916,0.00533999,0.0007144851,0.00195662,0.001862812,0.001897409,0.0006753136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001943763,"about_ca_system_score_gemma":0.003488866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675892,"about_ca_topic_score_gemma":0.03383442,"domain_scores_codex":[0.9938974,0.002497682,0.002038584,0.0007755546,0.0005630113,0.0002278219],"domain_scores_gemma":[0.9920231,0.004567683,0.002382136,0.0003205882,0.0005614856,0.0001450354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001048837,0.00001904648,0.003200098,0.4682878,0.5129472,0.00009204651,0.0001089686,0.0003062548,0.0002896904,0.0001389239,0.001549938,0.01201123],"study_design_scores_gemma":[0.001081621,0.0001050798,0.003772034,0.03752554,0.9531737,0.00008830206,0.00005519408,0.0001262215,0.00008113909,0.0002621879,0.003696065,0.00003299947],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002876509,0.9941854,0.0006936277,0.0002775098,0.0001859392,0.0003653002,0.00107823,0.00004164658,0.0002959214],"genre_scores_gemma":[0.1607095,0.8282609,0.003986909,0.002910565,0.0003684878,0.001365693,0.001429444,0.00008955223,0.0008790218],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01242874,"threshold_uncertainty_score":0.04585767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2799889934718326,"score_gpt":0.4714484920053887,"score_spread":0.1914594985335561,"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."}}