{"id":"W2742594204","doi":"10.21037/cco.2017.06.25","title":"Advances in external beam stereotactic body radiotherapy: principle concerns in implementing a liver radiation program","year":2017,"lang":"en","type":"review","venue":"Chinese Clinical Oncology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Multidisciplinary approach; Medical physics; Radiation oncology; Radiation therapy; External beam radiotherapy; Liver cancer; Cancer; Oncology; Radiology; Internal medicine; Brachytherapy","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":[0.00154355,0.0006207914,0.003475271,0.0002659283,0.0001083505,0.00007245733,0.0008338508,0.0004856698,0.0002999972],"category_scores_gemma":[0.0001837496,0.0004871022,0.0007237765,0.0002399182,0.0002443977,0.0005030655,0.0001918195,0.001550813,0.000007930114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609046,"about_ca_system_score_gemma":0.000710569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094712,"about_ca_topic_score_gemma":0.0001160797,"domain_scores_codex":[0.9951582,0.000734674,0.002350437,0.0008874839,0.0001763801,0.0006928511],"domain_scores_gemma":[0.9951316,0.001465619,0.002462887,0.0007442198,0.00004740214,0.0001482918],"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":[0.00003797852,0.0007842644,0.08810724,0.0005877747,0.00009620336,0.00005057388,0.00004996716,0.000001649887,3.559451e-7,0.0003129791,0.00001289584,0.9099581],"study_design_scores_gemma":[0.001791337,0.0006873013,0.002906755,0.001778748,0.00008300797,0.000008473351,0.000003129108,0.0002533757,2.686403e-7,0.0005839428,0.9914454,0.0004582228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007428441,0.9907653,0.003014914,0.00002092962,0.0006364442,0.003138911,0.00003684312,0.0001010148,0.001542822],"genre_scores_gemma":[0.0006743744,0.9845251,0.01075936,0.00004515509,0.002288257,0.001351882,0.0001107101,0.0001037461,0.0001414331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914325,"threshold_uncertainty_score":0.9997581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041400944988371,"score_gpt":0.553773329505716,"score_spread":0.4496332350068789,"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."}}