{"id":"W4361027355","doi":"10.1016/j.semradonc.2022.11.006","title":"Stereotactic Body Radiation Therapy for Spinal Metastases: Benefits and Limitations","year":2023,"lang":"en","type":"review","venue":"Seminars in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Spinal cord compression; Radiation therapy; Radiology; Myelopathy; Vertebral compression fracture; Spinal cord","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":[0.00119375,0.0003965376,0.001656057,0.00115227,0.00008519858,0.00003815553,0.0001327415,0.000310879,0.00004280528],"category_scores_gemma":[0.0017975,0.0003756905,0.0002951669,0.0006729999,0.0000693197,0.0001392109,0.00004421636,0.0002983121,0.0000551316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005579055,"about_ca_system_score_gemma":0.0007204574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008938194,"about_ca_topic_score_gemma":0.00001651751,"domain_scores_codex":[0.997332,0.0004089045,0.001004137,0.0006058047,0.0002771754,0.0003719846],"domain_scores_gemma":[0.9964881,0.002157573,0.0007104074,0.0003699487,0.00008813332,0.0001858244],"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":[0.0001889254,0.0003034926,0.0000597859,0.006572402,0.0004700216,0.00004982353,0.0001436332,0.000003172079,1.654032e-7,0.001066706,0.003710963,0.9874309],"study_design_scores_gemma":[0.003209502,0.001721839,0.00109556,0.003491814,0.002458404,0.00004658174,0.0001156209,0.0002382194,3.110057e-7,0.0001777237,0.987157,0.0002873649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001778967,0.9927313,0.0000540383,0.0006984314,0.0005218714,0.005127977,0.0002144138,0.00007938848,0.0003947384],"genre_scores_gemma":[0.00005719592,0.9932495,0.001187604,0.0004115039,0.0002179086,0.002131727,0.002131083,0.00009632476,0.0005171859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871435,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1404681373930195,"score_gpt":0.4340400778051591,"score_spread":0.2935719404121396,"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."}}