{"id":"W4384070026","doi":"10.1093/noajnl/vdad071.028","title":"30 GY IN 4 STEREOTACTIC BODY RADIOTHERAPY (SBRT) FRACTIONS FOR COMPLEX SPINAL METASTASES: MATURE OUTCOMES SUPPORTING THIS NOVEL REGIMEN","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Cumulative incidence; Nuclear medicine; Radiosurgery; Radiation therapy; Incidence (geometry); Regimen; Vertebral compression fracture; Magnetic resonance imaging; Population; Dose fractionation; Retrospective cohort study; Radiology; Surgery; Internal medicine; Cohort; Vertebral body","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000665768,0.0003122846,0.000848514,0.0005036253,0.0001643813,0.00002908465,0.0002163017,0.0001000665,0.00107532],"category_scores_gemma":[0.001247114,0.0002761955,0.0002112072,0.0005742519,0.0001314732,0.0003406504,0.00007026959,0.0003955955,0.00008978526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001771431,"about_ca_system_score_gemma":0.0001729387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001137833,"about_ca_topic_score_gemma":0.00002555263,"domain_scores_codex":[0.9975206,0.0001683437,0.0006964132,0.0006152335,0.0003604839,0.0006389204],"domain_scores_gemma":[0.9975841,0.001223557,0.0004599447,0.0004595443,0.00008971264,0.000183164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01839267,0.01043934,0.3570945,0.007210636,0.004362221,0.008521269,0.003293067,0.001306277,0.1695722,0.009485549,0.2938101,0.1165123],"study_design_scores_gemma":[0.01030515,0.002070064,0.1293558,0.00007863183,0.0006133404,0.0001098025,0.001376821,0.003738636,0.0002176329,0.000498978,0.8512608,0.0003743637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459881,0.004479897,0.02353409,0.1847342,0.006739793,0.01684263,0.001001759,0.002298632,0.0143809],"genre_scores_gemma":[0.873063,0.001638871,0.07430258,0.04080816,0.0007292067,0.002276138,0.0007605688,0.000317976,0.006103453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5574507,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05232314527875821,"score_gpt":0.4064538563771394,"score_spread":0.3541307110983812,"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."}}