{"id":"W4401657125","doi":"10.1016/j.spinee.2024.06.119","title":"P98. Stereotactic radiation therapy and spine surgery for metastatic breast cancer to the spine are associated with 1-, 2-, and 5-year mortality rates","year":2024,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; SPINE (molecular biology); Metastatic breast cancer; Breast cancer; Radiation therapy; Stereotactic radiation therapy; Surgery; Cancer; Radiosurgery; Internal medicine; Bioinformatics","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":[0.00037641,0.0002251648,0.0002350318,0.0004844894,0.0003677559,0.0006608624,0.0004745499,0.0007736791,0.01057722],"category_scores_gemma":[0.003588087,0.0001803835,0.001140561,0.001303934,0.000246203,0.0004206213,0.0003911132,0.001000611,0.001041279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002851735,"about_ca_system_score_gemma":0.0006228402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005169261,"about_ca_topic_score_gemma":0.005667215,"domain_scores_codex":[0.999599,0.00009195432,0.00003323083,0.00005608733,0.000140925,0.00007869636],"domain_scores_gemma":[0.9974125,0.0004765013,0.001434733,0.0001000655,0.0002008068,0.0003754049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006113377,0.00006271618,0.986829,0.0000402382,0.000255323,0.0002663493,0.00002948154,0.0001039491,0.0003176067,0.00008282896,0.001569339,0.009831756],"study_design_scores_gemma":[0.00001693996,0.00008569496,0.9983145,0.00001346708,0.00008635942,0.0004551419,0.00005241571,0.000141817,0.00004721175,0.00009301488,0.0006900266,0.000003444527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822411,0.00539352,0.0003566784,0.001541848,0.0002370437,0.00002214214,0.002494608,0.00003484258,0.007678179],"genre_scores_gemma":[0.9951856,0.0008996166,0.0001677236,0.0001738293,0.0002143868,0.00001289495,0.001102497,0.00001491785,0.002228556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01057722,"threshold_uncertainty_score":0.03538436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04959110513696003,"score_gpt":0.3380535492909365,"score_spread":0.2884624441539765,"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."}}