{"id":"W2169313903","doi":"10.1016/j.spinee.2014.03.043","title":"Spinal instability as defined by the spinal instability neoplastic score is associated with radiotherapy failure in metastatic spinal disease","year":2014,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Spinal disease; Disease; Instability; Neoplastic disease; Oncology; Internal medicine; Surgery; Lumbar","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":[0.0003366704,0.0002538273,0.0003461993,0.0008505548,0.0004059769,0.0005556653,0.0003990636,0.0005121747,0.002220972],"category_scores_gemma":[0.003066013,0.0001407974,0.0003980594,0.0009505968,0.0003434691,0.0003809845,0.0004374309,0.0005194093,0.0001514555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003551949,"about_ca_system_score_gemma":0.0004908876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590506,"about_ca_topic_score_gemma":0.004090472,"domain_scores_codex":[0.999661,0.00007195495,0.00004670487,0.00003873765,0.0001074909,0.0000740891],"domain_scores_gemma":[0.9987518,0.000189855,0.0007005125,0.00002352054,0.000107311,0.0002270449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009640797,0.0000208664,0.9973085,0.00001117867,0.00004260156,0.0003986672,0.00002104831,0.00007003756,0.0003753056,0.00002640699,0.0000837337,0.0015453],"study_design_scores_gemma":[0.000003982281,0.00009521619,0.9976633,0.000009444616,0.00003518057,0.00156511,0.00008968326,0.0003013589,0.00006332159,0.00006079922,0.0001085039,0.000004212236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996958,0.000853355,0.0001229958,0.0001661549,0.00002007292,0.000007143616,0.00009375882,0.000005263018,0.001773168],"genre_scores_gemma":[0.9996673,0.00009866797,0.000051681,0.00001750221,0.00002340894,0.000002202818,0.00006738595,7.149321e-7,0.00007123324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002590506,"threshold_uncertainty_score":0.007429838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991389025060592,"score_gpt":0.2846292172054501,"score_spread":0.2647153269548442,"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."}}