{"id":"W4384070236","doi":"10.1093/noajnl/vdad071.015","title":"A FIRST REPORT ON OUTCOMES OF STEREOTACTIC BODY RADIOTHERAPY FOR POSTERIOR ELEMENT ONLY SPINAL METASTASES AND VALIDATION OF RECOMMENDED CLINICAL TARGET VOLUME DELINEATION PRACTICE","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; Radiation therapy; Contouring; Radiology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001716392,0.0001726273,0.0007166046,0.0002175825,0.0000574538,0.000008490137,0.0000778294,0.00005751428,0.00006634815],"category_scores_gemma":[0.006115732,0.0001493318,0.0001407958,0.0001791949,0.00009262659,0.0002645862,0.0000402406,0.0001207244,0.000002973437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000459059,"about_ca_system_score_gemma":0.0001447593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000652033,"about_ca_topic_score_gemma":0.000004967563,"domain_scores_codex":[0.9975773,0.0003523968,0.001141737,0.0004099714,0.0003229386,0.0001956499],"domain_scores_gemma":[0.9960872,0.002060232,0.001157955,0.0003325766,0.000267618,0.00009443401],"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":[0.03403949,0.005378088,0.8148116,0.002323424,0.002272577,0.000946757,0.0003108264,0.0003423258,0.004752923,0.000532138,0.007294006,0.1269959],"study_design_scores_gemma":[0.01612825,0.02930432,0.3817597,0.0001764468,0.00266111,0.0003261261,0.0009472807,0.00399936,0.003939428,0.0003112775,0.560096,0.0003506969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669327,0.0003355952,0.00460198,0.02472004,0.0007807314,0.002324962,0.0001028314,0.00006913631,0.0001320653],"genre_scores_gemma":[0.8924018,0.002018325,0.09721629,0.006607873,0.000212712,0.0003667121,0.0005456072,0.00007216221,0.0005585535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552802,"threshold_uncertainty_score":0.7321545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05158329878056066,"score_gpt":0.4294815857229365,"score_spread":0.3778982869423758,"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."}}