{"id":"W4384070110","doi":"10.1093/noajnl/vdad071.017","title":"BIOMARKER STATUS PREDICTS FOR LOCAL CONTROL (LC) FOLLOWING SPINE STEREOTACTIC BODY RADIOTHERAPY (SBRT) IN NON-SMALL CELL LUNG CANCER (NSCLC) PATIENTS WITH SPINAL METASTASES","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; Internal medicine; Radiosurgery; Hazard ratio; Lung cancer; Oncology; Adenocarcinoma; Cumulative incidence; Gastroenterology; Incidence (geometry); Biomarker; non-small cell lung cancer (NSCLC); Clinical endpoint; Radiation therapy; Confidence interval; Urology; Cancer; Clinical trial; Cohort","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":[0.0003160136,0.0001313145,0.0001900573,0.0003589047,0.0001598473,0.0003691442,0.0001863185,0.0002965548,0.0008264765],"category_scores_gemma":[0.001140235,0.00009668352,0.0002705888,0.0003982759,0.0001054929,0.0002255008,0.0001719963,0.0002109134,0.0001820124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689289,"about_ca_system_score_gemma":0.0001971115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971785,"about_ca_topic_score_gemma":0.003090528,"domain_scores_codex":[0.9998519,0.00002667605,0.00002192547,0.00003061153,0.00004157121,0.00002722879],"domain_scores_gemma":[0.999391,0.00008623621,0.0003482589,0.00001833979,0.00007460945,0.00008163047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020308,0.00001007311,0.9982057,0.000005798705,0.00002427396,0.00003089555,0.000008456254,0.00005965038,0.0001925132,0.000003399779,0.00004995138,0.001307284],"study_design_scores_gemma":[0.000006728898,0.0001402696,0.9990797,0.000003332387,0.00003066879,0.0002301812,0.00002749799,0.000230523,0.000118679,0.00001123991,0.000119454,0.000001799688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992853,0.0003288575,0.00003492586,0.00002527692,0.000002429038,0.000002983744,0.0001691557,0.000001990044,0.0001491275],"genre_scores_gemma":[0.9996049,0.00004449004,0.00001958848,0.000006274302,0.000002781858,0.000001932758,0.0002725582,3.90389e-7,0.00004707392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001971785,"threshold_uncertainty_score":0.003920615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237361911677784,"score_gpt":0.3146763242261191,"score_spread":0.3023027051093413,"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."}}