{"id":"W2804196162","doi":"10.1093/neuros/nyy176","title":"Surgical Resection With Radiation Treatment Planning of Spinal Tumors","year":2018,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neurosurgery; Spinal cord; Magnetic resonance imaging; Radiation therapy; Radiosurgery; Spinal disease; Radiology; Resection; Surgery; Nuclear medicine; 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":[0.0005702967,0.0004227887,0.0001668224,0.0005094322,0.0002076448,0.000342976,0.0004790042,0.0001485944,0.002362781],"category_scores_gemma":[0.001889283,0.0002490316,0.0003487577,0.0003484622,0.0004640628,0.0001960514,0.0003824202,0.0002635678,0.0004339985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006329163,"about_ca_system_score_gemma":0.00100102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054692,"about_ca_topic_score_gemma":0.006702911,"domain_scores_codex":[0.9996871,0.00009089033,0.00002169505,0.00005103764,0.0001354106,0.00001398042],"domain_scores_gemma":[0.999379,0.0003253247,0.0001455848,0.00005901162,0.00006339517,0.00002758062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00161616,0.0001267277,0.09066989,0.0008235764,0.0001430823,0.001532544,0.0005400862,0.4079043,0.09506991,0.002656099,0.00175114,0.3971664],"study_design_scores_gemma":[0.0001734478,0.0022142,0.2204255,0.0001906089,0.0002803865,0.01423783,0.0004435587,0.5293055,0.18102,0.0107975,0.04076874,0.0001427547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5543119,0.004539309,0.4297786,0.0002873318,0.00005735133,0.0003373915,0.0004229135,0.001061421,0.009203671],"genre_scores_gemma":[0.9232411,0.0006416341,0.07436498,0.00003460305,0.00001245799,0.00008873016,0.0002945298,0.0001013597,0.001220682],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004054692,"threshold_uncertainty_score":0.008062184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03822450757596327,"score_gpt":0.319245662400473,"score_spread":0.2810211548245097,"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."}}