{"id":"W4414477005","doi":"10.1016/j.phro.2025.100840","title":"Radiological response assessment after stereotactic body radiotherapy for spine metastases using magnetic resonance imaging: a systematic review","year":2025,"lang":"en","type":"review","venue":"Physics and Imaging in Radiation Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Radiological weapon; Magnetic resonance imaging; SPINE (molecular biology); Radiation therapy; Vertebral body; Functional magnetic resonance imaging","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002260392,0.0005342141,0.003765158,0.000383636,0.00006563709,0.0000622052,0.000165715,0.00007391784,0.00004196935],"category_scores_gemma":[0.0009988829,0.0004307104,0.0004545278,0.0004608656,0.0001161514,0.0001392001,0.00007537875,0.0003136819,0.000001821064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008940893,"about_ca_system_score_gemma":0.0009912165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005732119,"about_ca_topic_score_gemma":2.912054e-7,"domain_scores_codex":[0.9953126,0.001914523,0.001383,0.0007165209,0.0002637813,0.0004095836],"domain_scores_gemma":[0.9969549,0.001463518,0.0007554432,0.0005761521,0.0001157558,0.0001342288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002015846,0.0003327332,0.0001132336,0.6338121,0.000145286,0.0001768315,0.00002610884,7.073843e-7,0.000001929612,0.0002224854,0.0004416307,0.3645254],"study_design_scores_gemma":[0.004060033,0.000483406,0.0008845952,0.4418093,0.01724975,0.0002238454,0.00002914649,0.01202857,1.107686e-7,0.0001845423,0.5223858,0.0006608144],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001022566,0.9860494,0.005034368,0.0009108995,0.0002127204,0.007588223,0.0001034947,0.00003410051,0.00005659186],"genre_scores_gemma":[0.00005782086,0.9866517,0.007380627,0.002791973,0.0001195834,0.002612307,0.0001667973,0.00005522698,0.0001640353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5219442,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487908851098974,"score_gpt":0.4246332228761815,"score_spread":0.3897541343651917,"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."}}