{"id":"W4416234271","doi":"10.3389/fonc.2025.1605190","title":"Wallerian degeneration of the corticospinal tract following multimodal high-grade glioma treatment: a case series and recommendations for radiotherapy planning","year":2025,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Corticospinal tract; Radiation therapy; Wallerian degeneration; Pyramidal tracts; Complication; Glioma; Etiology; Astrocytoma","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":[0.0007728136,0.001147929,0.0005145248,0.002135852,0.001284132,0.001376775,0.00109641,0.003254403,0.001841588],"category_scores_gemma":[0.004025085,0.0004392704,0.0006969433,0.001302307,0.001194084,0.002208603,0.0007561121,0.001006302,0.0009895033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001576,"about_ca_system_score_gemma":0.001141366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014702,"about_ca_topic_score_gemma":0.002214113,"domain_scores_codex":[0.9992923,0.000153964,0.0001789735,0.0001197814,0.00009352415,0.0001615028],"domain_scores_gemma":[0.9984133,0.0004503161,0.0006402247,0.0001241357,0.0001651913,0.0002067525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006478106,0.00009798519,0.1884231,0.000210242,0.00002477208,0.7873453,0.0005637419,0.0004413187,0.001388406,0.0003408473,0.001678627,0.0194209],"study_design_scores_gemma":[0.00001173017,0.00009323648,0.03547558,0.0001957722,0.00004082689,0.9593852,0.001180229,0.0007284504,0.0005867548,0.000497951,0.001761002,0.00004334737],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636471,0.01613534,0.008279372,0.003789897,0.0002796605,0.0004121117,0.0002135935,0.0001728071,0.007070122],"genre_scores_gemma":[0.9867302,0.007437114,0.003331048,0.0006780147,0.0008501121,0.0001133343,0.000226972,0.00002184842,0.0006114258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003254403,"threshold_uncertainty_score":0.007266998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877081833163789,"score_gpt":0.3965515109962655,"score_spread":0.3477806926646276,"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."}}