{"id":"W4416084963","doi":"10.1093/neuonc/noaf201.0422","title":"RADT-53. IMPACT OF SMALLER CLINICAL TARGET VOLUME EXPANSIONS FOR THE RADIATION TREATMENT OF NEWLY DIAGNOSED GLIOBLASTOMA","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Radiation therapy; Cohort; Retrospective cohort study; Glioblastoma; Radiation treatment planning; Abnormality; Cohort study; Disease","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":[0.001039675,0.0001719545,0.0003409926,0.0002417635,0.0001180067,0.000625159,0.000269333,0.0001702921,0.001906752],"category_scores_gemma":[0.002548509,0.00008170011,0.0005941585,0.0002754928,0.0002196667,0.0002983314,0.0002718621,0.0003445768,0.0002335158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007093722,"about_ca_system_score_gemma":0.0004532905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210092,"about_ca_topic_score_gemma":0.007466185,"domain_scores_codex":[0.9995965,0.000136033,0.00005128472,0.00008609732,0.00007244343,0.00005767647],"domain_scores_gemma":[0.9989578,0.0003267568,0.0003703609,0.00006440731,0.00008390922,0.0001967217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01287128,0.0003761558,0.7765655,0.0002981391,0.0007350252,0.0004615418,0.00008003928,0.006638636,0.01258587,0.0003243492,0.002915913,0.1861476],"study_design_scores_gemma":[0.0003638197,0.00541086,0.9778946,0.0001024115,0.000694787,0.001164552,0.0001210142,0.004252024,0.005081527,0.0002677547,0.0046269,0.00001958781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931497,0.004057967,0.0003718352,0.0003528498,0.00003812179,0.0000193755,0.0004396083,0.00003425379,0.001536309],"genre_scores_gemma":[0.9985805,0.0004089387,0.0002749806,0.0001079366,0.00002549846,0.00001039901,0.000405883,0.00001258277,0.0001732765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003210092,"threshold_uncertainty_score":0.006382823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03473264108856151,"score_gpt":0.3808286340548745,"score_spread":0.346095992966313,"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."}}