{"id":"W4414558626","doi":"10.1016/j.ijrobp.2025.06.1212","title":"Dose Escalated vs. Standard Dose Post Operative Radiation Therapy for High Risk Meningiomas: An International Individual Patient Level Meta-Analysis (FIRESTORM)","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Radiation therapy; Meningioma; Retrospective cohort study; Proportional hazards model; Multivariate analysis; Prospective cohort study; Resection; Dose fractionation","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":[0.008659977,0.002999484,0.007774039,0.001329837,0.0004721365,0.00241527,0.002131748,0.001859444,0.004252959],"category_scores_gemma":[0.01485913,0.001445938,0.04947804,0.001766341,0.0005403684,0.001482868,0.001748487,0.004107787,0.0006437246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845685,"about_ca_system_score_gemma":0.001059421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008588867,"about_ca_topic_score_gemma":0.01503073,"domain_scores_codex":[0.9943419,0.002999242,0.0006194937,0.001266679,0.0004031639,0.0003695832],"domain_scores_gemma":[0.9947712,0.003033801,0.0009996159,0.0007031084,0.0002861856,0.000206186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.03701166,0.00006310114,0.007706672,0.007621649,0.9375281,0.00008684661,0.00007537274,0.00199771,0.0006000528,0.0001128085,0.0006320584,0.006563915],"study_design_scores_gemma":[0.005779296,0.001631851,0.01010884,0.0006097034,0.9794213,0.00008383715,0.00005092016,0.0007648434,0.0002067507,0.0002926902,0.001007727,0.00004226518],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4151694,0.5625929,0.009364343,0.001384187,0.002098363,0.0005116853,0.005370062,0.0005069113,0.003002132],"genre_scores_gemma":[0.9674864,0.02415972,0.003037588,0.001406825,0.0003764062,0.0002259143,0.001463748,0.0002073666,0.001636003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008659977,"threshold_uncertainty_score":0.04579884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05733145447583054,"score_gpt":0.3729865389463971,"score_spread":0.3156550844705665,"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."}}