{"id":"W4390604521","doi":"10.1016/j.ctro.2023.100723","title":"Rate of pachymeningeal failure following adjuvant WBRT vs SRS in patients with brain metastases","year":2024,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Concomitant; Internal medicine; Radiosurgery; Proportional hazards model; Adjuvant; Oncology; Univariate analysis; Incidence (geometry); Cumulative incidence; Multivariate analysis; Radiation therapy; Cohort","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":[0.0009611108,0.0001336895,0.0003477381,0.0004536118,0.0002016142,0.0004846261,0.0002852516,0.0003372028,0.001107328],"category_scores_gemma":[0.004365666,0.000112342,0.0004027771,0.0004421951,0.0002329779,0.000324335,0.0003470817,0.0004801723,0.0001645277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003824049,"about_ca_system_score_gemma":0.0003750855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914451,"about_ca_topic_score_gemma":0.002035732,"domain_scores_codex":[0.9995642,0.0001005038,0.00004311027,0.00008599902,0.0001142372,0.00009183097],"domain_scores_gemma":[0.9969536,0.0008568398,0.001501444,0.0001876867,0.0001620164,0.0003383952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003713533,0.0000169033,0.9958261,0.000008994079,0.00003556793,0.0002319303,0.00003288931,0.0001081244,0.0001545345,0.00001237763,0.00008723876,0.003113968],"study_design_scores_gemma":[0.00001482754,0.0003878427,0.9967971,0.000007112609,0.00006619853,0.001821464,0.00006860502,0.0003866981,0.0001767737,0.00003618632,0.0002319625,0.000005150011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989801,0.0005245056,0.00006616873,0.00002819758,0.000003389531,0.000003728736,0.0001247793,0.000003240781,0.0002659786],"genre_scores_gemma":[0.9997078,0.00007014436,0.00002044446,0.000007143651,0.000006677088,0.000003114428,0.0001502423,0.000001180772,0.00003326366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001914451,"threshold_uncertainty_score":0.005082905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168054001319872,"score_gpt":0.3593669780649168,"score_spread":0.3376864380517181,"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."}}