{"id":"W4388590859","doi":"10.1093/neuonc/noad179.0796","title":"NCMP-12. PREVALENCE OF RADIONECROSIS IN RECURRENT GLIOBLASTOMA","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Medicine; Radiological weapon; Temozolomide; Radiation therapy; Surgery; Glioblastoma; Retrospective cohort study; Demographics; Chemotherapy","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":[0.0003710906,0.0002123104,0.0002370128,0.001373583,0.0002588908,0.0004232771,0.0004095319,0.0003320809,0.002232828],"category_scores_gemma":[0.002046618,0.0001325992,0.0001863935,0.001052934,0.0002381361,0.0002432261,0.0002798188,0.0002920534,0.000384161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002671161,"about_ca_system_score_gemma":0.000271278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002749436,"about_ca_topic_score_gemma":0.002444239,"domain_scores_codex":[0.9995512,0.00007677211,0.00006707187,0.00009990801,0.0001325888,0.00007236295],"domain_scores_gemma":[0.9972556,0.0002761276,0.001833176,0.00006896392,0.000235201,0.0003310051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005200916,0.00001161925,0.9983271,0.0000105208,0.000007860337,0.0001687043,0.00002184679,0.000005540131,0.0001836185,0.00000421229,0.00005038214,0.001156636],"study_design_scores_gemma":[0.000001608543,0.00005957357,0.9977401,0.000006436081,0.00001133837,0.001819091,0.0000763796,0.00003707193,0.0001129227,0.000007112308,0.0001263648,0.000002009895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987293,0.0006169918,0.0000355396,0.00002564995,0.000004465951,0.000004119551,0.0002616207,0.000004903083,0.0003172656],"genre_scores_gemma":[0.9992347,0.0001627182,0.00007369649,0.000008456242,0.000008947393,0.000007375243,0.0003363693,0.000002135774,0.0001656041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002749436,"threshold_uncertainty_score":0.007469535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842622931796733,"score_gpt":0.3184327131447918,"score_spread":0.2900064838268245,"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."}}