{"id":"W4385840866","doi":"10.1016/j.adro.2023.101352","title":"Methylation and Molecular Profiling to Aid in Diagnosis and Radiation Treatment for an Intracranial Ewing Sarcoma in a Pediatric Patient: A Case Report","year":2023,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Epigenomics; Pathology; Sarcoma; DNA methylation; Biology; Gene; Gene expression; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003273116,0.0001332467,0.0003148778,0.0007734942,0.00004158375,0.0000115597,0.00001616623,0.0001016149,0.000001421193],"category_scores_gemma":[0.0004150006,0.0001302151,0.00002500662,0.000649584,0.00001378937,0.0002559339,0.00001418291,0.00006081612,7.771979e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005654361,"about_ca_system_score_gemma":0.00007532466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001799605,"about_ca_topic_score_gemma":0.001833339,"domain_scores_codex":[0.9987267,0.0001145596,0.0004531441,0.0003903516,0.00009009834,0.0002251921],"domain_scores_gemma":[0.9991602,0.0004688344,0.0001350174,0.0001086422,0.00003097393,0.00009634269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001466586,0.0003744487,0.4871215,0.00003512876,0.00000754409,0.008004747,0.001337457,0.002258582,0.0001972325,0.00008047863,0.000002019522,0.5004342],"study_design_scores_gemma":[0.03177158,0.0130502,0.8776298,0.0001183576,0.00029526,0.003873595,0.002004551,0.05174465,0.01070464,0.001987159,0.006234561,0.0005856885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993181,0.003620675,0.0001372707,0.0008533246,0.0001374373,0.002006188,0.00001076945,0.00002522155,0.00002810583],"genre_scores_gemma":[0.9903777,0.004228231,0.002715993,0.0001101105,0.00007434046,0.002338513,0.0001386137,0.00001564702,8.060007e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4998485,"threshold_uncertainty_score":0.5310017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379470166164059,"score_gpt":0.3693270734483968,"score_spread":0.3455323717867562,"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."}}