{"id":"W4403658699","doi":"10.1007/978-3-031-62017-1_14","title":"Ependymoma","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; Children's Hospital of Eastern Ontario; BC Children's Hospital","funders":"","keywords":"Ependymoma; Medicine; Pathology","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":[0.00007882645,0.0005166282,0.0002755388,0.0007460123,0.000412451,0.0008438006,0.000402045,0.0005804526,0.06948404],"category_scores_gemma":[0.000297201,0.0001719236,0.0002380012,0.0004389775,0.0002650556,0.0008558954,0.0006755238,0.00118577,0.03193741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277677,"about_ca_system_score_gemma":0.0004289176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009255648,"about_ca_topic_score_gemma":0.003781139,"domain_scores_codex":[0.9999499,0.000004782715,0.000002395437,0.000008525169,0.00002742034,0.000006909207],"domain_scores_gemma":[0.9999429,0.00002297954,0.000003040086,0.000005661102,0.0000147701,0.00001052433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002334036,0.00004405984,0.0001435022,0.0002274963,0.000005901053,0.001516583,0.000108469,0.0002844502,0.001579025,0.02260774,0.5160185,0.4574409],"study_design_scores_gemma":[0.0000024426,0.00001191001,0.0002358332,0.00008786788,0.000002874739,0.002989427,0.00001953539,0.00005511862,0.0002738649,0.003485296,0.992833,0.00000274183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001081719,0.02675523,0.002859753,0.001419098,0.003628343,0.00004314467,0.0001660346,0.0001714793,0.9638754],"genre_scores_gemma":[0.003239196,0.01312749,0.001427351,0.000856028,0.0009490044,0.0000186991,0.000160716,0.00005485613,0.9801667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06948404,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330325622199633,"score_gpt":0.2656474231202119,"score_spread":0.2423441668982156,"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."}}