{"id":"W2067914679","doi":"10.1007/s00381-014-2575-4","title":"The role of resection alone in select children with intracranial ependymoma: the Canadian Pediatric Brain Tumour Consortium experience","year":2014,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; BC Cancer Agency; CancerCare Manitoba; Children's Hospital of Eastern Ontario; Stollery Children's Hospital; Izaak Walton Killam Health Centre; Alberta Children's Hospital; Montreal Children's Hospital; Kingston General Hospital; Hospital for Sick Children; Centre Hospitalier Universitaire Sainte-Justine; London Health Sciences Centre; BC Children's Hospital","funders":"","keywords":"Medicine; Ependymoma; Radiation therapy; Neurosurgery; Surgery; Oncology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484553,0.0001710198,0.0002983584,0.0001410213,0.0004563529,0.00004542054,0.0001740767,0.00007751604,0.000004459089],"category_scores_gemma":[0.00008934918,0.0000878349,0.00006218357,0.0004151162,0.00008751849,0.00003919083,0.00001928238,0.0002166961,0.00001262301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002502488,"about_ca_system_score_gemma":0.000205852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1222931,"about_ca_topic_score_gemma":0.3953181,"domain_scores_codex":[0.9985195,0.000191146,0.0003309435,0.0002647839,0.0003153963,0.0003781974],"domain_scores_gemma":[0.9990323,0.0001623295,0.0001551268,0.0004020964,0.00008432247,0.0001638602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001798078,0.0001369423,0.9941971,0.00005027046,0.00008571529,0.00009644988,0.00122768,0.00007207553,0.0001634134,0.001578421,0.0002211555,0.001990974],"study_design_scores_gemma":[0.001821524,0.0004199655,0.9915383,0.0001386952,0.00009222037,0.001947994,0.0007523751,0.0004107485,0.002484474,0.00001036982,0.0002703342,0.0001129317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933921,0.001006777,0.000002938724,0.001617409,0.0001042556,0.0009168815,0.000008407913,0.00002994334,0.002921287],"genre_scores_gemma":[0.9993106,0.00001484823,0.00001145376,0.00009195133,0.0003751691,0.0001444904,0.00001233923,0.00002324497,0.00001596146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.273025,"threshold_uncertainty_score":0.8835517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003830497767378916,"score_gpt":0.2020539245216325,"score_spread":0.1982234267542536,"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."}}