{"id":"W2913160740","doi":"10.1002/cncr.31995","title":"Survival and functional outcomes of molecularly defined childhood posterior fossa ependymoma: Cure at a cost","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Hospital for Sick Children; Brain Tumour Foundation of Canada; University of Toronto; Pediatric Brain Tumor Foundation; American Brain Tumor Association","keywords":"Medicine; Ependymoma; Neurocognitive; Radiation therapy; Cohort; Astrocytoma; Surgery; Internal medicine; Pediatrics; Oncology; Glioma; Psychiatry; Cognition","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004629786,0.000208006,0.0002485008,0.0004646267,0.0002434403,0.0004624003,0.0002519104,0.000248665,0.000603393],"category_scores_gemma":[0.002353437,0.00006438281,0.0002698095,0.0004900685,0.0003440596,0.0006089427,0.0004417893,0.0003533869,0.00009072519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007482489,"about_ca_system_score_gemma":0.0006365597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004569661,"about_ca_topic_score_gemma":0.009288399,"domain_scores_codex":[0.9997986,0.00003413351,0.00001814697,0.00003767815,0.00005277921,0.00005864209],"domain_scores_gemma":[0.9989906,0.0001881407,0.0004475371,0.00004472049,0.00008443729,0.0002445211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002273929,0.00002175377,0.9864477,0.00002715415,0.00004784614,0.0002396513,0.00005131164,0.0003627182,0.0003084541,0.00005932341,0.0002601452,0.01194661],"study_design_scores_gemma":[0.000005891723,0.0001263806,0.9980313,0.00001644837,0.00004163135,0.0009389289,0.0001456943,0.0002804231,0.00007014992,0.00009223731,0.0002466907,0.000004163689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997577,0.001433467,0.00005796836,0.0002739643,0.000007491158,0.000002902019,0.0002864104,0.000003388733,0.0003573339],"genre_scores_gemma":[0.9992842,0.00030918,0.00003624762,0.0000174677,0.00001332668,0.000001902319,0.0003046216,9.134988e-7,0.00003212238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004569661,"threshold_uncertainty_score":0.009086132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01545585305158637,"score_gpt":0.2622134284042053,"score_spread":0.2467575753526189,"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."}}