{"id":"W4384283875","doi":"10.1016/j.ijrobp.2023.06.2294","title":"Challenges in Treating Childhood Infratentorial Ependymoma: A Low- and Middle-Income Country Experience","year":2023,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Roche","keywords":"Medicine; Ependymoma; Referral; Neurosurgery; Radiation therapy; Radiation oncology; Pediatrics; Surgery; Family medicine","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":[0.0005510519,0.0002599152,0.0002684079,0.0002548691,0.002654122,0.001947047,0.0004550306,0.0007980455,0.004090336],"category_scores_gemma":[0.00142262,0.0001471959,0.0002284391,0.0005984089,0.0006468087,0.001403015,0.0014694,0.001731293,0.0006037516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216513,"about_ca_system_score_gemma":0.002697272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008081921,"about_ca_topic_score_gemma":0.02581796,"domain_scores_codex":[0.9996711,0.00007224902,0.0000257327,0.00002299052,0.00004641556,0.0001615996],"domain_scores_gemma":[0.9992737,0.00009296469,0.00008368223,0.00001198524,0.00008451045,0.0004532516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003607948,0.001257351,0.3903648,0.0005701106,0.0001446233,0.2769057,0.03211522,0.002415322,0.00357007,0.007487142,0.0761971,0.2086118],"study_design_scores_gemma":[0.00007162511,0.0008466114,0.1839206,0.001107568,0.0001260897,0.4417837,0.1928799,0.001613187,0.001079548,0.008181402,0.1681958,0.0001940653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114043,0.00997471,0.001500709,0.04840812,0.001102416,0.00005120921,0.0002980919,0.00003843896,0.0272221],"genre_scores_gemma":[0.9775047,0.009517691,0.001571137,0.006893866,0.0003783306,0.00002788037,0.000212273,0.00005428773,0.003839804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008081921,"threshold_uncertainty_score":0.01606977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730771549471341,"score_gpt":0.3352831455840929,"score_spread":0.2979754300893795,"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."}}