{"id":"W4319656025","doi":"10.1007/s11060-023-04258-x","title":"Outcomes following management of relapsed pediatric posterior fossa ependymoma in the molecular era","year":2023,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Ependymoma; Proportional hazards model; Hazard ratio; Posterior fossa; Disease; Survival analysis; Surgery; Overall survival; Internal medicine; Oncology; Confidence interval","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":[0.0003644307,0.0001855974,0.0004506138,0.0003914057,0.0004636647,0.0008521455,0.0004873938,0.0004056301,0.0009762783],"category_scores_gemma":[0.003251556,0.00007678655,0.0005331074,0.0004709084,0.0003176747,0.0008017126,0.0007336186,0.000711128,0.0001876111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552443,"about_ca_system_score_gemma":0.0007130502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606466,"about_ca_topic_score_gemma":0.004784175,"domain_scores_codex":[0.9995548,0.00006271264,0.00004455813,0.00006554101,0.00009865076,0.0001736405],"domain_scores_gemma":[0.9991084,0.0001370133,0.0003399935,0.00002662189,0.00009778532,0.0002901022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002114252,0.0004766868,0.8467913,0.0002435573,0.0004425573,0.01240721,0.0007831822,0.002131882,0.001380985,0.0007303814,0.004912414,0.1275856],"study_design_scores_gemma":[0.00007623924,0.002183272,0.9593447,0.0002095453,0.0002819649,0.02973916,0.001529159,0.001111574,0.0006179759,0.001318521,0.003550884,0.00003701517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891339,0.005000585,0.0003309888,0.001175764,0.00008652682,0.00002029519,0.0004665894,0.0000170846,0.003768282],"genre_scores_gemma":[0.9969838,0.001282406,0.0001300119,0.0002556366,0.00009358401,0.00001723822,0.0009622767,0.000009318987,0.0002656367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606466,"threshold_uncertainty_score":0.01126385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02459969302892992,"score_gpt":0.3294620432127627,"score_spread":0.3048623501838327,"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."}}