{"id":"W2326031646","doi":"10.1093/neuonc/nov061.24","title":"EP-05 * POSTERIOR FOSSA EPENDYMOMA SUBGROUPS HAVE DISTINCT THERAPEUTIC AND PROGNOSTIC IMPLICATIONS","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Ependymoma; Posterior fossa; Medicine; Internal medicine; Pathology; Radiology","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":[0.0003030783,0.0002622763,0.0002594416,0.0004252959,0.0002322373,0.000538091,0.0002578053,0.0002764411,0.002524715],"category_scores_gemma":[0.001313534,0.00008533616,0.0002905445,0.000633256,0.0002291245,0.0003390523,0.0004985777,0.0003696668,0.0005619919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003249779,"about_ca_system_score_gemma":0.0002228993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001718227,"about_ca_topic_score_gemma":0.002290374,"domain_scores_codex":[0.9998386,0.00001699277,0.00001972704,0.00005475878,0.00003787922,0.00003200033],"domain_scores_gemma":[0.9996008,0.00009690069,0.0001421931,0.0000469512,0.00005589803,0.00005727717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000546059,0.0000253465,0.9533969,0.00005689773,0.0001386623,0.00106731,0.0001610396,0.0004122927,0.01258991,0.0002613891,0.0008210419,0.0305232],"study_design_scores_gemma":[0.00001257833,0.0001345227,0.990275,0.00001302153,0.00008379959,0.003322942,0.0001753299,0.0004484286,0.002663262,0.0007059269,0.00215934,0.000005843538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962676,0.0003331706,0.0004452298,0.00007472052,0.000005466396,0.00001147421,0.001431014,0.00001839163,0.001412896],"genre_scores_gemma":[0.9970476,0.0001171281,0.0004188233,0.00003106584,0.000008230553,0.00001267122,0.001876501,0.000008755833,0.0004791897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002524715,"threshold_uncertainty_score":0.008445978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379192544088472,"score_gpt":0.2900184056764233,"score_spread":0.2662264802355386,"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."}}