{"id":"W4380363071","doi":"10.1093/neuonc/noad073.114","title":"EPEN-10. SPINAL EPENDYMOMA WITH MYCN-AMPLIFICATION – A DISEASE OF CHILDHOOD AND YOUNG ADULTHOOD WITH DISMAL PROGNOSIS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; University of British Columbia","funders":"","keywords":"Ependymoma; Medicine; Cohort; Epidemiology; Copy-number variation; Metastasis; Population; Oncology; Pathology; Internal medicine; Pediatrics; Biology; Cancer; Genetics; Genome","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":[0.0001204925,0.0002447291,0.0002018184,0.0005741576,0.0003612614,0.0002779072,0.0001257532,0.000236633,0.001643525],"category_scores_gemma":[0.0004729798,0.00008670644,0.0001054011,0.0004471909,0.0002104879,0.000183083,0.0003059233,0.0002162399,0.0004172806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820601,"about_ca_system_score_gemma":0.0002420968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110045,"about_ca_topic_score_gemma":0.002652998,"domain_scores_codex":[0.9998895,0.000009532801,0.00001127893,0.0000316562,0.0000198507,0.00003804624],"domain_scores_gemma":[0.9998004,0.0000342589,0.00006237596,0.000012358,0.0000263382,0.00006436495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002026236,0.00005636891,0.9361627,0.00003589853,0.00001994954,0.04401657,0.0001468321,0.00007049697,0.00728029,0.0001092644,0.0004352304,0.01146379],"study_design_scores_gemma":[0.000005499096,0.0001865073,0.8882189,0.00001369988,0.00002099779,0.1079066,0.0002228123,0.0001463551,0.001346212,0.00008225859,0.001843377,0.000006944683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969621,0.0005539623,0.0001392932,0.0000367605,0.00001097361,0.00001338888,0.0004276472,0.000009107995,0.001846776],"genre_scores_gemma":[0.9987356,0.0002015021,0.0001333962,0.00002049755,0.000009951866,0.000005340778,0.0003826294,0.000002012119,0.0005091188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002110045,"threshold_uncertainty_score":0.005498171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650863132436308,"score_gpt":0.2791648079999841,"score_spread":0.262656176675621,"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."}}