{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007964915,0.0002081822,0.0004088956,0.0001809402,0.00008567844,0.00001427433,0.00007029137,0.00007544317,0.00005544332],"category_scores_gemma":[0.00009744138,0.0001413659,0.00005380245,0.0004178354,0.0001505198,0.00005435339,0.00005075979,0.0001335679,0.00002760285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000546999,"about_ca_system_score_gemma":0.0002508102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002735835,"about_ca_topic_score_gemma":0.00004817914,"domain_scores_codex":[0.9986262,0.000074558,0.0002488418,0.0004735375,0.0002723947,0.0003044452],"domain_scores_gemma":[0.9989919,0.000106897,0.0001717177,0.0002977189,0.0001282275,0.0003035546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004854126,0.004196544,0.9305841,0.0002533824,0.000309219,0.004654437,0.0008873621,0.00001171815,0.01376684,0.0006608397,0.0009600349,0.03886144],"study_design_scores_gemma":[0.00650972,0.009902436,0.9744848,0.0001477617,0.0006498875,0.0007708148,0.0002757054,0.00008104846,0.004690386,0.00003761078,0.002299961,0.0001498789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928285,0.0001354292,0.00001093556,0.005406592,0.00006413896,0.001059563,0.00005380226,0.00007836286,0.0003626509],"genre_scores_gemma":[0.9986149,0.00008445557,0.0003250585,0.0002161435,0.00007619885,0.0005105855,0.0001183971,0.0000379561,0.00001629815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04390073,"threshold_uncertainty_score":0.5764736,"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."}}