{"id":"W2969002050","doi":"10.1007/s00401-019-02056-2","title":"MYCN amplification drives an aggressive form of spinal ependymoma","year":2019,"lang":"en","type":"article","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; Universitätsklinikum Heidelberg; Helmholtz Association; University College London Hospitals NHS Foundation Trust; Deutsche Krebshilfe; Eberhard Karls Universität Tübingen; Studienstiftung des Deutschen Volkes; Department of Health and Social Care; National Institute for Health and Care Research; CERN; Deutsches Krebsforschungszentrum","keywords":"Ependymoma; Spinal cord; Pathology; Fluorescence in situ hybridization; Medicine; Biology; Chromosome","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":[0.000080898,0.0001370237,0.0002704735,0.00008383812,0.00003827043,0.00001160225,0.0001125479,0.0000639181,0.0002204144],"category_scores_gemma":[0.0001216979,0.0000947202,0.00008766022,0.0001194418,0.00005844283,0.000103152,0.00004530499,0.0000964523,0.0001185459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001668278,"about_ca_system_score_gemma":0.00001995251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004662384,"about_ca_topic_score_gemma":7.002216e-7,"domain_scores_codex":[0.9990402,0.00005795739,0.0002144398,0.0003263262,0.0001812647,0.0001797606],"domain_scores_gemma":[0.9990161,0.00004519212,0.0002636934,0.0004951124,0.0000873936,0.00009252745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004314069,0.001667178,0.2511466,0.00006585884,0.0000291534,0.002260712,0.0003641583,0.000001717462,0.7216715,0.001255933,0.0001503901,0.02095535],"study_design_scores_gemma":[0.0009657621,0.003780255,0.9410247,0.00006793351,0.00006675599,0.0008794548,0.00008320108,0.00003282827,0.05218495,0.0002323955,0.0005882076,0.00009352057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966166,0.0001208042,0.000006069045,0.000543178,0.000106928,0.000430691,0.00001034355,0.00005128976,0.002114075],"genre_scores_gemma":[0.9990147,0.00009341691,0.0004407668,0.0002680067,0.0000399659,0.0000294759,0.00003737438,0.0000150189,0.00006122693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6898781,"threshold_uncertainty_score":0.3862578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402165537351608,"score_gpt":0.2911544096150547,"score_spread":0.2671327542415386,"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."}}