{"id":"W1961018259","doi":"10.3171/jns.2000.92.4.0722","title":"Malignant transformation of a dysembryoplastic neuroepithelial tumor","year":2000,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"World Health Organization","keywords":"Medicine; Lesion; Malignant transformation; Pathology; Magnetic resonance imaging; Astrocytoma; Malignancy; Pleomorphism (cytology); Neuroepithelial cell; Radiology; Glioma; Immunohistochemistry; Biology","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":[0.0001299038,0.0003783952,0.0002176378,0.0005606442,0.000544206,0.000556642,0.0002326708,0.0006039405,0.0007299059],"category_scores_gemma":[0.001340186,0.0002401741,0.0001808014,0.0003657255,0.0003983858,0.0003430448,0.0003640644,0.0003905706,0.0004264147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310403,"about_ca_system_score_gemma":0.0001882135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007613585,"about_ca_topic_score_gemma":0.00156321,"domain_scores_codex":[0.9998759,0.00001669125,0.00001567209,0.00002299413,0.0000273294,0.00004151409],"domain_scores_gemma":[0.9995936,0.0001261394,0.00009868328,0.00005274987,0.00003774853,0.00009116308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001002398,0.00002999107,0.04924159,0.00003949869,0.000009780714,0.935334,0.0003149892,0.0001105905,0.008154471,0.0002187913,0.0002013285,0.006244709],"study_design_scores_gemma":[0.00001251556,0.0001301615,0.03756407,0.00001455558,0.00001696633,0.9559593,0.0001397089,0.00040857,0.002683572,0.000176631,0.002884881,0.000009071418],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944576,0.00141176,0.0004495183,0.000167269,0.00004682893,0.00002467918,0.00005751258,0.00002252659,0.003362264],"genre_scores_gemma":[0.9985358,0.0005164046,0.0002034706,0.00005947467,0.00005893001,0.000003377799,0.00004225453,0.000003283806,0.0005770224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007613585,"threshold_uncertainty_score":0.002441823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943660895426522,"score_gpt":0.2715788953380238,"score_spread":0.2521422863837585,"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."}}