{"id":"W1977769421","doi":"10.1007/s00381-010-1251-6","title":"Posterior fossa ependymomas: new radiological classification with surgical correlation","year":2010,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Posterior fossa; Neurosurgery; Radiological weapon; Ependymoma; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001299593,0.0002036969,0.0003797695,0.00007993594,0.0001457845,0.00004312443,0.00008059227,0.000210121,0.00009465009],"category_scores_gemma":[0.00002923497,0.0001259351,0.0001108423,0.0001428075,0.00005349219,0.00006308678,0.00001928826,0.0002809847,0.0002010848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009182707,"about_ca_system_score_gemma":0.00007296394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005666613,"about_ca_topic_score_gemma":0.00004466867,"domain_scores_codex":[0.9987551,0.00005109041,0.0003067018,0.0003773976,0.000264697,0.000245004],"domain_scores_gemma":[0.998944,0.00007373518,0.0001851642,0.0004332506,0.00007089481,0.0002929866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002473253,0.001951597,0.8467504,0.0004782391,0.0006776107,0.007291395,0.001042103,0.00009487641,0.01118012,0.04663718,0.007787293,0.07363593],"study_design_scores_gemma":[0.006671601,0.001047696,0.9425624,0.0004562881,0.0003240193,0.02864601,0.0003334035,0.001742649,0.0009376009,0.00001069564,0.01696128,0.0003063818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818792,0.0002472197,0.00009718909,0.002404511,0.0004187109,0.0007689541,0.000006422747,0.0002200791,0.01395774],"genre_scores_gemma":[0.9982762,0.000005671325,0.0004581099,0.00007220922,0.0006182299,0.00005930291,0.00008902205,0.00002575012,0.0003955271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09581198,"threshold_uncertainty_score":0.5135484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322414773201027,"score_gpt":0.2373689117578837,"score_spread":0.2241447640258734,"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."}}