{"id":"W2333467546","doi":"10.17712/nsj.2016.2.20150503","title":"Ependymoma in supratentorial extra-axial location","year":2016,"lang":"en","type":"article","venue":"Neurosciences","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Neurological Institute and Hospital","funders":"","keywords":"Ependymoma; Medicine; Central nervous system; Pathology; Internal medicine","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":[0.00009579224,0.00006140565,0.000089724,0.00008690226,0.00003671753,0.00001927671,0.00006024344,0.00002541351,0.00006423906],"category_scores_gemma":[0.0001759949,0.00003303006,0.00002372922,0.0002685682,0.0000820407,0.000102361,0.00001306909,0.00002492591,0.00005925121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003192637,"about_ca_system_score_gemma":0.00006212846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005729703,"about_ca_topic_score_gemma":0.0000476298,"domain_scores_codex":[0.9992477,0.00002331092,0.0001150209,0.0002226951,0.0002314073,0.0001599236],"domain_scores_gemma":[0.9997146,0.0000569567,0.00002775534,0.0001095438,0.00002408164,0.00006707432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001358981,0.0009369321,0.5646105,0.00001092063,0.000003493818,0.0008424497,0.0001081174,0.000004920126,0.3907133,0.002699713,0.001007059,0.03892663],"study_design_scores_gemma":[0.002728689,0.0006962563,0.8999084,0.00006606829,0.00001369631,0.0001413973,0.00002535376,0.00005839288,0.09016354,0.0002308713,0.005875289,0.00009204574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946507,0.00003560438,0.00001827766,0.002425049,0.001822109,0.0001449104,0.000001632434,0.00001960655,0.0008821244],"genre_scores_gemma":[0.9993515,0.00002061659,0.00003380441,0.0001265517,0.000183579,0.00002152423,5.338271e-7,0.000003524928,0.0002583731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3352978,"threshold_uncertainty_score":0.1346927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158811557126084,"score_gpt":0.287236666359999,"score_spread":0.2556485507887382,"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."}}