{"id":"W2009976209","doi":"10.1097/00006123-200211000-00010","title":"Spinal Cord Ependymoma: Radical Surgical Resection and Outcome","year":2002,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Dysesthesia; Ependymoma; Surgery; Conus medullaris; Spinal cord; Cord; Spinal Cord Neoplasm; Radiation therapy","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":[0.0001060058,0.0001301469,0.0002851427,0.0001202914,0.00008104736,0.00002671165,0.000023198,0.00007641516,0.0004386264],"category_scores_gemma":[0.0001199263,0.000102874,0.0001147974,0.0001506757,0.00008108877,0.00005013529,0.00002681243,0.0001695638,0.0001142973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553845,"about_ca_system_score_gemma":0.000006011973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001415937,"about_ca_topic_score_gemma":0.000001396284,"domain_scores_codex":[0.9989262,0.0000468061,0.000252997,0.0002891081,0.0002523061,0.0002325682],"domain_scores_gemma":[0.9993742,0.0001449478,0.00004406899,0.0001906874,0.0000226716,0.0002234624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001073147,0.001037394,0.9275984,0.00006033989,0.00003764135,0.02195055,0.000009932932,5.680243e-7,0.0006543871,0.000317653,0.01500514,0.03225487],"study_design_scores_gemma":[0.003346308,0.002086464,0.883489,0.00006455871,0.000111866,0.01300964,0.000005853098,0.0003316706,0.001473553,0.00002916077,0.09586264,0.0001893087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929676,0.0008043119,0.000001458124,0.003379305,0.0004431556,0.0001466932,0.000003028373,0.00006705298,0.002187409],"genre_scores_gemma":[0.9984328,0.0002211739,0.00003496555,0.0004345099,0.0002166518,0.00002099685,0.00000419803,0.00001774658,0.0006169666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0808575,"threshold_uncertainty_score":0.4802651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690687883492532,"score_gpt":0.3152880779390493,"score_spread":0.2462192895897961,"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."}}