{"id":"W2091377954","doi":"10.1007/s11940-013-0218-9","title":"Anaplastic Oligodendroglioma: Advances and Treatment Options","year":2013,"lang":"en","type":"article","venue":"Current Treatment Options in Neurology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Oncology; Medicine; Lomustine; Procarbazine; Internal medicine; Temozolomide; Radiation therapy; Oligodendroglial Tumor; Oligodendroglioma; Vincristine; Chemotherapy; Cancer research; Glioma; Astrocytoma; Cyclophosphamide","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00002908726,0.000388928,0.0005109385,0.0005219245,0.0001505256,0.00003780832,0.00005646398,0.0001048318,0.0002484833],"category_scores_gemma":[0.00002505334,0.0002860301,0.000142495,0.0003416537,0.0001736925,0.0001796403,0.00003756457,0.0001178739,0.0002839065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586195,"about_ca_system_score_gemma":0.00006212955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001423454,"about_ca_topic_score_gemma":0.0002756664,"domain_scores_codex":[0.998297,0.00009662889,0.0003727939,0.0006316748,0.0001263398,0.0004755033],"domain_scores_gemma":[0.9989949,0.0002088772,0.00007989448,0.0004055541,0.00005650559,0.0002542501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000389142,0.02081491,0.5904624,0.00008912506,0.0005057463,0.0007965217,0.0004753876,0.0009244839,0.0008557683,0.006749189,0.0005301467,0.3774072],"study_design_scores_gemma":[0.02175828,0.01936024,0.8629794,0.0001221131,0.001069651,0.001603053,0.0001212912,0.003235413,0.0008164351,0.001343558,0.08695916,0.0006314721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732518,0.02154025,0.0000130408,0.002655058,0.0005144072,0.001472086,0.00003924268,0.0000985227,0.0004156477],"genre_scores_gemma":[0.9585358,0.03810383,0.0004608167,0.0000706489,0.0001073974,0.002477164,0.0001240231,0.00002841143,0.00009188866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3767757,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03061997661678387,"score_gpt":0.3116745122168991,"score_spread":0.2810545356001153,"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."}}