{"id":"W3112642730","doi":"10.1093/neuonc/noaa215.349","title":"EPID-31. CONTEMPORARY MANAGEMENT OF GRADE 2 AND 3 GLIOMA IN ALBERTA AND MANITOBA, 2012–2016: COMPARISON OF TOLERABILITY AND OUTCOMES ACROSS CHEMOTHERAPY REGIMENS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute in Oncology and Hematology; CancerCare Manitoba; University of Alberta","funders":"","keywords":"Temozolomide; Medicine; Tolerability; Internal medicine; Procarbazine; Adverse effect; Rash; Nausea; Glioma; Oncology; Lomustine; Clinical trial; Vincristine; Chemotherapy; Surgery; Cyclophosphamide","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001302696,0.0002903,0.0003428351,0.001160002,0.000668907,0.000802514,0.0009474037,0.0002246208,0.0008530002],"category_scores_gemma":[0.002014515,0.0002014113,0.0003834105,0.003063835,0.0004739873,0.0002056124,0.000614303,0.0004414521,0.0001675415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02052282,"about_ca_system_score_gemma":0.01616242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9067985,"about_ca_topic_score_gemma":0.9532639,"domain_scores_codex":[0.9994072,0.00009433111,0.00003993171,0.00009721103,0.0002409296,0.0001204752],"domain_scores_gemma":[0.9979523,0.000117529,0.0006824599,0.00006407301,0.0006339509,0.0005495116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003130313,0.0003305947,0.9378639,0.0003026263,0.0002477121,0.0001523111,0.0005451109,0.001293821,0.001127829,0.0001323079,0.004063296,0.05080999],"study_design_scores_gemma":[0.0001475308,0.0004727163,0.9957992,0.00004285673,0.00008743089,0.00007760751,0.0003254464,0.0003278973,0.0001775559,0.00002621926,0.002505657,0.000009767057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815701,0.003437374,0.0002309402,0.00053228,0.00002229435,0.0002952954,0.01108249,0.00004777435,0.002781355],"genre_scores_gemma":[0.9835534,0.001679626,0.0005376339,0.0003732326,0.00002804206,0.0001389479,0.01231064,0.00001246617,0.001366012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09320152,"threshold_uncertainty_score":0.1875008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325933579988171,"score_gpt":0.3483038938811258,"score_spread":0.2950445580812441,"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."}}