{"id":"W4388589113","doi":"10.1093/neuonc/noad179.0794","title":"NCMP-10. DEXAMETHASONE: A TOOL AND A PROBLEM IN GLIOBLASTOMA MANAGEMENT","year":2023,"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":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Metformin; Dexamethasone; Leukocytosis; Glycemic; Internal medicine; Diabetes mellitus; Univariate analysis; Gastroenterology; Complication; Proportional hazards model; Hazard ratio; Surgery; Multivariate analysis; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002714079,0.0002516984,0.000491093,0.0007940094,0.0005060517,0.001558291,0.0007636561,0.0005530118,0.001651287],"category_scores_gemma":[0.009880682,0.0001127324,0.0002773667,0.001822122,0.0005281093,0.001506829,0.0006220476,0.001462091,0.0003444919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091627,"about_ca_system_score_gemma":0.002390394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004629307,"about_ca_topic_score_gemma":0.008230946,"domain_scores_codex":[0.9981419,0.0006548209,0.0003005321,0.0001534264,0.0006217358,0.0001276324],"domain_scores_gemma":[0.9935672,0.001884246,0.002481818,0.0001710627,0.001069238,0.0008264661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007215337,0.0002041691,0.5261402,0.0008830237,0.0001411933,0.001296069,0.0002749567,0.0003317688,0.0006969861,0.001953154,0.02090316,0.4464539],"study_design_scores_gemma":[0.0001652443,0.001519961,0.7968283,0.005169058,0.0006146419,0.01413683,0.003978351,0.005094766,0.002460953,0.01019549,0.1596879,0.0001485473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4867514,0.2761176,0.006690135,0.2035361,0.002971117,0.0001739103,0.002530796,0.0002821665,0.02094684],"genre_scores_gemma":[0.9297205,0.04471124,0.01036189,0.01016564,0.001827915,0.0000963565,0.0009835423,0.00006000584,0.002072865],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004629307,"threshold_uncertainty_score":0.01435363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926542897391518,"score_gpt":0.2984501386200385,"score_spread":0.2791847096461233,"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."}}