{"id":"W2171074831","doi":"10.1200/jco.2013.49.3726","title":"Benefit From Procarbazine, Lomustine, and Vincristine in Oligodendroglial Tumors Is Associated With Mutation of <i>IDH</i>","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":396,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institute of Neurological Disorders and Stroke; Mayo Clinic","keywords":"Medicine; Lomustine; Procarbazine; Oligodendroglial Tumor; Internal medicine; Hazard ratio; Oncology; Vincristine; Progression-free survival; Radiation therapy; Gastroenterology; Oligodendroglioma; Overall survival; Chemotherapy; Glioma; Confidence interval; Cancer research; Astrocytoma","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":[0.001182792,0.0001198972,0.0013529,0.0001192938,0.00001437581,0.000004586521,0.00005967749,0.0002134123,0.00003514265],"category_scores_gemma":[0.003154001,0.0000782925,0.0001347188,0.0001491575,0.0001220745,0.00005598185,0.00002155456,0.0003771376,0.000001923644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007769078,"about_ca_system_score_gemma":0.0003044988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001180018,"about_ca_topic_score_gemma":0.0005549002,"domain_scores_codex":[0.9976206,0.0001542321,0.001632552,0.0001615412,0.0002874813,0.0001435241],"domain_scores_gemma":[0.9956207,0.002090695,0.001604961,0.0001003091,0.0003866472,0.0001966592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005905955,0.003849061,0.9382911,0.00002599191,0.0005154151,0.001172389,0.0001962803,0.00004377784,0.0003359855,0.0001242178,0.0008240532,0.04871574],"study_design_scores_gemma":[0.01922452,0.02161703,0.9549968,0.000427204,0.0005636687,0.0001598283,0.00004782828,0.0005942626,0.001050002,0.0005956824,0.0006460698,0.00007706615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957464,0.0001964111,0.00002364627,0.002962001,0.0001463818,0.0001471496,0.00001287952,0.000004467194,0.0007606816],"genre_scores_gemma":[0.9969926,0.00008078625,0.001645831,0.0009454618,0.0002901605,0.000003457074,0.00001113587,0.00001240496,0.00001813188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04863868,"threshold_uncertainty_score":0.3775861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183404138576716,"score_gpt":0.3763377247617427,"score_spread":0.3345036833759755,"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."}}