{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000563443,0.0001216953,0.0002298869,0.00009745457,0.00008716713,0.0001686352,0.0001037312,0.0001597007,0.0006536492],"category_scores_gemma":[0.0008380369,0.00005785079,0.0002449109,0.0001447079,0.000139892,0.00009696124,0.00009948687,0.0002685594,0.00005643816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612919,"about_ca_system_score_gemma":0.0002256776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005295108,"about_ca_topic_score_gemma":0.001870125,"domain_scores_codex":[0.9998247,0.00008428822,0.00001799477,0.00002500141,0.0000232533,0.00002475764],"domain_scores_gemma":[0.9994144,0.0002134824,0.000248416,0.00002276503,0.0000212922,0.00007961561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07917963,0.0008613653,0.7346864,0.000567888,0.001366774,0.000336733,0.00009991731,0.002122282,0.04008914,0.0001476075,0.001895018,0.1386472],"study_design_scores_gemma":[0.002991908,0.01600428,0.9713318,0.00005832168,0.0008591585,0.001025535,0.00004754782,0.001274712,0.004414435,0.0001627312,0.001818832,0.00001065638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985796,0.000929268,0.00003861018,0.00007800535,0.000004826712,0.000008812622,0.0000771351,0.000003751935,0.0002800062],"genre_scores_gemma":[0.9995143,0.0001866078,0.00005519704,0.0000511698,0.000008136798,0.000004514205,0.0001125378,9.238362e-7,0.00006666491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006536492,"threshold_uncertainty_score":0.002979815,"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."}}