{"id":"W2767664052","doi":"10.1093/neuonc/nox168.028","title":"ACTR-37. PREDICTIVE SIGNIFICANCE OF IDH1/2 MUTATION AND 1p/19q CO-DELETION STATUS IN A POST-HOC ANALYSIS OF NRG ONCOLOGY/RTOG 9802: A PHASE III TRIAL OF RT VS RT + PCV IN HIGH RISK LOW-GRADE GLIOMAS","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Regional Cancer Foundation; Princess Margaret Cancer Centre; Ottawa Hospital; University Health Network","funders":"","keywords":"Internal medicine; Oncology; Medicine; Hazard ratio; IDH1; Univariate analysis; Biopsy; Proportional hazards model; Post-hoc analysis; Multivariate analysis; Confidence interval; Biology; Gene; Mutation","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":[0.002238429,0.0006171639,0.001055147,0.0002626109,0.0001168109,0.0004793105,0.0005167028,0.0005832977,0.002146156],"category_scores_gemma":[0.001780744,0.0002305397,0.001189145,0.0002870678,0.0003867549,0.0003295857,0.0001712006,0.001215487,0.0004584189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827281,"about_ca_system_score_gemma":0.0008742144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000701258,"about_ca_topic_score_gemma":0.002525044,"domain_scores_codex":[0.9987158,0.0009308045,0.00005297971,0.0001311159,0.00008941149,0.00007994],"domain_scores_gemma":[0.9984306,0.0005673909,0.0003757791,0.0001533645,0.00006280528,0.0004101074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9030567,0.005714808,0.02839372,0.0001971244,0.001178507,0.0001330298,0.00007841224,0.001614552,0.01717925,0.00008593768,0.001211264,0.04115667],"study_design_scores_gemma":[0.2366756,0.5878431,0.1501993,0.00004158837,0.002956867,0.0004687743,0.00009600433,0.006402468,0.01047535,0.0004017028,0.004386956,0.00005234011],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977497,0.000564531,0.000174684,0.0001993031,0.00004222933,0.0002159144,0.0004411156,0.00002295308,0.0005895915],"genre_scores_gemma":[0.9967808,0.0002580183,0.000517568,0.000183032,0.00006051294,0.0002922025,0.0008147901,0.00001274269,0.00108038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002238429,"threshold_uncertainty_score":0.01183808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197238445767333,"score_gpt":0.345999983484621,"score_spread":0.3262761389078876,"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."}}