{"id":"W2897542206","doi":"10.1016/j.ijrobp.2018.06.336","title":"Genetic Profiling of Oligodendrogliomas (IDH Mutated and 1p19q Co-deleted) Treated with Adjuvant Radiation Therapy or Observation Informs Prognosis","year":2018,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Oligodendroglioma; Oncology; Internal medicine; PDGFRA; Cohort; Radiation therapy; Oligodendroglial Tumor; Glioma; 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":[0.0001697531,0.0001658021,0.000327514,0.0009323629,0.0002954668,0.0006123194,0.0002294853,0.0004373742,0.001428839],"category_scores_gemma":[0.000943799,0.0001094208,0.0001963664,0.000746211,0.0001824621,0.0002474659,0.0002195096,0.0002294883,0.0003285789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810196,"about_ca_system_score_gemma":0.0002454661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742479,"about_ca_topic_score_gemma":0.004936772,"domain_scores_codex":[0.9998379,0.00001849032,0.00001479967,0.00004542617,0.00004294519,0.00004048217],"domain_scores_gemma":[0.9996473,0.00007491996,0.0001240787,0.00002099931,0.00006361516,0.00006917383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009054464,0.00005134998,0.9650334,0.00002256326,0.00004271403,0.0008761733,0.0001081365,0.0002529348,0.01620655,0.00007427587,0.000544346,0.01588205],"study_design_scores_gemma":[0.00001502927,0.0002339278,0.9889547,0.00001597525,0.0001467323,0.002487193,0.0003387429,0.0009607418,0.005034021,0.0002650914,0.001538154,0.000009817502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979608,0.0002830813,0.0001514659,0.0001563921,0.00001059742,0.000008212817,0.0005341382,0.00001239537,0.0008829699],"genre_scores_gemma":[0.9985676,0.0002065178,0.0002916537,0.00005976034,0.00001345542,0.000005245483,0.0005351273,0.000006159501,0.0003144552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003742479,"threshold_uncertainty_score":0.007441401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176206676107755,"score_gpt":0.3294638993157933,"score_spread":0.2977018325547157,"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."}}