{"id":"W2200199743","doi":"10.1016/j.ijrobp.2015.10.041","title":"Treatment Responses and Survival in IDH1-Mutant Grade II and III Gliomas in NRG Oncology/RTOG 9802 and 9813","year":2015,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; IDH1; Oncology; Adjuvant; Glioma; Radiation therapy; Internal medicine; Chemotherapy; Isocitrate dehydrogenase; Mutant; Adjuvant chemotherapy; Cancer research; Cancer; Gene; Genetics; Biology; Enzyme","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":[0.0004264184,0.0001456399,0.0003860194,0.0001951763,0.0001743554,0.0003182479,0.0002637224,0.0003108706,0.001131539],"category_scores_gemma":[0.0005076068,0.00007401622,0.0002878335,0.0002325928,0.0001932648,0.000238526,0.0001663099,0.0004861008,0.00028896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006581556,"about_ca_system_score_gemma":0.0004421723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004141765,"about_ca_topic_score_gemma":0.006811134,"domain_scores_codex":[0.9998279,0.00003801975,0.00001307669,0.00003062883,0.00002646396,0.00006387544],"domain_scores_gemma":[0.9996728,0.00006557976,0.00006600322,0.0000280979,0.00002984985,0.0001377899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1801973,0.007052721,0.5782167,0.0001464877,0.0006365367,0.0007518289,0.000798338,0.004410861,0.06085208,0.000507637,0.005508082,0.1609215],"study_design_scores_gemma":[0.001693693,0.04566557,0.9373623,0.00002194263,0.0003663304,0.0007944838,0.0005515465,0.00231905,0.006570253,0.0002837266,0.004346181,0.00002479254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990358,0.0001396519,0.00003161989,0.00002562723,0.000004938046,0.000009426714,0.0002248696,0.000003716146,0.0005243883],"genre_scores_gemma":[0.9979745,0.0001117231,0.00005718496,0.00007055133,0.000005131703,0.00002041987,0.0009921462,0.000005470991,0.0007629069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004141765,"threshold_uncertainty_score":0.008235335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394760552272284,"score_gpt":0.361703719231135,"score_spread":0.3177561137084122,"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."}}