{"id":"W2588669390","doi":"10.1093/neuonc/now212.543","title":"NIMG-31. RESIDUAL ENHANCING TUMOR VOLUME IS A STRONG PROGNOSTIC BIOMARKER FOR SURVIVAL IN BOTH NEWLY DIAGNOSED AND RECURRENT GBM REGARDLESS OF THERAPY: EVIDENCE FROM 1,535 PATIENTS IN SINGLE AND MULTICENTER TRIALS","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiopharmaceutical Chemistry and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Context (archaeology); Oncology; Internal medicine; Biomarker; Chemotherapy; Clinical trial; Overall survival","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":[0.01347967,0.0006462611,0.002946927,0.0008108381,0.0003237009,0.00150502,0.0006745472,0.000913066,0.001199145],"category_scores_gemma":[0.009129256,0.0003302298,0.0038325,0.001545698,0.0007154761,0.0009022192,0.0009788306,0.0006904695,0.0003171971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005530203,"about_ca_system_score_gemma":0.000767665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007914345,"about_ca_topic_score_gemma":0.002856602,"domain_scores_codex":[0.9938275,0.003571216,0.0007516042,0.0008723502,0.0007229148,0.0002543744],"domain_scores_gemma":[0.9936381,0.002272714,0.002386089,0.0007888375,0.0004359674,0.0004782757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1582535,0.0008695205,0.4973114,0.005499581,0.1287849,0.0002495608,0.0003392306,0.001869649,0.006921773,0.000279284,0.003539886,0.1960819],"study_design_scores_gemma":[0.02725601,0.03394891,0.8053678,0.0009344264,0.1079736,0.0009965011,0.00023305,0.001515864,0.003305882,0.001041663,0.01729563,0.0001307334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926179,0.09934967,0.001010069,0.0008627941,0.0002185705,0.0005425694,0.003057442,0.00006417535,0.002276769],"genre_scores_gemma":[0.9887184,0.007277219,0.0007710113,0.0004643569,0.0001589939,0.0002947598,0.002012772,0.0000169867,0.0002854421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01347967,"threshold_uncertainty_score":0.07128811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108605759923458,"score_gpt":0.3812831153246559,"score_spread":0.2726773554011979,"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."}}