{"id":"W2795436270","doi":"10.1093/neuonc/noy053","title":"Validation of postoperative residual contrast-enhancing tumor volume as an independent prognostic factor for overall survival in newly diagnosed glioblastoma","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; American Cancer Society","keywords":"Medicine; Oncology; Bevacizumab; Internal medicine; Clinical trial; Hazard ratio; Chemoradiotherapy; Radiation therapy; Chemotherapy; Confidence interval","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":[0.01032685,0.00037541,0.0007151322,0.001710812,0.0002264231,0.0009757599,0.0007123849,0.0002826184,0.0005822195],"category_scores_gemma":[0.01168712,0.0001425743,0.001013494,0.001996832,0.000440255,0.0005095284,0.0008328116,0.0003253065,0.0001070114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005295655,"about_ca_system_score_gemma":0.001147565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593776,"about_ca_topic_score_gemma":0.002837783,"domain_scores_codex":[0.996801,0.001355412,0.0006609648,0.0004936923,0.0005121658,0.0001767717],"domain_scores_gemma":[0.9873904,0.003028158,0.006589178,0.001397337,0.001131324,0.0004636635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001252743,0.00002918562,0.9922171,0.00004973749,0.0005761455,0.00003330843,0.0000387986,0.0003300212,0.0005206128,0.00001724635,0.00008338038,0.004851722],"study_design_scores_gemma":[0.00009456388,0.000663152,0.994696,0.00003377407,0.001019452,0.0004039929,0.00008839855,0.0009328155,0.001337927,0.00006886476,0.0006491494,0.00001209786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969301,0.001089088,0.0006622548,0.00003688711,0.000005939118,0.00004555832,0.0009449686,0.00001136111,0.000273969],"genre_scores_gemma":[0.997844,0.0001143653,0.0004792517,0.0000223684,0.000007280652,0.00003545971,0.001466754,0.000004318217,0.00002619872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032685,"threshold_uncertainty_score":0.05461425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160868425058025,"score_gpt":0.3112281537339281,"score_spread":0.2896194694833479,"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."}}