{"id":"W2067006079","doi":"10.1038/sj.bjc.6603876","title":"The prognostic value of health-related quality-of-life data in predicting survival in glioblastoma cancer patients: results from an international randomised phase III EORTC Brain Tumour and Radiation Oncology Groups, and NCIC Clinical Trials Group study","year":2007,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Foothills Medical Centre; Hamilton Health Sciences; Juravinski Cancer Centre","funders":"National Cancer Institute; European Organisation for Research and Treatment of Cancer","keywords":"Medicine; Quality of life (healthcare); Internal medicine; Glioblastoma; Oncology; Proportional hazards model; Cancer; Radiation therapy; Brain cancer; Survival analysis","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":[0.01721463,0.0009015515,0.001936186,0.0004031799,0.0002350437,0.0008726611,0.0006847258,0.0008724257,0.0009758947],"category_scores_gemma":[0.01803151,0.0002654441,0.00259105,0.0005796305,0.0007390213,0.0007512169,0.0005389585,0.001583061,0.0001894667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007684588,"about_ca_system_score_gemma":0.001014442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986887,"about_ca_topic_score_gemma":0.002554179,"domain_scores_codex":[0.9930565,0.005996817,0.0002971132,0.0001819025,0.0002861864,0.0001815631],"domain_scores_gemma":[0.9872357,0.008369172,0.002029537,0.0009579914,0.000497652,0.0009098748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7544297,0.005698221,0.1547153,0.0009674272,0.009289498,0.0000970135,0.0002366455,0.003822015,0.00150559,0.0001573193,0.001316858,0.06776445],"study_design_scores_gemma":[0.2339359,0.2383747,0.4931093,0.000382038,0.0149549,0.0003312904,0.0002341085,0.01302944,0.001666943,0.0009033673,0.002881662,0.000196453],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927724,0.004681097,0.0007451627,0.0004789773,0.00007603084,0.0003951277,0.000496012,0.00001577685,0.0003394306],"genre_scores_gemma":[0.9961234,0.00159802,0.0007126589,0.0001946851,0.00006374058,0.0002908533,0.0008583066,0.000008404192,0.0001499228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01721463,"threshold_uncertainty_score":0.09104073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001003033205187,"score_gpt":0.4785626979154748,"score_spread":0.3784623945949562,"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."}}