{"id":"W1522006085","doi":"10.1002/cncr.26685","title":"Improving prognosis of glioblastoma in the 21st century: Who has benefited most?","year":2011,"lang":"en","type":"article","venue":"Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Temozolomide; Glioblastoma; Relative survival; Hazard ratio; Population; Cancer registry; Survival analysis; Internal medicine; Proportional hazards model; Cancer; Epidemiology; Oncology; Radiation therapy; Clinical trial; Brain tumor; Confidence interval; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002089553,0.0002278694,0.0007551091,0.0005901111,0.0004311206,0.001311062,0.0003785619,0.0006426197,0.002621765],"category_scores_gemma":[0.007531581,0.000072444,0.0003874141,0.001020805,0.0005651906,0.001502777,0.0006873685,0.0005675009,0.0005950409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124719,"about_ca_system_score_gemma":0.002242893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002330174,"about_ca_topic_score_gemma":0.005287222,"domain_scores_codex":[0.9994615,0.0001758606,0.00005015671,0.00006034191,0.0001417993,0.0001104173],"domain_scores_gemma":[0.9973937,0.0003729942,0.0007156007,0.00006422201,0.0005953219,0.000858079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006661122,0.0002064101,0.5420371,0.001151205,0.0002954237,0.000281289,0.0004172815,0.0003846858,0.0007322679,0.001078141,0.05056594,0.4021842],"study_design_scores_gemma":[0.0001563366,0.001011788,0.9086111,0.002757625,0.0005969136,0.001175261,0.002058325,0.0006558465,0.0008837584,0.004551717,0.07747154,0.00006984863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4489051,0.304734,0.0007232907,0.23342,0.002339784,0.00004688133,0.001699091,0.0001517222,0.007979933],"genre_scores_gemma":[0.8505442,0.1265774,0.001220979,0.01654096,0.003045539,0.00002708769,0.000931024,0.00004028489,0.001072488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002621765,"threshold_uncertainty_score":0.0110507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348822008807639,"score_gpt":0.2612007237635218,"score_spread":0.2263185228827579,"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."}}