{"id":"W4308684155","doi":"10.1093/neuonc/noac217","title":"Global survival trends for brain tumors, by histology: analysis of individual records for 556,237 adults diagnosed in 59 countries during 2000–2014 (CONCORD-3)","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Centers for Disease Control and Prevention; Swiss Cancer Research Foundation; Susan G. Komen; Ligue Contre le Cancer; Swiss Re; CHILDREN with CANCER UK; National Cancer Institute; Institut National Du Cancer; Cancer Research UK; American Cancer Society","keywords":"Medicine; Oligodendroglioma; Population; Glioma; Brain tumor; Histology; Survival analysis; Astrocytoma; Oncology; Glioblastoma; Demography; Gerontology; Internal medicine; Pathology; Environmental health; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006169681,0.0003010482,0.001439698,0.0007338445,0.0001824552,0.00001072048,0.0002676433,0.0001775691,0.0004362028],"category_scores_gemma":[0.000559135,0.000304599,0.0004314673,0.001139904,0.0001570088,0.00005295828,0.0001557361,0.0001971204,0.000001765329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228311,"about_ca_system_score_gemma":0.0004450769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007341254,"about_ca_topic_score_gemma":0.005767892,"domain_scores_codex":[0.9971663,0.0003600129,0.000805979,0.0007058038,0.0003594754,0.0006023757],"domain_scores_gemma":[0.9965938,0.002300249,0.000455767,0.0003650203,0.0001232125,0.0001619807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006225461,0.002972745,0.8732468,0.0001315753,0.001566214,0.0006296454,0.00101539,0.0002479383,0.002829271,0.0002996648,0.09256409,0.01827118],"study_design_scores_gemma":[0.03609253,0.01165625,0.6694148,0.0000277086,0.003629185,0.0001133115,0.001029066,0.000798105,0.001654792,0.0000758792,0.2750719,0.0004365101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863022,0.0006981454,0.00002386489,0.00668296,0.0007690247,0.000986703,0.004239657,0.00004973862,0.0002477302],"genre_scores_gemma":[0.9945731,0.00006838785,0.0002019803,0.001465957,0.0001057123,0.001948358,0.00153248,0.00003703266,0.00006698651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.203832,"threshold_uncertainty_score":0.9999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656716708719176,"score_gpt":0.3036107421851673,"score_spread":0.2870435750979756,"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."}}