{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001533921,0.0002315658,0.0004170209,0.002278695,0.0002473083,0.0005852651,0.0004275118,0.0002584656,0.0007682845],"category_scores_gemma":[0.002946974,0.0002226045,0.0006692369,0.004229123,0.0002726465,0.0004880804,0.0009908896,0.0003094852,0.000260344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009713091,"about_ca_system_score_gemma":0.00112222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06798367,"about_ca_topic_score_gemma":0.07352515,"domain_scores_codex":[0.9990687,0.0001410407,0.0002279515,0.000261539,0.0001704867,0.0001303415],"domain_scores_gemma":[0.9972531,0.000340048,0.001497296,0.000260604,0.0004689172,0.0001799982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007652655,0.000006194505,0.9960198,0.0000690174,0.0001177139,0.0000409375,0.0001056778,0.0001399468,0.0000742437,0.00003226175,0.0009851538,0.002332652],"study_design_scores_gemma":[0.000005341462,0.00002923104,0.9982656,0.00003242266,0.00005469026,0.0001023969,0.000193777,0.0001721884,0.00006714979,0.00001145624,0.001061628,0.000004165127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489812,0.001146457,0.0004238425,0.0001013445,0.00001118251,0.00004085878,0.04863423,0.00002959559,0.0006313657],"genre_scores_gemma":[0.9383445,0.0009166106,0.0006890146,0.00007617374,0.00002106095,0.00007285538,0.05957218,0.00001324796,0.0002943106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06798367,"threshold_uncertainty_score":0.1351759,"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."}}