{"id":"W4304109093","doi":"10.1093/neuonc/noac232","title":"Global survival trends for brain tumors, by histology: Analysis of individual records for 67,776 children diagnosed in 61 countries during 2000–2014 (CONCORD-3)","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Centers for Disease Control and Prevention; Susan G. Komen; Swiss Re; Maine Cancer Foundation; CHILDREN with CANCER UK; Institut National Du Cancer; Instituto Nacional do Câncer, Ministério da Saúde; American Cancer Society; Cancer Research UK; Cancer Registry of Greater California; Swiss Cancer Research Foundation; Ligue Contre le Cancer; Saskatchewan Cancer Agency","keywords":"Medicine; Medulloblastoma; Population; Cancer; Survival analysis; Demography; Oncology; Internal medicine; Pathology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006169839,0.0002978196,0.00139162,0.000742347,0.0002296293,0.00001496323,0.0002807732,0.0001698635,0.0004320322],"category_scores_gemma":[0.0004113145,0.0003013517,0.0004353345,0.001066485,0.0001919011,0.00005045149,0.0001656496,0.0002006229,0.000001604729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115182,"about_ca_system_score_gemma":0.0004969797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007715851,"about_ca_topic_score_gemma":0.003374124,"domain_scores_codex":[0.9972844,0.0003537084,0.0007550456,0.0006805949,0.0003410061,0.0005852074],"domain_scores_gemma":[0.9972084,0.001753571,0.0004318855,0.0003645642,0.00008950049,0.000152037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001753839,0.001886614,0.9220347,0.00003804193,0.001497535,0.0002060191,0.0004355088,0.0002125425,0.001889958,0.0002172404,0.06045301,0.009374929],"study_design_scores_gemma":[0.01790115,0.005948402,0.8771223,0.000009471636,0.002928386,0.0001037167,0.0002410549,0.0002835445,0.0009968507,0.00005564619,0.09412593,0.0002835771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856601,0.0007230572,0.00002454621,0.006895248,0.0005572059,0.001018389,0.004899764,0.00004914126,0.0001724894],"genre_scores_gemma":[0.9943876,0.00005222814,0.0002122687,0.001470387,0.0001158649,0.001531669,0.002133959,0.00003787869,0.00005809153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0449125,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560401329008861,"score_gpt":0.3016568838066956,"score_spread":0.286052870516607,"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."}}