{"id":"W4319301760","doi":"10.1016/j.esmoop.2022.100744","title":"Cancer burden in adolescents and young adults in Europe","year":2023,"lang":"en","type":"article","venue":"ESMO Open","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"European Society for Medical Oncology","keywords":"Medicine; Overdiagnosis; European union; Incidence (geometry); Cancer; Population; Public health; Thyroid cancer; Young adult; Epidemiology; Demography; Environmental health; Gerontology; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005485585,0.0001177748,0.0003084769,0.0001519571,0.00002610285,0.00004026526,0.0002265801,0.00005487418,0.0000919891],"category_scores_gemma":[0.0002051029,0.0001164868,0.0000162726,0.0007803129,0.00003456212,0.0001399033,0.0003680348,0.0002300842,0.0001303718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007071638,"about_ca_system_score_gemma":0.0001386699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1156119,"about_ca_topic_score_gemma":0.09202,"domain_scores_codex":[0.998782,0.00009562163,0.0002864387,0.0003420319,0.0002259178,0.0002680365],"domain_scores_gemma":[0.9995248,0.00002136213,0.00005003362,0.0002531985,0.0000419595,0.0001086094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003456217,0.00006690516,0.980143,0.0002057204,0.0000133443,0.0001855584,0.007365094,0.000009426029,0.00002787145,0.00002403197,0.003775832,0.007837657],"study_design_scores_gemma":[0.003652682,0.00005383303,0.986326,0.002637711,0.000007807478,0.000007276321,0.0008030326,0.0001638716,0.00005232687,0.00002928188,0.006135518,0.0001306757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873415,0.0002299707,4.572171e-7,0.00718191,0.0002816433,0.0007509365,0.000009916626,0.00004263293,0.004161051],"genre_scores_gemma":[0.9961799,0.0004764995,0.00002945062,0.001210631,0.0001747164,0.00006008173,0.00001788631,0.00002887179,0.001822012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0235919,"threshold_uncertainty_score":0.9245483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03520839912292764,"score_gpt":0.3470547380021982,"score_spread":0.3118463388792706,"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."}}