{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007061361,0.0001850669,0.0004116155,0.001449284,0.000274485,0.0006653494,0.0002368759,0.0002851496,0.003329134],"category_scores_gemma":[0.001944599,0.0001262462,0.000636671,0.002792845,0.0001511392,0.0004987032,0.0006852889,0.0003594673,0.0004807823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108356,"about_ca_system_score_gemma":0.0008243627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160645,"about_ca_topic_score_gemma":0.01065245,"domain_scores_codex":[0.9994559,0.0001138944,0.0001284964,0.0001121825,0.0001107681,0.0000788666],"domain_scores_gemma":[0.9992383,0.000107293,0.0003140489,0.00002683397,0.0001912154,0.0001225107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007955339,0.000039073,0.939638,0.001006049,0.0003655846,0.0003700344,0.0006603764,0.000254214,0.0003059419,0.000644521,0.01660489,0.04003173],"study_design_scores_gemma":[0.00001238021,0.0000543447,0.9586143,0.0007659583,0.0001270814,0.00089985,0.001118209,0.000112695,0.0001278334,0.000218981,0.03793759,0.00001075318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474618,0.04723644,0.001022704,0.003217699,0.0004104418,0.0002353429,0.08196891,0.000156193,0.01829051],"genre_scores_gemma":[0.920743,0.03487393,0.001542715,0.001609257,0.0003306319,0.0002598386,0.0378049,0.00004739836,0.00278833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0160645,"threshold_uncertainty_score":0.03194195,"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."}}