{"id":"W4409625038","doi":"10.1158/1538-7445.am2025-3591","title":"Abstract 3591: Global burden and trends in cancer incidence and mortality among young adults","year":2025,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Cancer incidence; Incidence (geometry); Demography; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005128787,0.0001368387,0.0002893668,0.0002730711,0.0001082699,0.0000590854,0.0001107265,0.0001195298,0.0003284945],"category_scores_gemma":[0.00009216469,0.0001202338,0.00003445842,0.0009737048,0.000418786,0.0001313156,0.0001524471,0.0004993113,0.000001289569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008366915,"about_ca_system_score_gemma":0.000433969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3586056,"about_ca_topic_score_gemma":0.1586926,"domain_scores_codex":[0.9983212,0.00004524579,0.0002332898,0.0004808627,0.0004623281,0.0004571266],"domain_scores_gemma":[0.9992507,0.00005788572,0.00003456902,0.0002614222,0.0001487622,0.0002466936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003173766,0.00001779752,0.8730249,0.0002207579,0.00003891588,0.00005885566,0.0004848299,0.000007622068,0.000407097,0.00006252283,0.001549847,0.1238094],"study_design_scores_gemma":[0.001362653,0.00004993344,0.9954104,0.0007170714,0.00002161155,0.000003278314,0.0004365178,0.0001364651,0.000206927,0.0001552441,0.001397426,0.0001024666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835231,0.01009372,0.000001584344,0.001745957,0.0001575229,0.0003084045,0.00008553832,0.00002133624,0.004062866],"genre_scores_gemma":[0.9923864,0.006013479,0.000005774902,0.00007604407,0.0002073386,0.0001857912,0.000007281679,0.00000945471,0.001108419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199913,"threshold_uncertainty_score":0.8566591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06708205528515455,"score_gpt":0.4726919215399195,"score_spread":0.4056098662547649,"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."}}