{"id":"W4415520928","doi":"10.1038/s41698-025-01167-2","title":"Growing burden of early-onset pancreatic cancer without increasing risk: what is the trick","year":2025,"lang":"en","type":"letter","venue":"npj Precision Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pancreatic cancer; Population; Cancer; Public health; Population ageing; Disease; Life expectancy","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":[0.009692999,0.0009926264,0.002534581,0.001483282,0.002819753,0.005346731,0.002055128,0.02575303,0.007982181],"category_scores_gemma":[0.06864808,0.00074385,0.001463032,0.001132553,0.005421924,0.0119688,0.002245816,0.04496529,0.009476439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00493791,"about_ca_system_score_gemma":0.00526376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006068355,"about_ca_topic_score_gemma":0.007478952,"domain_scores_codex":[0.9936277,0.002127894,0.000867722,0.000788096,0.002143501,0.000445087],"domain_scores_gemma":[0.952177,0.02979169,0.002076579,0.00172914,0.009277706,0.004947825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001497781,0.00006427278,0.001268719,0.0003402469,0.00004717159,0.001067436,0.000144103,0.00009399747,0.0002467919,0.004485254,0.926565,0.06552728],"study_design_scores_gemma":[0.0002740947,0.0002487868,0.003274033,0.002586508,0.0001117054,0.005593697,0.001265394,0.0006151424,0.0003682548,0.04983569,0.9356365,0.0001901619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002236016,0.008505866,0.0001520783,0.9765416,0.01355115,0.000005514379,0.00003768063,0.00003492575,0.0009474889],"genre_scores_gemma":[0.003801655,0.0155188,0.0007442732,0.8723601,0.1056023,0.00002474908,0.00006194719,0.00004188656,0.001844147],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02575303,"threshold_uncertainty_score":0.05126208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04084814720714647,"score_gpt":0.3879515292483084,"score_spread":0.3471033820411619,"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."}}