{"id":"W2917416499","doi":"10.1097/mpa.0000000000001230","title":"Global Patterns and Trends in Pancreatic Cancer Incidence","year":2019,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Incidence (geometry); Geography; Obesity; Cohort; Cohort effect; China; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002711613,0.0001436897,0.000552314,0.0001398372,0.00002688039,0.00001324037,0.00008095112,0.0001114153,0.001864077],"category_scores_gemma":[0.00008047839,0.0001177999,0.00004402203,0.0003742888,0.00007432308,0.00007460311,0.00006954577,0.0001631852,0.00009968629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122126,"about_ca_system_score_gemma":0.0001315565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009356449,"about_ca_topic_score_gemma":0.001746946,"domain_scores_codex":[0.998726,0.00007403602,0.0002270435,0.0003226731,0.0002636823,0.0003865626],"domain_scores_gemma":[0.9993216,0.0001126662,0.00004652836,0.0002743497,0.00004597866,0.000198916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002100636,0.00006529639,0.9853187,0.00009494421,0.00005016927,0.00007896491,0.000122031,0.000001069858,0.0001520286,0.0002748999,0.0002209983,0.01341086],"study_design_scores_gemma":[0.001911908,0.0002112549,0.9955465,0.000266277,0.0001018719,0.0001238727,0.0001154267,0.0009887299,0.00001813592,0.0001770465,0.0004237238,0.0001152179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768451,0.001101212,0.00002162268,0.0008094736,0.00006768208,0.0002648395,0.00002243016,0.00003061411,0.02083705],"genre_scores_gemma":[0.9944699,0.0007624747,0.0002591798,0.0004074498,0.00008041913,0.0000700145,0.00001457403,0.00001150581,0.003924417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762489,"threshold_uncertainty_score":0.9990484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525960684172742,"score_gpt":0.3626966563625155,"score_spread":0.3374370495207881,"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."}}