{"id":"W3126219100","doi":"10.2147/ceg.s289269","title":"Epidemiology of Pancreatic Cancer in Saudi Arabia: A Retrospective Analysis of Pancreatic Cancer Diagnosed in Saudi Arabia Between 2004 and 2015","year":2021,"lang":"en","type":"article","venue":"Clinical and Experimental Gastroenterology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Pancreatic cancer; Epidemiology; Cancer; Socioeconomic status; Retrospective cohort study; Cancer registry; Demography; Internal medicine; Population; Environmental health","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":[0.001200809,0.000246112,0.003551779,0.0003354049,0.00002964636,0.000001814483,0.00009991237,0.0003245278,0.0003990116],"category_scores_gemma":[0.001101537,0.0002097923,0.0002273403,0.0004944656,0.001412745,0.00004650236,0.0001804652,0.0005122835,0.000001276203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725426,"about_ca_system_score_gemma":0.0001805932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125042,"about_ca_topic_score_gemma":0.004118184,"domain_scores_codex":[0.9958949,0.001057297,0.001605706,0.0006955981,0.0001657113,0.0005807598],"domain_scores_gemma":[0.9972886,0.001620762,0.0003794825,0.0003143201,0.0001207852,0.0002760014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001844325,0.0008164747,0.9933841,0.0001139468,0.001885276,0.0001217339,0.0004367118,0.00001793628,0.0009405303,0.00002790697,0.0001037632,0.0003073243],"study_design_scores_gemma":[0.00644942,0.002356499,0.987522,0.0003019942,0.00152378,0.0000181231,0.0005421881,0.0006978996,0.0003149441,0.0001700861,0.000007964414,0.00009510598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825104,0.01511327,0.00003479942,0.001671953,0.0000817436,0.0003970339,0.0001073828,0.000007035562,0.00007634512],"genre_scores_gemma":[0.9908586,0.007639701,0.0004848286,0.0005734238,0.00008957949,0.00018791,0.00004425212,0.00001473042,0.0001070347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008348101,"threshold_uncertainty_score":0.8555081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06726190539932618,"score_gpt":0.4360763176601316,"score_spread":0.3688144122608054,"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."}}