{"id":"W2199289044","doi":"10.3747/co.22.2653","title":"A Population-Based Study of the Epidemiology of Pancreatic Cancer: A Brief Report","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; St. Michael's Hospital; McMaster University; Cancer Care Ontario; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Government of Ontario; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Cancer registry; Demography; Incidence (geometry); Population; Epidemiology; Mortality rate; Relative survival; Cohort; Comorbidity; Residence; Gerontology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001848028,0.0001253222,0.001279324,0.0001189772,0.00004138935,5.264824e-7,0.0001763114,0.0001413461,0.0000912133],"category_scores_gemma":[0.005008579,0.00007940361,0.0001166045,0.0003139169,0.0002287279,0.00001708363,0.00008565817,0.0002968229,0.00000303342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003564415,"about_ca_system_score_gemma":0.002044076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731262,"about_ca_topic_score_gemma":0.00061281,"domain_scores_codex":[0.9972708,0.0009488945,0.0009426845,0.0002659391,0.0002960852,0.0002756527],"domain_scores_gemma":[0.9969452,0.001167612,0.0006546064,0.0005857339,0.0004743044,0.0001725134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000446188,0.002191249,0.991617,0.000135637,0.0001445316,0.00002933174,0.0005424032,0.0000462044,0.00002069156,0.0001362768,0.001174631,0.003515831],"study_design_scores_gemma":[0.004477436,0.002511341,0.9872921,0.0001277065,0.0005985806,0.00007246891,0.0005006773,0.001271997,0.00001944325,0.0003556542,0.002711419,0.00006117776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939393,0.001678396,0.0001086035,0.001348939,0.0006409686,0.001168632,0.000008366658,0.00001509653,0.0010917],"genre_scores_gemma":[0.9990093,0.0000366473,0.0002892583,0.0001042241,0.0001265329,0.0001943282,0.00001972698,0.00001073996,0.0002092611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005069985,"threshold_uncertainty_score":0.5996099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3182739020304919,"score_gpt":0.5222353449307182,"score_spread":0.2039614429002263,"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."}}