{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009020508,0.0002486228,0.0002304544,0.001734467,0.0007687891,0.0007012923,0.0003890935,0.0002742198,0.001268227],"category_scores_gemma":[0.002257521,0.0002617422,0.0003077645,0.006071744,0.0003986151,0.0004741505,0.0005228614,0.0002832537,0.0002966458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003888179,"about_ca_system_score_gemma":0.009086389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.652135,"about_ca_topic_score_gemma":0.6976745,"domain_scores_codex":[0.9992242,0.0001081081,0.0000797875,0.00009740962,0.0004000698,0.00009040504],"domain_scores_gemma":[0.9982449,0.0001516913,0.0004356496,0.0001284535,0.0008460177,0.0001933831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003063778,0.00002455549,0.9859748,0.0002213623,0.00005585535,0.0001845988,0.0003553256,0.00005366795,0.0003158229,0.00005990073,0.002816716,0.009906751],"study_design_scores_gemma":[0.000003567701,0.00001667163,0.996479,0.00002545354,0.00001582489,0.00009089585,0.0001179759,0.00002160193,0.00001990353,0.000006848035,0.003199801,0.000002443869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052863,0.01552742,0.002287392,0.004218617,0.0001599996,0.0006402336,0.06021865,0.0001099118,0.01155136],"genre_scores_gemma":[0.9576418,0.01279861,0.001754063,0.0003528274,0.0002457485,0.0002682573,0.02433736,0.000015441,0.002585833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.652135,"threshold_uncertainty_score":0.6998273,"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."}}