{"id":"W2987786515","doi":"10.1002/cam4.2700","title":"Epidemiologic trends and geographic distribution of esophageal cancer in Canada: A national population‐based study","year":2019,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Fonds de Recherche du Québec - Santé; Canadian Dermatology Foundation","keywords":"Incidence (geometry); Esophageal cancer; Epidemiology; Etiology; Medicine; Demography; Population; Adenocarcinoma; Cancer registry; Cancer; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003769003,0.0002928394,0.0003857978,0.001964082,0.001576638,0.0009708557,0.0009001871,0.0003898821,0.001451618],"category_scores_gemma":[0.001026027,0.0002914545,0.0005115045,0.007074727,0.0004908202,0.0003856312,0.0006717431,0.0006259919,0.0002178377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01814061,"about_ca_system_score_gemma":0.02218261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904423,"about_ca_topic_score_gemma":0.9922404,"domain_scores_codex":[0.9993519,0.00002644455,0.00005262368,0.0001231087,0.0002929283,0.0001529734],"domain_scores_gemma":[0.9982609,0.00004980393,0.0002919457,0.00005117674,0.001022906,0.0003232095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002455959,0.00001087422,0.996464,0.00003479929,0.00004928818,0.00005657691,0.0001418104,0.00008884065,0.00009413801,0.00004151345,0.0009714221,0.002022178],"study_design_scores_gemma":[0.000003319633,0.00001019462,0.9982369,0.00002620518,0.00002896492,0.00007240446,0.0004079101,0.0002470264,0.0000285157,0.00001442221,0.0009182665,0.000005786115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643825,0.002751579,0.0003200335,0.00078781,0.00002241248,0.00009353436,0.02723839,0.00004411522,0.00435968],"genre_scores_gemma":[0.9899157,0.00143092,0.0003762585,0.000146454,0.000008163828,0.00002547425,0.007336898,0.00000927484,0.0007508227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01814061,"threshold_uncertainty_score":0.13162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468928706564726,"score_gpt":0.3639156166666578,"score_spread":0.3292263296010106,"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."}}