{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003940348,0.0001493616,0.0005342879,0.0002345171,0.00002894908,0.000001606102,0.00005941029,0.00004063357,0.001058951],"category_scores_gemma":[0.0001277131,0.0001058011,0.00003294565,0.0006128857,0.00005572959,0.00003956521,0.00001904237,0.0001804767,6.153077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001547834,"about_ca_system_score_gemma":0.001387704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8889547,"about_ca_topic_score_gemma":0.7708196,"domain_scores_codex":[0.998338,0.00008890591,0.0003852552,0.0003058231,0.0006223727,0.0002595807],"domain_scores_gemma":[0.9992204,0.0001616911,0.0001262713,0.0001544449,0.0001653324,0.0001718182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003001943,0.0001069861,0.9896326,0.0001077161,0.00007618841,0.00004037783,0.00004347742,0.0003729037,0.00001826845,0.00006820569,0.0003071876,0.008925898],"study_design_scores_gemma":[0.005721591,0.0006863003,0.9920399,0.0002376091,0.00007083049,0.000002545629,0.0001004311,0.0009358161,0.00002797008,0.00005603865,0.0000526454,0.00006836491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792138,0.01535075,0.000004054945,0.004405048,0.0001477074,0.0005564297,0.0001924742,0.000009965388,0.0001197446],"genre_scores_gemma":[0.9986069,0.0002659665,0.00000762361,0.0003946225,0.0001150222,0.0002075972,0.0002532904,0.000009417234,0.0001395135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181351,"threshold_uncertainty_score":0.9998542,"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."}}