{"id":"W4387750514","doi":"10.14309/01.ajg.0000951956.03109.73","title":"S579 Race-Specific Mortality from Esophageal Cancer in the United States","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lloydminster Hospital","funders":"","keywords":"Medicine; Pacific islanders; Esophageal cancer; Cancer; Mortality rate; Population; Demography; Internal medicine; Retrospective cohort study; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003080228,0.0001380657,0.0001701477,0.0006179502,0.0002047215,0.0003068211,0.0002264819,0.0002119181,0.004799536],"category_scores_gemma":[0.001021585,0.00009610846,0.0003699894,0.0009668538,0.00009744825,0.0002325231,0.0002888424,0.0002068664,0.0007048613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003401623,"about_ca_system_score_gemma":0.0004367818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088856,"about_ca_topic_score_gemma":0.01444919,"domain_scores_codex":[0.9997826,0.00003454358,0.0000352134,0.00004998319,0.00006266832,0.00003497218],"domain_scores_gemma":[0.9994276,0.00005676727,0.0003055318,0.00003280128,0.0001182165,0.00005912501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003535939,0.000009893986,0.9915454,0.00003896809,0.00006408793,0.00005611379,0.00002362998,0.0001251667,0.0001418914,0.00006053574,0.003125147,0.004773788],"study_design_scores_gemma":[0.000002537096,0.00001491061,0.9972806,0.00002807122,0.000030355,0.0001700455,0.00003053222,0.0002017401,0.00007092999,0.00003962616,0.002128647,0.000002030155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317774,0.003957031,0.0006203692,0.00100042,0.0001411133,0.00003616686,0.05067778,0.0001141206,0.01167572],"genre_scores_gemma":[0.9759868,0.001181422,0.0004372969,0.000266569,0.0001073575,0.00004490752,0.02073511,0.00001136161,0.001229088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088856,"threshold_uncertainty_score":0.02165031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682240575093336,"score_gpt":0.3511611084682632,"score_spread":0.3143387027173298,"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."}}