{"id":"W3120491558","doi":"10.3390/cancers13010141","title":"Global Burden, Risk Factors, and Trends of Esophageal Cancer: An Analysis of Cancer Registries from 48 Countries","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Demography; Medicine; Esophageal cancer; Cancer; Obesity; Cancer registry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007469708,0.0002166964,0.0008386357,0.0001693996,0.00007715279,0.00002117653,0.0001012799,0.00009358389,0.001634689],"category_scores_gemma":[0.00005213899,0.00017728,0.000197959,0.001223192,0.0003989608,0.0001056574,0.00004640258,0.0001150079,4.048597e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645209,"about_ca_system_score_gemma":0.001787052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3156005,"about_ca_topic_score_gemma":0.08366559,"domain_scores_codex":[0.9983394,0.00007270106,0.0003349713,0.000440286,0.0005145915,0.0002980171],"domain_scores_gemma":[0.9986017,0.00007272476,0.0002504596,0.0004303528,0.0003361043,0.000308678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005563241,0.00003080824,0.9795843,0.00008339086,0.00460191,0.00009612187,0.0007667629,0.00131694,0.00006336901,0.0001004046,0.00063235,0.01216737],"study_design_scores_gemma":[0.00185317,0.0002594182,0.9781714,0.00009642376,0.005050732,0.000001340997,0.0009810934,0.0007273712,0.01153955,0.00005289011,0.001129442,0.0001371469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872318,0.1028428,0.00001543618,0.0002602358,0.0001268081,0.0000921523,0.009217205,0.00001976242,0.0001937421],"genre_scores_gemma":[0.9789795,0.01983747,0.00009486936,0.00004965575,0.000135526,0.00003997773,0.0004438305,0.00001362406,0.0004055306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319349,"threshold_uncertainty_score":0.9992779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966006787633834,"score_gpt":0.3432435163181611,"score_spread":0.3235834484418228,"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."}}