{"id":"W3013311028","doi":"10.14740/wjon1254","title":"Esophageal Cancer: An Updated Surveillance Epidemiology and End Results Database Analysis","year":2020,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":320,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adenocarcinoma; Hazard ratio; Cancer; Surveillance, Epidemiology, and End Results; Epidemiology; Internal medicine; Incidence (geometry); Stage (stratigraphy); Confidence interval; Esophageal cancer; Oncology; Carcinoma; Gastroenterology; Cancer registry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001464492,0.0001564646,0.0011247,0.0003794981,0.0000666283,0.000007786772,0.000147466,0.00007205069,0.0005694975],"category_scores_gemma":[0.000529861,0.0001160395,0.0001575032,0.0008562282,0.0002014981,0.0001236193,0.00006625978,0.0005412211,0.000006818935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002439064,"about_ca_system_score_gemma":0.0005708963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003780192,"about_ca_topic_score_gemma":0.00269137,"domain_scores_codex":[0.9976249,0.0006689472,0.0007840873,0.0003160867,0.000225552,0.0003804073],"domain_scores_gemma":[0.9975594,0.0005019027,0.0005123307,0.0002139202,0.0002455343,0.0009669538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.016389,0.0005315823,0.8414952,0.00005480419,0.004069403,0.009308507,0.0004574159,0.0003531327,0.0004685458,0.0002964684,0.02388466,0.1026913],"study_design_scores_gemma":[0.01480951,0.01213516,0.886552,0.00003058374,0.001827928,0.0007071988,0.000110949,0.001920913,0.0004986675,0.0001261026,0.08107783,0.00020313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7802885,0.04757407,0.0005864025,0.1665473,0.0004166345,0.0005811187,0.0007307413,0.00005558811,0.003219605],"genre_scores_gemma":[0.9898146,0.002760033,0.002717436,0.003715498,0.0005780777,0.000005259792,0.0001780062,0.00001255542,0.0002185523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095261,"threshold_uncertainty_score":0.6235598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07518533476510329,"score_gpt":0.4153740239959077,"score_spread":0.3401886892308044,"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."}}