{"id":"W3112326868","doi":"10.1016/j.athoracsur.2020.11.020","title":"From Emergency Department Visit to Readmission After Esophagectomy: Analysis of Burden and Risk Factors","year":2020,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University of Manitoba","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Emergency department; Poisson regression; Esophagectomy; Incidence (geometry); Emergency medicine; Rate ratio; Retrospective cohort study; Logistic regression; Internal medicine; Esophageal cancer; Population; Cancer; 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":[0.001496828,0.0004912209,0.0007941902,0.001683,0.0006234997,0.001155843,0.0009154755,0.001028491,0.004082459],"category_scores_gemma":[0.006385743,0.000408357,0.002496241,0.001870033,0.0003003454,0.00127458,0.001455055,0.001749837,0.0004181725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005577296,"about_ca_system_score_gemma":0.0009708349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00675339,"about_ca_topic_score_gemma":0.007004664,"domain_scores_codex":[0.9987049,0.0003756086,0.0001963599,0.0002312882,0.0002161129,0.0002758059],"domain_scores_gemma":[0.9952927,0.00114241,0.001870952,0.0003835038,0.0004419834,0.0008685091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195846,0.00003557757,0.9988509,0.00001141248,0.0001551036,0.00003195656,0.00002717713,0.00006419035,0.00003314623,0.00001691303,0.00008836441,0.0004893842],"study_design_scores_gemma":[0.000008913881,0.0001147418,0.9985385,0.000008356688,0.00008263912,0.0001341913,0.0002899359,0.000683378,0.00001522686,0.00003343865,0.00008338247,0.000007340971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967449,0.0005392694,0.000162545,0.0001261978,0.00002749869,0.0000146552,0.001498164,0.00001012069,0.000876606],"genre_scores_gemma":[0.9980485,0.0001993756,0.0001402604,0.00002654812,0.00004777631,0.0000169977,0.001240937,0.000005369429,0.0002741386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00675339,"threshold_uncertainty_score":0.01365721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0942839004469208,"score_gpt":0.4056302655718738,"score_spread":0.311346365124953,"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."}}