{"id":"W4394987873","doi":"10.1016/j.ajem.2024.04.033","title":"Presentations, management and outcomes of postoperative bariatric patients seen in the emergency department","year":2024,"lang":"en","type":"article","venue":"The American Journal of Emergency Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Cholecystectomy; Surgery; General surgery; Medical record","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":[0.0005770455,0.0001759267,0.0002804365,0.0009788973,0.0004839079,0.0007400016,0.0003020061,0.0003985348,0.001317988],"category_scores_gemma":[0.004192882,0.0001884365,0.000221591,0.000879052,0.0003409859,0.0005789536,0.0004552842,0.0004440829,0.0001770798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006496812,"about_ca_system_score_gemma":0.0005642228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242066,"about_ca_topic_score_gemma":0.003164795,"domain_scores_codex":[0.9992796,0.0001631569,0.0001581798,0.00008966628,0.0001513339,0.0001582071],"domain_scores_gemma":[0.9967193,0.000726966,0.001834722,0.00006074528,0.0002599124,0.000398485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000346564,0.00003609659,0.9983391,0.000008724918,0.000007517363,0.0005733188,0.0001069461,0.00002278369,0.00007901895,0.000007457767,0.00008569976,0.0006987424],"study_design_scores_gemma":[0.00001048761,0.0001594441,0.9928942,0.00002366283,0.00001312242,0.005216087,0.001152609,0.000191029,0.0001378076,0.00002739632,0.0001681642,0.000005842238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993618,0.0001988628,0.00002560324,0.00006150197,0.000003216195,0.000009213107,0.0001141518,0.00000171803,0.0002239938],"genre_scores_gemma":[0.9995586,0.0001394867,0.00006926949,0.000032873,0.00001079224,0.000007564973,0.0001508579,8.544271e-7,0.00002972897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002242066,"threshold_uncertainty_score":0.004713774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465285124990824,"score_gpt":0.3385691540121257,"score_spread":0.3139163027622175,"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."}}