{"id":"W4296331172","doi":"10.1097/tp.0000000000004299","title":"Incidence and Mortality of Emergency General Surgery Conditions Among Solid Organ Transplant Recipients in Ontario, Canada: A Population-based Analysis","year":2022,"lang":"en","type":"article","venue":"Transplantation","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information; University Health Network; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Odds ratio; Incidence (geometry); Population; Confidence interval; Liver transplantation; Dialysis; Transplantation; Internal medicine; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006261778,0.0003550888,0.0004830737,0.001542286,0.001249886,0.0009307395,0.0009572228,0.0003460612,0.001298898],"category_scores_gemma":[0.001680383,0.0003927379,0.0008486281,0.004102773,0.0005556907,0.0003255705,0.0007847247,0.000481897,0.0001277805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01822674,"about_ca_system_score_gemma":0.01839026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9822907,"about_ca_topic_score_gemma":0.9853659,"domain_scores_codex":[0.9990531,0.00006442735,0.00009583464,0.0001547151,0.0003656437,0.0002662772],"domain_scores_gemma":[0.9977773,0.0001220571,0.0007156103,0.00007679952,0.0008228412,0.0004854536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002786325,0.00000752786,0.9988126,0.00002068195,0.00004875577,0.00002940045,0.00008743558,0.00005724942,0.00004564221,0.00001520774,0.000298402,0.0005493434],"study_design_scores_gemma":[0.000005992556,0.00001159851,0.9992655,0.00001323993,0.00002680741,0.00002865467,0.0001999262,0.0002053584,0.00001266488,0.000006686359,0.000219648,0.000003926781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910005,0.0007672817,0.0001171441,0.0001824419,0.000008273308,0.0000479317,0.006712587,0.00001191275,0.001151997],"genre_scores_gemma":[0.9964238,0.0004402448,0.000114331,0.00005953181,0.000006323656,0.0000173797,0.002681495,0.000003093314,0.0002538121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01822674,"threshold_uncertainty_score":0.1322449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225099457831411,"score_gpt":0.2793062831495127,"score_spread":0.2567963373663716,"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."}}