{"id":"W3041360165","doi":"10.1503/cjs.012919","title":"Operative timing is associated with increased morbidity and mortality in patients undergoing emergency general surgery: a multisite study of emergency general services in a single academic network","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Retrospective cohort study; Emergency medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007085796,0.0002644126,0.001075297,0.0004162746,0.0001131338,0.000008553244,0.00009167597,0.0001185726,0.0001211419],"category_scores_gemma":[0.0004280733,0.0002374354,0.0001464133,0.001041052,0.00004148012,0.0002690024,0.00002777553,0.000458462,3.518009e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002040056,"about_ca_system_score_gemma":0.000654562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03859163,"about_ca_topic_score_gemma":0.3039612,"domain_scores_codex":[0.9972005,0.0002830579,0.001338935,0.0002881082,0.0003768048,0.0005126263],"domain_scores_gemma":[0.998174,0.0001398146,0.0005717153,0.0001168352,0.0003978869,0.0005997769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001641166,0.0001736027,0.9891968,0.0001124716,0.0003755378,0.000342422,0.007480192,0.0003505607,0.00007138613,5.456798e-7,0.001335462,0.0003969466],"study_design_scores_gemma":[0.001231043,0.0003040237,0.9953422,0.000539765,0.0001529129,0.000004792545,0.001899528,0.0002529671,0.00002881283,0.000008386872,0.0000208885,0.0002146951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973511,0.001550234,0.000002140881,0.000199127,0.0005216189,0.0002888591,0.00003972392,0.000006243182,0.00004101384],"genre_scores_gemma":[0.9989858,0.0004972882,0.00002477275,0.0001853035,0.0002403354,0.000005973175,0.0000236687,0.00002935185,0.000007513847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2653696,"threshold_uncertainty_score":0.9682336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09236897280034552,"score_gpt":0.3027171717785783,"score_spread":0.2103481989782328,"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."}}