{"id":"W4306708255","doi":"10.21203/rs.3.rs-2007573/v1","title":"Were Surgical Outcomes for Acute Appendicitis Impacted by the COVID-19 Pandemic?","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Logistic regression; Quarter (Canadian coin); Septic shock; Acute appendicitis; Appendicitis; Retrospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Emergency medicine; 2019-20 coronavirus outbreak; Sepsis; General surgery; Surgery; Internal medicine; Disease; Infectious disease (medical specialty); Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408652,0.0001817524,0.0002078617,0.0007479856,0.0003104643,0.001230215,0.0003597173,0.0004464635,0.002930926],"category_scores_gemma":[0.007512611,0.0001459776,0.0005351198,0.001281839,0.0004282309,0.0008552497,0.0005433192,0.0006784067,0.0003611718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005553098,"about_ca_system_score_gemma":0.0009777979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006838831,"about_ca_topic_score_gemma":0.008606084,"domain_scores_codex":[0.999175,0.0002289353,0.0001084441,0.0001370577,0.0001421356,0.0002084874],"domain_scores_gemma":[0.9953775,0.0007503685,0.002770188,0.0001900538,0.0004423197,0.0004694837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003299571,0.000008517824,0.9991086,0.000006784017,0.00002063399,0.00003210007,0.00002547154,0.00003256735,0.00002215663,0.00002883965,0.0001151459,0.0005661676],"study_design_scores_gemma":[0.000002422771,0.00005000219,0.9988255,0.00001670099,0.00001360672,0.000164951,0.0003703218,0.0001699372,0.00004791356,0.00007767435,0.0002566068,0.000004412394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961554,0.0003197726,0.00009048454,0.0005302383,0.00003283499,0.000006967517,0.001787142,0.000004404609,0.001072625],"genre_scores_gemma":[0.9985151,0.0001204943,0.00004116966,0.00007195819,0.00002702228,0.000005159393,0.001086073,0.000002215771,0.0001308354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006838831,"threshold_uncertainty_score":0.01359802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1625079455200537,"score_gpt":0.5081710646311344,"score_spread":0.3456631191110807,"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."}}