{"id":"W4306316466","doi":"10.1093/bjs/znac239","title":"Paediatric appendicitis: international study of management in the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"Medical Research Council; Medicinska Forskningsrådet","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Appendicitis; Betacoronavirus; Coronavirus Infections; Virology; Pediatrics; General surgery; Pathology; Infectious disease (medical specialty); Outbreak; Disease","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":[0.001362411,0.0001905901,0.0003264426,0.001626657,0.0005196222,0.001323069,0.0004906417,0.0007617834,0.00406003],"category_scores_gemma":[0.00581065,0.0002750134,0.000448212,0.004195848,0.0008162324,0.001649756,0.00210491,0.001220003,0.0003674031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009125324,"about_ca_system_score_gemma":0.001462202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544795,"about_ca_topic_score_gemma":0.01382617,"domain_scores_codex":[0.9985347,0.0004384837,0.0002327213,0.0002202934,0.0001972755,0.0003765552],"domain_scores_gemma":[0.9958847,0.0005996172,0.002143121,0.0001311292,0.0004032021,0.0008382019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001848836,0.00005413071,0.9911125,0.00007744997,0.0000422804,0.0001763677,0.001930704,0.00005763854,0.0001067562,0.0003974121,0.0006385584,0.005221334],"study_design_scores_gemma":[0.000004298824,0.00006804161,0.9947698,0.00008050267,0.000007467527,0.0002377229,0.003489754,0.00003292236,0.00001443366,0.00004085132,0.001248456,0.00000581855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987897,0.003394084,0.00008459218,0.001387357,0.00004998594,0.00003509143,0.001672942,0.000003626464,0.005475267],"genre_scores_gemma":[0.9966551,0.001829037,0.0000884528,0.0001923152,0.00005041782,0.00002420968,0.0008064987,0.000005749641,0.0003481797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544795,"threshold_uncertainty_score":0.03071606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07336743435051793,"score_gpt":0.3211915445588651,"score_spread":0.2478241102083472,"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."}}