{"id":"W4205136540","doi":"10.1001/jamasurg.2021.6900","title":"Patient Factors Associated With Appendectomy Within 30 Days of Initiating Antibiotic Treatment for Appendicitis","year":2022,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Academic Health Science Network","funders":"","keywords":"Medicine; Appendicitis; General surgery; Antibiotics; Acute appendicitis; MEDLINE; Intensive care medicine; Internal medicine; Microbiology","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":[0.001081625,0.000167817,0.0002442584,0.0003550273,0.0002932962,0.0004450814,0.0002518453,0.000405912,0.002338849],"category_scores_gemma":[0.006866119,0.0001682397,0.0004877216,0.0005354665,0.0002429279,0.0003397841,0.0003406868,0.0008162922,0.0001483746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293557,"about_ca_system_score_gemma":0.0008933218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479138,"about_ca_topic_score_gemma":0.0053961,"domain_scores_codex":[0.9991288,0.000248112,0.000153097,0.0001436995,0.0002100433,0.0001162358],"domain_scores_gemma":[0.9929403,0.001514902,0.004443626,0.0002168493,0.0002379406,0.00064634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009045115,0.00002918211,0.9988285,0.00001275044,0.00003358503,0.00002239951,0.00001446417,0.00003389215,0.00006723675,0.00001123081,0.00009285329,0.0007635988],"study_design_scores_gemma":[0.00001388062,0.0001348826,0.9989904,0.00002011211,0.00003277423,0.0001777101,0.00007382949,0.0002649544,0.00005185006,0.00002856622,0.0002069981,0.000004145041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980536,0.0004839806,0.0001546247,0.0003066499,0.00001647879,0.00002192273,0.0005922941,0.000003814544,0.0003665676],"genre_scores_gemma":[0.9991098,0.0001453483,0.0001882762,0.00007013309,0.0000230558,0.00001636099,0.0003522942,0.000001038217,0.00009361058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002479138,"threshold_uncertainty_score":0.007824242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481433188653525,"score_gpt":0.2684119538926276,"score_spread":0.2135976220060923,"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."}}