{"id":"W4403470669","doi":"10.1097/sla.0000000000006555","title":"Long-term Outcomes following Nonoperative Management of Acute Appendicitis","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Mount Sinai Hospital; University of Manitoba; University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Appendicitis; Cumulative incidence; Population; Emergency department; Presentation (obstetrics); Cohort; Pediatrics; Surgery; Emergency medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422436,0.0001822581,0.0006930331,0.0003747921,0.00003076372,0.00002160777,0.00008353614,0.00004997751,0.0003724365],"category_scores_gemma":[0.00001191987,0.0001486316,0.0006417838,0.0003068128,0.00006141367,0.0001566225,0.0001091713,0.00008551976,0.00006492353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001456726,"about_ca_system_score_gemma":0.00003245839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003692011,"about_ca_topic_score_gemma":0.000001810496,"domain_scores_codex":[0.9984514,0.0000256304,0.0005468982,0.0002859954,0.0004096376,0.000280421],"domain_scores_gemma":[0.9992828,0.0001875576,0.00009930965,0.000284581,0.00005445606,0.00009129815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007720438,0.0005640047,0.8000534,0.003135009,0.01273659,0.007479441,0.0003612523,0.000002645994,0.0003675528,0.005376075,0.04100864,0.1288382],"study_design_scores_gemma":[0.0003205394,0.000116766,0.9816972,0.004109461,0.0008811727,0.00001124025,0.0001699758,0.00001093812,0.009936684,0.0001040258,0.002445433,0.0001965883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840627,0.002897032,0.0003443225,0.003017219,0.0006026935,0.0004210119,0.0000432673,0.0000662942,0.008545403],"genre_scores_gemma":[0.9912578,0.006373713,0.0001441432,0.0007578799,0.00003306882,0.00004345955,0.00007594586,0.00002994798,0.001284043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1816438,"threshold_uncertainty_score":0.606102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1823854580100007,"score_gpt":0.4008316192049474,"score_spread":0.2184461611949467,"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."}}