{"id":"W4401894213","doi":"10.1097/sle.0000000000001317","title":"Outcomes of Daytime and Night-Time Appendectomies: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Daytime; Meta-analysis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00121043,0.001496215,0.0249086,0.001064078,0.0001003431,0.0001332376,0.0004310797,0.0005805747,0.002180563],"category_scores_gemma":[0.0002078945,0.0008616086,0.004697133,0.001137638,0.0004087075,0.00009050186,0.0005427224,0.0007523572,0.0001331572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648139,"about_ca_system_score_gemma":0.0001294361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009410296,"about_ca_topic_score_gemma":0.000006860529,"domain_scores_codex":[0.9936404,0.0005790775,0.002759285,0.001523916,0.0008777007,0.0006195984],"domain_scores_gemma":[0.9960127,0.001033809,0.0009376555,0.00146644,0.0001333805,0.0004160262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001083875,0.0001571309,0.000001116749,0.8331532,0.1618805,0.001630712,0.00002586776,7.900462e-9,0.00001389173,0.0004421775,0.002054211,0.0006303196],"study_design_scores_gemma":[0.00001629425,0.0003391514,2.051017e-8,0.06543454,0.8023397,0.002706556,0.000008037218,0.00000251923,0.000103606,0.00004619925,0.1284534,0.0005499087],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001389398,0.9872826,0.000002422473,0.0002810964,0.00002858462,0.008281603,0.0005624724,0.0005398266,0.003007503],"genre_scores_gemma":[0.00004504063,0.9887558,0.002715179,0.0004848425,0.00002675008,0.001780422,0.000253674,0.0001730673,0.005765266],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7677187,"threshold_uncertainty_score":0.9997787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03693919999208825,"score_gpt":0.3718399036608184,"score_spread":0.3349007036687301,"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."}}