{"id":"W4391317423","doi":"10.1093/bjsopen/zrad145","title":"Novel Textbook Outcomes following emergency laparotomy: Delphi exercise","year":2024,"lang":"en","type":"article","venue":"BJS Open","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Erasmus Universitair Medisch Centrum Rotterdam; State University of New York Upstate Medical University; Medical Center, University of Rochester; University of California, San Francisco; Università Politecnica delle Marche; Western Sydney University; Université de Tunis El Manar; Pécsi Tudományegyetem; Sjællands Universitetshospital; National and Kapodistrian University of Athens; University of Texas MD Anderson Cancer Center; Tays; Universitätsspital Zürich; Université de Tunis; Texas Tech University; Universidad ICESI; Università degli Studi dell'Aquila; University of Texas Health Science Center at Houston; Rigshospitalet; Université Laval; Umeå Universitet; School of Medicine and Public Health, University of Wisconsin-Madison; Syracuse University; Tehran University of Medical Sciences and Health Services; Universidad Autónoma de Nuevo León; Karadeniz Teknik Üniversitesi; Hebrew University of Jerusalem; University of Miami; King Faisal Specialist Hospital and Research Centre; Queen's University; Herlev Hospital; Nottingham University Hospitals NHS Trust; Ajou University; İstanbul Medeniyet Üniversitesi; University of Nottingham; University of Bristol; Imperial College London; University of Toronto; Royal College of Surgeons of England; Stony Brook University; McGovern Medical School; Leonard M. Miller School of Medicine; University of Bern; Rush University; Centre Hospitalier Universitaire de Québec; Università degli Studi di Brescia; Hamad Medical Corporation; Gentofte Hospital; State University of New York; University of Pennsylvania; Università degli Studi di Milano-Bicocca; University of Rochester","keywords":"Medicine; Laparotomy; Likert scale; Delphi method; Sepsis; General surgery; Emergency medicine; Surgery; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004671699,0.000229569,0.0008953997,0.000110124,0.00008627634,0.0001417685,0.0002978554,0.0001061708,0.001390856],"category_scores_gemma":[0.0001167834,0.0001647489,0.0008686334,0.000261511,0.0000227255,0.0002523621,0.0001957763,0.0001789341,0.001047292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005333002,"about_ca_system_score_gemma":0.0001373372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378412,"about_ca_topic_score_gemma":0.00001451596,"domain_scores_codex":[0.9984905,0.0000248527,0.0003824311,0.0004024962,0.0003646572,0.0003350272],"domain_scores_gemma":[0.999097,0.0001753199,0.00002869748,0.0004372027,0.00003340395,0.0002283215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003906172,0.0006886878,0.817935,0.0007667232,0.002180048,0.005531896,0.002661842,0.000009632533,0.002936128,0.03330946,0.05127735,0.08231259],"study_design_scores_gemma":[0.00156551,0.00006527642,0.1765698,0.0004360521,0.0006445788,0.00009159801,0.0002303145,0.00008415619,0.0002786871,0.0001639796,0.8194768,0.0003931454],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3784851,0.007644108,0.000716106,0.01634671,0.003808392,0.005658359,0.0000318419,0.0007831074,0.5865263],"genre_scores_gemma":[0.772429,0.0001989339,0.001631365,0.001028902,0.0001947,0.0003036555,0.00003602267,0.00008780004,0.2240895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7681995,"threshold_uncertainty_score":0.9997305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073737475660853,"score_gpt":0.3615272549714332,"score_spread":0.3207898802148246,"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."}}