{"id":"W4385725376","doi":"10.1007/s00464-023-10317-1","title":"Is the Hartmann’s procedure for diverticulitis obsolete? National trends in colectomy for diverticulitis in the emergency setting from 1993 to 2018","year":2023,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Jewish General Hospital","funders":"","keywords":"Diverticulitis; Medicine; Colectomy; Abdominal surgery; Hepatology; Internal medicine; Ileostomy; Logistic regression; Inflammatory bowel disease; General surgery; Surgery; Ulcerative colitis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002657263,0.0001720451,0.0002440876,0.00016352,0.000230717,0.00004001235,0.0002592195,0.00006784232,0.0004137067],"category_scores_gemma":[0.0003144944,0.0001111369,0.0002455882,0.001016282,0.00004599958,0.00007594321,0.00006908086,0.0001095892,0.0001173648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008873476,"about_ca_system_score_gemma":0.00008743515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200163,"about_ca_topic_score_gemma":0.0001677856,"domain_scores_codex":[0.9982203,0.00006789815,0.0003750077,0.0004205908,0.0004691657,0.0004470021],"domain_scores_gemma":[0.9988782,0.0005191481,0.00004620746,0.0002754691,0.0001493309,0.0001316266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002125037,0.001665372,0.1612107,0.0002534069,0.000409126,0.0001742333,0.01070866,0.0002007058,0.001059443,0.009138364,0.8006759,0.01237912],"study_design_scores_gemma":[0.00871205,0.0002887553,0.782286,0.0001523654,0.0001720806,0.00001006208,0.0008451481,0.00588207,0.0005623852,0.004998261,0.1958104,0.0002804563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253599,0.0005790312,0.0001844544,0.06795037,0.0002910171,0.002586251,0.00148388,0.0001031263,0.001461986],"genre_scores_gemma":[0.9915124,0.00006033567,0.0002514658,0.00250987,0.0003148256,0.00342809,0.0008319121,0.00002249211,0.001068675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6210753,"threshold_uncertainty_score":0.4532033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04278681887508605,"score_gpt":0.3499792254341956,"score_spread":0.3071924065591096,"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."}}