{"id":"W4392970967","doi":"10.1007/s00464-024-10724-y","title":"Timing of readmissions for complications following emergency colectomy: follow-up beyond post-operative day 30 matters","year":2024,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Colectomy; Logistic regression; Retrospective cohort study; Emergency department; Cohort; Emergency medicine; Cohort study; Diagnosis code; Surgery; Internal medicine; Ulcerative colitis; Population; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003304811,0.0002417787,0.0005544982,0.0002218476,0.000152862,0.00002566262,0.0001219708,0.0001217243,0.00157249],"category_scores_gemma":[0.0002873655,0.0002019428,0.0005885106,0.0004742193,0.00006036772,0.0001702051,0.00005663892,0.0002493504,0.00009571993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009432141,"about_ca_system_score_gemma":0.0002801313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002663114,"about_ca_topic_score_gemma":0.000006156797,"domain_scores_codex":[0.9981459,0.00008216631,0.0005999142,0.0004877071,0.0002886041,0.0003956411],"domain_scores_gemma":[0.9981549,0.0009625099,0.00007565242,0.0003738534,0.0001669184,0.0002662073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002410373,0.00116978,0.008975762,0.002691102,0.003298056,0.001059841,0.006748206,0.00009139549,0.7900204,0.00960646,0.1580305,0.01589813],"study_design_scores_gemma":[0.01958637,0.002058652,0.00578981,0.006642734,0.002074498,0.0002559952,0.001324303,0.0077738,0.3715302,0.002998704,0.5780558,0.001909108],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940544,0.003452914,0.01407541,0.01343396,0.006083505,0.002264159,0.0004855456,0.0004934095,0.01916708],"genre_scores_gemma":[0.9866375,0.0001303675,0.004084182,0.0006233229,0.0002149106,0.000387247,0.0003164111,0.00008538503,0.007520641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200253,"threshold_uncertainty_score":0.9993402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254843355459821,"score_gpt":0.3451197706663152,"score_spread":0.3196354351203331,"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."}}