{"id":"W4388128669","doi":"10.1097/xcs.0000000000000900","title":"Early Discharge after Uncomplicated Elective Colectomy and Risk of Postdischarge Complication","year":2023,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Propensity score matching; Complication; Colectomy; Odds ratio; Logistic regression; Retrospective cohort study; Surgery; Cohort; Odds; Hospital discharge; General surgery; Internal medicine; Colorectal cancer; Cancer","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":[0.0005779871,0.0001562003,0.0008079956,0.0003867126,0.00006832701,0.000005172025,0.0001670576,0.00003733063,0.00002267925],"category_scores_gemma":[0.0003316137,0.0001055576,0.000340294,0.001782743,0.0003952864,0.0001139135,0.00009413608,0.0003233821,0.000005058268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006313185,"about_ca_system_score_gemma":0.0002009697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001833803,"about_ca_topic_score_gemma":0.00003163149,"domain_scores_codex":[0.9982798,0.0002157043,0.0007019999,0.0001616472,0.0004029742,0.0002379335],"domain_scores_gemma":[0.9967647,0.0005997832,0.001643822,0.0003552671,0.0004973763,0.0001390629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001784976,0.0002067631,0.9391288,0.00005881644,0.0005757929,0.0000215134,0.0001905783,0.00001123057,0.05432535,0.00004200999,0.003063018,0.000591223],"study_design_scores_gemma":[0.0006136232,0.0004491568,0.9835025,0.0002601754,0.0002541502,0.000162972,0.0001864083,0.00008045755,0.01362514,0.0001934497,0.0005737569,0.0000982265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997078,0.0001427791,0.000132222,0.001653526,0.0001553611,0.0003124689,0.0003720302,0.00001570973,0.0001378973],"genre_scores_gemma":[0.9987522,0.0004393483,0.0002986161,0.00008342481,0.0000397537,0.00001348354,0.000002537336,0.00002620291,0.0003443674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04437375,"threshold_uncertainty_score":0.4304514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009100634937560652,"score_gpt":0.2513935065412719,"score_spread":0.2422928716037112,"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."}}