{"id":"W2991411477","doi":"10.1016/j.ygyno.2019.11.014","title":"Same-day discharge of Gynecologic Oncology patients following ileostomy closure is feasible and safe","year":2019,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Stoma care and complications","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Ileostomy; Surgery; Bowel obstruction; Adverse effect; Malignancy; Sepsis; Gynecologic oncology; Retrospective cohort study; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006016009,0.0003344667,0.001294608,0.0002653568,0.0001592997,0.00001065907,0.0002891591,0.0007566185,0.002801086],"category_scores_gemma":[0.0008195408,0.000276213,0.0003156294,0.0004282191,0.0002340562,0.0001163135,0.0002942244,0.000488937,0.0005626348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547038,"about_ca_system_score_gemma":0.000634217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004766799,"about_ca_topic_score_gemma":0.00009527718,"domain_scores_codex":[0.9972726,0.0003290448,0.0007316593,0.0007332122,0.0002799109,0.0006535928],"domain_scores_gemma":[0.9964702,0.001912392,0.0004416857,0.0006324463,0.0002905193,0.0002528158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001899985,0.001589536,0.9388496,0.00009855451,0.000275359,0.00005937528,0.00079683,0.000002018454,0.002792943,0.001545563,0.01116034,0.04263989],"study_design_scores_gemma":[0.005187457,0.009101847,0.8066902,0.00002981395,0.000327301,0.00005252163,0.0007384788,0.0000400901,0.0004282622,0.001128982,0.1759886,0.0002865157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199327,0.000494121,0.00002820207,0.003834964,0.001241202,0.001600061,0.00004302977,0.0001005468,0.07272513],"genre_scores_gemma":[0.9888946,0.0001636181,0.001764055,0.006174619,0.00008771453,0.0002211727,0.0001009561,0.00003117111,0.002562107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1648283,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770419097016009,"score_gpt":0.3115919016095887,"score_spread":0.2938877106394286,"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."}}