{"id":"W3160113256","doi":"10.1111/codi.15739","title":"Extended duration of faecal diversion is associated with increased ileus upon loop ileostomy reversal","year":2021,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Ileostomy; Ileus; Retrospective cohort study; Surgery; Intubation; Anesthesia; Stoma (medicine); Meconium Ileus","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":[0.0001234728,0.0001822212,0.0003670043,0.00009915206,0.00007223106,0.00001491294,0.00006004835,0.0001064233,0.0006437954],"category_scores_gemma":[0.001012666,0.0001624065,0.0001756549,0.0004524773,0.00008335691,0.0001834529,0.00007105177,0.000159724,0.00002934846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001876321,"about_ca_system_score_gemma":0.0006070512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002122936,"about_ca_topic_score_gemma":0.00001942599,"domain_scores_codex":[0.9985065,0.0001381915,0.0002822991,0.0003702682,0.0004591742,0.0002435487],"domain_scores_gemma":[0.998612,0.0001784254,0.0001700854,0.0002698005,0.0003858256,0.0003838867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03171908,0.004238635,0.6146244,0.0006960348,0.001062501,0.009013203,0.0007722408,0.00002551056,0.3202733,0.00005339546,0.01118631,0.006335426],"study_design_scores_gemma":[0.002972083,0.0004322177,0.8647236,0.0005829345,0.0005314861,0.0000265058,0.0001298583,0.0008789132,0.1292807,0.00003953608,0.000155922,0.000246226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978495,0.0002180439,0.0001131863,0.0002315187,0.0001999041,0.0003207131,0.0001802149,0.00008395358,0.0008030039],"genre_scores_gemma":[0.9979526,0.0000323031,0.0001283908,0.0004002265,0.00005644805,0.00002642315,0.0006327243,0.00002532857,0.0007455409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2500992,"threshold_uncertainty_score":0.7049108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008773443995374693,"score_gpt":0.2317744443649432,"score_spread":0.2230010003695685,"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."}}