{"id":"W4311284344","doi":"10.1007/s00464-022-09777-8","title":"A retrospective analysis of early discharge following minimally invasive colectomy in an enhanced recovery pathway","year":2022,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ambulatory; Colectomy; Retrospective cohort study; Referral; Laparoscopy; Ileostomy; Colorectal surgery; General surgery; Surgery; Internal medicine; Colorectal cancer; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009895599,0.0003511697,0.0005814135,0.001178484,0.000952248,0.001396986,0.0006154789,0.0007442126,0.001756384],"category_scores_gemma":[0.004486862,0.0004142117,0.0008281254,0.001782699,0.0005525081,0.0007563694,0.001320196,0.001055444,0.0002984119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009020001,"about_ca_system_score_gemma":0.001412509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005575715,"about_ca_topic_score_gemma":0.006732896,"domain_scores_codex":[0.9980273,0.0004197513,0.0003826493,0.0003913649,0.0002740106,0.0005050017],"domain_scores_gemma":[0.994055,0.0009719327,0.002842149,0.0003992802,0.0006292811,0.001102396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002644008,0.00007766938,0.9977618,0.00002603758,0.00005806913,0.0006718795,0.0001740763,0.00001988851,0.0001102986,0.00002819748,0.0000879798,0.0007196055],"study_design_scores_gemma":[0.00001611322,0.000425561,0.9954888,0.00004185258,0.00006310517,0.001507097,0.001980904,0.00009378365,0.0000712668,0.00002815826,0.0002709264,0.0000124678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999275,0.0001804776,0.00007268229,0.0000265292,0.000005907769,0.00001563583,0.0001784501,0.000001950899,0.000243323],"genre_scores_gemma":[0.9992343,0.0001259097,0.00007242547,0.00005867347,0.000009748333,0.00001325286,0.0003650713,0.000003307161,0.0001172522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005575715,"threshold_uncertainty_score":0.01108652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174546893231095,"score_gpt":0.2736629611314351,"score_spread":0.2619174921991242,"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."}}