{"id":"W2608287991","doi":"10.1097/aln.0000000000001663","title":"Goal-directed Fluid Therapy Does Not Reduce Primary Postoperative Ileus after Elective Laparoscopic Colorectal Surgery","year":2017,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"McGill University Health Centre","keywords":"Medicine; Colorectal surgery; Ileus; Perioperative; Surgery; Randomized controlled trial; Context (archaeology); Laparoscopic surgery; Anesthesia; Laparoscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003780322,0.0003916594,0.001118118,0.0001862034,0.0003305823,0.00005585551,0.0002342174,0.0003933424,0.0002667694],"category_scores_gemma":[0.0006624151,0.0002694422,0.0002624021,0.0001054067,0.0005312702,0.0002877343,0.00007668635,0.0003965254,0.0001465387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519818,"about_ca_system_score_gemma":0.0004436603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000140865,"about_ca_topic_score_gemma":0.00004734622,"domain_scores_codex":[0.997624,0.0003626152,0.0004461327,0.0007300589,0.0002053766,0.0006317545],"domain_scores_gemma":[0.9974971,0.0009266721,0.0002698049,0.0008653366,0.0002674508,0.0001735992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009986451,0.0003107289,0.5199715,0.00004150286,0.0002478152,0.001356517,0.0007256133,4.525939e-7,0.4538964,0.000009553173,0.002435965,0.01101747],"study_design_scores_gemma":[0.0006556371,0.0005245084,0.6771455,0.0000818402,0.00002705621,0.0002587585,0.00002028369,0.000003547031,0.3188145,0.00004564181,0.002183108,0.0002396628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951897,0.0007393533,0.0000021477,0.001221645,0.0009929887,0.0006154165,0.0000162499,0.0002295073,0.0009929566],"genre_scores_gemma":[0.9908425,0.0009398689,0.0002598343,0.004865492,0.0004001936,0.0003592744,0.00006268538,0.00006372403,0.002206461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157174,"threshold_uncertainty_score":0.9999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588301252446951,"score_gpt":0.2708470001412972,"score_spread":0.2549639876168277,"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."}}