{"id":"W2793319724","doi":"10.1097/dcr.0000000000000883","title":"Clinical Practice Guidelines for Enhanced Recovery After Colon and Rectal Surgery From the American Society of Colon and Rectal Surgeons and Society of American Gastrointestinal and Endoscopic Surgeons","year":2017,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":406,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Colorectal surgery; General surgery; Surgical oncology; Colonoscopy; Surgery; Colorectal cancer; Abdominal surgery; 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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001311147,0.0003250155,0.001350063,0.00004169139,0.0002853809,0.00005005687,0.0001827548,0.00008642262,0.000006502764],"category_scores_gemma":[0.01175114,0.0002299535,0.000650824,0.0001651428,0.00310909,0.0002230663,0.0003704019,0.0002922142,1.403408e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000404556,"about_ca_system_score_gemma":0.0004121422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001794456,"about_ca_topic_score_gemma":0.0003338662,"domain_scores_codex":[0.9972962,0.0003942307,0.0009945882,0.0006008076,0.0003354385,0.0003787785],"domain_scores_gemma":[0.9837547,0.0125332,0.002042536,0.0007173087,0.0007233865,0.0002288482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008108823,0.0002969789,0.9389054,0.0003861688,0.0005206526,0.000006623272,0.0002154207,9.836882e-7,0.0111309,0.000001969625,0.01366386,0.02676221],"study_design_scores_gemma":[0.0009970336,0.001162006,0.9890456,0.001150267,0.0008247335,0.00004937379,0.0008863264,0.0001898239,0.0046297,0.00008151915,0.0007744776,0.0002091843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908164,0.002014114,0.0001533642,0.005036728,0.0003629005,0.0008092671,0.0007679565,0.00002271827,0.00001662079],"genre_scores_gemma":[0.9851843,0.005959734,0.007295127,0.001184054,0.0001440219,0.0001020564,0.00002694028,0.00003995838,0.00006387712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05014015,"threshold_uncertainty_score":0.9996039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001362431962582,"score_gpt":0.3603261523695523,"score_spread":0.3203125280499265,"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."}}