{"id":"W2466291378","doi":"10.1097/sle.0000000000000277","title":"Outcomes From an Enhanced Recovery Program for Laparoscopic Gastric Surgery","year":2016,"lang":"en","type":"article","venue":"Surgical Laparoscopy Endoscopy & Percutaneous Techniques","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; General surgery; Laparoscopic surgery; Laparoscopy","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":[0.0007037407,0.00106065,0.002514146,0.0006020432,0.0002636673,0.0001574094,0.0004856625,0.0007636224,0.001592364],"category_scores_gemma":[0.0008470629,0.000737854,0.001132977,0.0005623124,0.0004400542,0.0007137172,0.0001408587,0.0004840666,0.0001284273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005121895,"about_ca_system_score_gemma":0.0004768434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001419084,"about_ca_topic_score_gemma":0.00004600836,"domain_scores_codex":[0.9937741,0.000314576,0.001514821,0.001848666,0.0008725362,0.001675261],"domain_scores_gemma":[0.9922348,0.004416325,0.0004437367,0.001652627,0.000385046,0.0008674181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003877199,0.001176573,0.00765038,0.0001471169,0.0002644476,0.0008090796,0.00004494778,3.979735e-7,0.8359595,0.00004241835,0.00308817,0.1469398],"study_design_scores_gemma":[0.0002676437,0.002552251,0.0002350653,0.001015145,0.000251793,0.0007821701,0.00002092833,0.00001028546,0.9636523,0.001039413,0.02924961,0.0009233908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858908,0.0003831093,0.001030109,0.0008187388,0.001238047,0.003388805,0.0005839983,0.004000907,0.002665487],"genre_scores_gemma":[0.8825216,0.002126646,0.1064744,0.001054844,0.001024264,0.002771738,0.0005069213,0.0003531378,0.003166449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460164,"threshold_uncertainty_score":0.9995072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875324699776243,"score_gpt":0.3181905781944817,"score_spread":0.2994373311967193,"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."}}