{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002027946,0.0002745277,0.0003185002,0.0005525416,0.0004323144,0.0006071071,0.000394279,0.0003822704,0.001625277],"category_scores_gemma":[0.00553857,0.000151958,0.0004586267,0.0004396231,0.0004381387,0.0006878236,0.001408257,0.0006179175,0.0001697379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735647,"about_ca_system_score_gemma":0.001660291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006563312,"about_ca_topic_score_gemma":0.001419167,"domain_scores_codex":[0.9985465,0.0004967198,0.0001263283,0.0001570177,0.0003096081,0.00036381],"domain_scores_gemma":[0.9958814,0.0003535679,0.001871775,0.0001537252,0.0002847051,0.001454757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002487884,0.004371629,0.9492176,0.0001712487,0.0002402444,0.000522498,0.0003739912,0.0005186717,0.0008406024,0.0001022551,0.0009055532,0.04024784],"study_design_scores_gemma":[0.0004948875,0.01327932,0.9824231,0.0001170777,0.0000596969,0.0008615942,0.000954109,0.0006030965,0.0003208042,0.00007757483,0.0007878357,0.00002092856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992465,0.00009586234,0.00007367053,0.0001071156,0.00000889219,0.0001044262,0.00006416073,0.000004222877,0.0002951279],"genre_scores_gemma":[0.9987988,0.0001186824,0.0002598677,0.000107851,0.0000293335,0.0001223159,0.00035243,0.000002573378,0.000208077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027946,"threshold_uncertainty_score":0.0107249,"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."}}