{"id":"W4384342640","doi":"10.1136/ijgc-2023-004356","title":"Patient-reported nausea after implementation of an enhanced recovery after surgery protocol for gynae-oncology patients","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University Health Centre; McGill University","keywords":"Medicine; Protocol (science); Nausea; Oncology; General surgery; Surgery; Pathology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006457974,0.0002086309,0.0006433204,0.0005183256,0.00002701167,0.00002410606,0.0001554509,0.0001988894,0.002610615],"category_scores_gemma":[0.0009272827,0.0001603688,0.0004702351,0.0002657374,0.00007793556,0.0004837056,0.00007904605,0.000230733,0.000008474716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000637033,"about_ca_system_score_gemma":0.000702673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001848567,"about_ca_topic_score_gemma":0.00008379534,"domain_scores_codex":[0.9968563,0.0001347134,0.001585413,0.0002928972,0.0007987112,0.0003319269],"domain_scores_gemma":[0.9950708,0.0009937831,0.001426022,0.0001596662,0.002166995,0.0001828029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03225732,0.001526329,0.4172956,0.0001854683,0.001033916,0.0007305897,0.0003747622,0.0001260334,0.005820172,0.000003021261,0.005118002,0.5355288],"study_design_scores_gemma":[0.004927227,0.004237887,0.937059,0.0002632784,0.0001091553,0.00004318692,0.0001447257,0.00002442722,0.03935069,0.0003355401,0.0132817,0.0002231802],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826156,0.00001367349,0.0002778256,0.000445481,0.002459568,0.01395451,0.0001187389,0.00003021056,0.00008438295],"genre_scores_gemma":[0.934152,0.00003715065,0.000769812,0.0009594232,0.0004427653,0.06346491,0.00006301655,0.0000301012,0.00008083455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5353056,"threshold_uncertainty_score":0.9983011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378627544721345,"score_gpt":0.4012355075703132,"score_spread":0.3633727530981787,"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."}}