{"id":"W2109032422","doi":"10.1159/000328713","title":"Results of Introducing a Rapid Recovery Program for Total Abdominal Hysterectomy","year":2011,"lang":"en","type":"article","venue":"Gynecologic and Obstetric Investigation","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"National Cancer Institute","keywords":"Medicine; Hysterectomy; Surgery; Retrospective cohort study; Medical record; Complication","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":[0.002540608,0.0002342732,0.0002200276,0.0004483248,0.0003891489,0.0004360257,0.0004325,0.0003418674,0.001890713],"category_scores_gemma":[0.02231835,0.0001636211,0.0005227791,0.0003543178,0.0002620439,0.0003634757,0.0004934074,0.0004062846,0.0001450972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009481275,"about_ca_system_score_gemma":0.001647233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812248,"about_ca_topic_score_gemma":0.005503169,"domain_scores_codex":[0.9971337,0.001537342,0.0002383501,0.0001617279,0.0005544972,0.000374397],"domain_scores_gemma":[0.9877735,0.00454409,0.004744377,0.000372371,0.00149668,0.00106904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003933711,0.00161391,0.845073,0.001396064,0.0004171353,0.002343211,0.000960338,0.0007578823,0.001893729,0.00009836008,0.001319424,0.1401932],"study_design_scores_gemma":[0.0001918092,0.006888459,0.9872816,0.0002524331,0.000156833,0.001686892,0.0008809649,0.000179057,0.0007538695,0.00002072405,0.001689877,0.00001745253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995863,0.001984573,0.000133017,0.0003432077,0.00002527004,0.0001360075,0.0001263338,0.00001733447,0.001371116],"genre_scores_gemma":[0.9983575,0.0007544964,0.0002856766,0.0001355389,0.0000354318,0.00004611383,0.0001659923,0.000004918142,0.0002143565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812248,"threshold_uncertainty_score":0.01343614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638891988344475,"score_gpt":0.2514163553538069,"score_spread":0.2150274354703621,"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."}}