{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005226536,0.0001509321,0.0003719716,0.0002733966,0.00006052372,0.00001084949,0.0000460455,0.000160299,0.00002782647],"category_scores_gemma":[0.004473923,0.000124578,0.000101604,0.0004207194,0.0001477577,0.0001718169,0.00003183909,0.0001255227,0.000004372256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007034276,"about_ca_system_score_gemma":0.0001100898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001910917,"about_ca_topic_score_gemma":0.000002730891,"domain_scores_codex":[0.9986782,0.00006583548,0.0005183415,0.0003590587,0.0001335199,0.0002450555],"domain_scores_gemma":[0.9982005,0.0009813143,0.0003088265,0.0002155277,0.0001798345,0.0001140482],"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":[0.002352111,0.0004561401,0.02592901,0.0009327524,0.0001723709,0.00002764717,0.001986727,0.00001109404,0.01383565,0.000150509,0.002011344,0.9521347],"study_design_scores_gemma":[0.01011123,0.01333987,0.7440667,0.0005518233,0.0005079748,0.0001987951,0.0008479148,0.002251288,0.2208735,0.004571948,0.001971844,0.0007070478],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942412,0.0004896518,0.0005805078,0.00009761969,0.0007582814,0.001215687,0.00001521777,0.00008761913,0.002514244],"genre_scores_gemma":[0.9506388,0.00006665748,0.04827625,0.0001488918,0.0001183576,0.0001897669,0.00006193537,0.00001391322,0.0004854462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9514276,"threshold_uncertainty_score":0.5356027,"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."}}