{"id":"W3044712541","doi":"10.1016/j.ajog.2020.07.039","title":"Guidelines for vulvar and vaginal surgery: Enhanced Recovery After Surgery Society recommendations","year":2020,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Guideline; Randomized controlled trial; Grading (engineering); Evidence-based medicine; MEDLINE; Perioperative; Prospective cohort study; Cohort study; Meta-analysis; General surgery; Surgery; Alternative medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007572041,0.0002017411,0.001077449,0.0002638288,0.00007677351,0.00003164081,0.00005676685,0.00009246506,0.0000570314],"category_scores_gemma":[0.01822643,0.0001748677,0.0003988367,0.0006067151,0.0002188792,0.0002036409,0.00004942176,0.0002787296,0.000001674127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007258102,"about_ca_system_score_gemma":0.0003679403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004029941,"about_ca_topic_score_gemma":0.000001667452,"domain_scores_codex":[0.998166,0.00009855763,0.0009563807,0.0002796671,0.0001700403,0.0003293745],"domain_scores_gemma":[0.9793801,0.01852726,0.0007687138,0.0001228996,0.0008374765,0.000363576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008434074,0.0001294877,0.08076674,0.0002018323,0.0005680509,0.0001341275,0.000469737,0.000009648048,0.001636418,0.000007712695,0.06805035,0.8471825],"study_design_scores_gemma":[0.006189255,0.01261227,0.2031187,0.0009710712,0.001903864,0.001880134,0.005209816,0.001245636,0.006147926,0.0008575099,0.75786,0.002003836],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489012,0.004049848,0.01794064,0.02699918,0.001842574,0.0001853721,0.00003695651,0.00001776299,0.00002649772],"genre_scores_gemma":[0.9388875,0.01475575,0.0299403,0.01583717,0.000413702,0.00002457589,0.00001612127,0.0000392458,0.00008558048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8451787,"threshold_uncertainty_score":0.9900435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04698163456400698,"score_gpt":0.3106176604633011,"score_spread":0.2636360258992941,"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."}}