{"id":"W3050960522","doi":"10.1016/j.jmig.2020.08.006","title":"Enhanced Recovery and Surgical Optimization Protocol for Minimally Invasive Gynecologic Surgery: An AAGL White Paper","year":2020,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Protocol (science); Surgery; White (mutation); Pathology; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01421138,0.0004169551,0.0005734289,0.0005645426,0.001262347,0.001951935,0.001400248,0.002209037,0.006946667],"category_scores_gemma":[0.01581331,0.0002580901,0.001186092,0.0003943261,0.0007513482,0.001416684,0.002132782,0.003679813,0.001265838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003992699,"about_ca_system_score_gemma":0.02051256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00930752,"about_ca_topic_score_gemma":0.01907569,"domain_scores_codex":[0.9962071,0.001730883,0.000352635,0.0002953068,0.0009572022,0.000456861],"domain_scores_gemma":[0.9918591,0.003122951,0.0006503086,0.0004874822,0.002043481,0.001836632],"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":[0.007130465,0.008754,0.02370472,0.001081085,0.0003939526,0.0007414835,0.001156322,0.003499809,0.003346705,0.01156907,0.2411114,0.697511],"study_design_scores_gemma":[0.009975487,0.03046043,0.1896484,0.01151823,0.001885319,0.001675434,0.005960892,0.01828041,0.01533066,0.02406931,0.6905656,0.0006297503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.3888103,0.02190236,0.03949191,0.3702155,0.0133613,0.02176328,0.005679985,0.001430431,0.1373448],"genre_scores_gemma":[0.6478531,0.02034708,0.1419051,0.1076002,0.004212168,0.01886748,0.005868063,0.0004527867,0.05289406],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01421138,"threshold_uncertainty_score":0.07515788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349881980372648,"score_gpt":0.2964412301185894,"score_spread":0.2614530320813246,"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."}}