{"id":"W2899961990","doi":"10.1007/s00192-018-3801-5","title":"Uterosacral vault suspension (USLS) at the time of hysterectomy: laparoscopic versus vaginal approach","year":2018,"lang":"en","type":"article","venue":"International Urogynecology Journal","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Uterosacral ligament; Perioperative; Concomitant; Vaginal vault; Shim (computing); Surgery; Brachytherapy; Hysterectomy; Urology; Radiation therapy; Vagina","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002825361,0.0001816595,0.0003213604,0.0001602066,0.0001940091,0.00002405784,0.0003435829,0.0001309163,0.0048632],"category_scores_gemma":[0.0002630863,0.0001238953,0.0001505748,0.0000995015,0.0004832072,0.00009414124,0.0001670338,0.0003343855,0.0007014654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000392515,"about_ca_system_score_gemma":0.0001718806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001531364,"about_ca_topic_score_gemma":0.00004555565,"domain_scores_codex":[0.9984593,0.0001269563,0.0004110911,0.0002493161,0.0004474312,0.0003059518],"domain_scores_gemma":[0.9986702,0.0002434629,0.0002898126,0.0002473682,0.0004298002,0.0001193098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02165186,0.005544999,0.7034453,0.00008019618,0.009620233,0.001100157,0.003867887,0.0001936903,0.03928946,0.0008396804,0.197867,0.01649953],"study_design_scores_gemma":[0.0660314,0.009905501,0.836924,0.0001990194,0.001276743,0.01041245,0.0005023601,0.007697154,0.01547404,0.00112688,0.04980975,0.0006407148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698251,0.0001421935,0.00008971395,0.002895908,0.002551941,0.0002089599,0.00001391726,0.00002290965,0.0242493],"genre_scores_gemma":[0.9888332,0.00002437473,0.0009723598,0.0006411361,0.0005414684,0.00001113934,0.00005330936,0.00002255433,0.008900425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480573,"threshold_uncertainty_score":0.9960465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932986033348467,"score_gpt":0.2999820702016475,"score_spread":0.2806522098681628,"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."}}