{"id":"W3209199157","doi":"10.1136/ijgc-2021-igcs.48","title":"SF004/#153 The use of lighted ureteral catheters in difficult minimally invasive gynecologic oncologic surgery","year":2021,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre; University of Toronto; Mount Sinai Hospital","funders":"University of Toronto","keywords":"Medicine; Surgery; Ureter; Gynecologic oncology; Laparoscopy; Dissection (medical); Robotic surgery; Invasive surgery; General surgery; Complication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002658427,0.0001600257,0.0005143675,0.0001636605,0.00004402082,0.00004788099,0.0003430368,0.0001565968,0.001079046],"category_scores_gemma":[0.003862424,0.00009189584,0.0003861314,0.0003265404,0.0001650716,0.0001543589,0.0001204602,0.0004591444,0.000005073496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000404633,"about_ca_system_score_gemma":0.0008955561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003625154,"about_ca_topic_score_gemma":0.0003242548,"domain_scores_codex":[0.9980126,0.0001658847,0.0008883546,0.0002106434,0.0005002897,0.0002222303],"domain_scores_gemma":[0.9946855,0.002746737,0.0006314243,0.0001567944,0.001671946,0.0001075612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002974581,0.003667164,0.8415468,0.00009518041,0.001492596,0.004196078,0.0009106043,0.00339847,0.07476556,0.000881592,0.04980992,0.01626143],"study_design_scores_gemma":[0.001143963,0.0006297813,0.9766148,0.0002040565,0.0001140839,0.0006224648,0.0001344182,0.0001555905,0.003781153,0.00046656,0.01598797,0.000145185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750868,0.0007498586,0.00002491557,0.02314003,0.0005967597,0.0001706523,0.00003071465,0.000009356649,0.0001908926],"genre_scores_gemma":[0.9909483,0.001101282,0.0007898131,0.006561524,0.0002352503,0.00003600029,0.00001905798,0.000009252418,0.0002995717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350679,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049689997855212,"score_gpt":0.3330399716608976,"score_spread":0.2280709718753764,"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."}}