{"id":"W4288050719","doi":"10.22541/au.165892240.00944017/v1","title":"Abdominal sacrohysteropexy for large iatrogenic early postpartum vesicouterine fistula: An innovative technique","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Uterus; Caesarean section; Fistula; Surgery; Childbirth; Pregnancy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002927883,0.0003861272,0.0005998056,0.0002034589,0.0002287847,0.00007966678,0.0004261212,0.0002220671,0.0008136387],"category_scores_gemma":[0.00004012475,0.0003487439,0.0003520887,0.0002887125,0.0000378473,0.00008039022,0.0008783353,0.0008155979,0.00001288191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001804599,"about_ca_system_score_gemma":0.0003846984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009834011,"about_ca_topic_score_gemma":0.00002309155,"domain_scores_codex":[0.9978893,0.00005126455,0.0005555869,0.0007921636,0.0002772123,0.0004344775],"domain_scores_gemma":[0.9980073,0.00003273135,0.0002574249,0.00101723,0.0005232641,0.0001620723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02594719,0.02029677,0.05610381,0.02248874,0.01346685,0.0006355137,0.0153517,0.0001095443,0.377631,0.2209974,0.2298504,0.01712099],"study_design_scores_gemma":[0.0215853,0.03408015,0.2670009,0.002161868,0.004453902,0.00281087,0.002282959,0.0073604,0.0366955,0.04283788,0.5706146,0.00811564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7721227,0.0007435461,0.191084,0.008792361,0.0008137799,0.01454499,0.002920948,0.0009947484,0.007982934],"genre_scores_gemma":[0.9557289,0.00001958249,0.02944252,0.002267037,0.0004607887,0.005896164,0.002193977,0.0001028194,0.003888222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3409356,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192960764133389,"score_gpt":0.3304681369871488,"score_spread":0.2985385293458149,"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."}}