{"id":"W4316926584","doi":"10.1097/aog.0000000000005055","title":"Complex Gynecologic Fistulas Presenting 10 Years After Uterine Artery Embolization","year":2023,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Uterine artery embolization; Fistula; Hysterectomy; Embolization; Complication; Uterine leiomyoma; Leiomyoma; Cystectomy; Uterine artery; Uterus; Pregnancy; Gestation; Bladder cancer; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007509722,0.0001012834,0.0002042205,0.0002207622,0.00008870735,0.00003084297,0.0000621812,0.0001068728,0.0009399696],"category_scores_gemma":[0.001288595,0.00009515553,0.00004737795,0.0005784294,0.00005683617,0.00004127345,0.0001257665,0.0001004481,0.0002179705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003064469,"about_ca_system_score_gemma":0.0000266758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003252761,"about_ca_topic_score_gemma":0.000007895461,"domain_scores_codex":[0.9991534,0.00002489244,0.0002036617,0.0002570977,0.00009657817,0.0002644203],"domain_scores_gemma":[0.9987729,0.0007969303,0.00005737081,0.0001961009,0.00008180703,0.00009489643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733319,0.00093415,0.6577294,0.0009398595,0.0004640157,0.001944677,0.001669159,0.0001817176,0.007104991,0.006057944,0.1272449,0.1955558],"study_design_scores_gemma":[0.0004984576,0.0001603046,0.8033813,0.00000441159,0.00002976927,0.00003741882,0.00003339544,0.004015019,0.00000821458,0.0007215078,0.1910198,0.00009045024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947307,0.0002743728,0.00006552635,0.001423303,0.0003278545,0.0002763227,0.00001395035,0.0001284855,0.002759493],"genre_scores_gemma":[0.9922875,0.0002615211,0.0002923082,0.0009134492,0.00006781476,0.00007389775,0.0001239066,0.00001586279,0.00596378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1954654,"threshold_uncertainty_score":0.9999733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477592034387516,"score_gpt":0.2961495010023443,"score_spread":0.2613735806584691,"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."}}