{"id":"W4415984170","doi":"10.4103/gmit.gmit-d-25-00052","title":"Surgical Fertility Preservation Before Pelvic Radiation: Time to Replace Oophoropexy with Uterine Transposition?","year":2025,"lang":"en","type":"article","venue":"Gynecology and Minimally Invasive Therapy","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fertility preservation; Radiation therapy; Ovary; Endometrial cancer; Uterus; Ovarian cancer; Uterine artery; Stage (stratigraphy)","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":[],"consensus_categories":[],"category_scores_codex":[0.0003692326,0.0001833472,0.0003794743,0.000095337,0.0001616025,0.000008814806,0.00008561176,0.0002090439,0.0008809048],"category_scores_gemma":[0.0001984797,0.0001352622,0.00005380397,0.0002293784,0.0002663059,0.0001110764,0.0000250149,0.0001833471,0.00004545106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006061389,"about_ca_system_score_gemma":0.0002434834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001246451,"about_ca_topic_score_gemma":0.00005817736,"domain_scores_codex":[0.9986687,0.000194056,0.0002621897,0.0005693214,0.00007808648,0.0002276808],"domain_scores_gemma":[0.9989315,0.0003115314,0.00005602992,0.0003744059,0.00022543,0.0001010503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1807257,0.001462251,0.6478584,0.0002709969,0.00117415,0.0002809653,0.002620848,0.000009462642,0.08699554,0.0005464429,0.002521367,0.07553387],"study_design_scores_gemma":[0.003227687,0.003528322,0.9566938,0.00002940342,0.00004927899,0.00005151567,0.00002952072,0.000008952998,0.01164873,0.0004089972,0.02421349,0.000110355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802359,0.0008620377,0.00005220372,0.01498438,0.0000787724,0.001038386,0.0000189307,0.00005905756,0.002670308],"genre_scores_gemma":[0.988901,0.0002304464,0.000342245,0.002833067,0.00006970389,0.0001396483,0.00009888777,0.000009474047,0.007375521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3088354,"threshold_uncertainty_score":0.964529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067112339086006,"score_gpt":0.2747878274698889,"score_spread":0.2641167040790289,"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."}}