{"id":"W4412952091","doi":"10.1016/j.ejrad.2025.112345","title":"Female reproductive tract obstruction and its imaging mimics – A pictorial review","year":2025,"lang":"en","type":"review","venue":"European Journal of Radiology","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Health Sciences Centre; Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Reproductive tract; Female Reproductive Tract; Gynecology; Internal medicine; Uterus","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":[0.0008599116,0.0002514294,0.00181495,0.0002090252,0.00006380818,0.0000098525,0.0001126981,0.0000612512,0.00008677439],"category_scores_gemma":[0.001620865,0.0001627227,0.0004303986,0.0001760366,0.0000654565,0.00006115081,0.00004437258,0.0006188964,0.00002046427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001134228,"about_ca_system_score_gemma":0.0001908946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.514935e-7,"about_ca_topic_score_gemma":2.829044e-8,"domain_scores_codex":[0.9974549,0.0011055,0.0008759986,0.000308698,0.00009282994,0.0001620347],"domain_scores_gemma":[0.9982991,0.00026734,0.0009002367,0.0002121794,0.0002062078,0.0001149503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001844645,0.0001154348,0.00009223277,0.01614298,0.0005291186,0.003208617,0.00002248232,7.160046e-8,0.000001648729,0.0001160363,0.001716815,0.9780361],"study_design_scores_gemma":[0.0007996347,0.0006624717,0.0010662,0.03496999,0.004732947,0.02430341,0.000009200921,1.320022e-7,4.014792e-7,0.00002641515,0.9332982,0.0001309789],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002896084,0.9949458,0.00001889283,0.0001954277,0.001578659,0.0004655323,0.00001815371,0.00001108585,0.002476903],"genre_scores_gemma":[0.0003283774,0.9979716,0.0003668144,0.0001389125,0.0008473512,0.000004042224,0.00004014327,0.00002237767,0.0002803886],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9779052,"threshold_uncertainty_score":0.663564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04720950472860683,"score_gpt":0.3426147335182803,"score_spread":0.2954052287896734,"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."}}