{"id":"W4402360576","doi":"10.1002/uog.29022","title":"EP24.15: Step‐by‐step technique to identify the proximal ureter with transvaginal ultrasound","year":2024,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ureter; Transvaginal ultrasound; Ultrasound; Medicine; Urology; Radiology","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":[0.000272606,0.0002367955,0.0003080739,0.0002702181,0.0001460563,0.0001690597,0.0002027629,0.0001938159,0.0001754775],"category_scores_gemma":[0.002282262,0.0001571864,0.00006749893,0.001027249,0.0001825994,0.0001279914,0.00002948957,0.0005728757,0.00003072996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120349,"about_ca_system_score_gemma":0.0001272006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005454462,"about_ca_topic_score_gemma":0.00008366602,"domain_scores_codex":[0.9984021,0.00006192025,0.0003363149,0.0005348659,0.0002308743,0.0004338925],"domain_scores_gemma":[0.9906007,0.008737836,0.00004024406,0.0003587538,0.00009617387,0.0001662709],"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":[0.0008394437,0.002367849,0.1769938,0.002429999,0.001324323,0.0009457269,0.007186969,0.00006218741,0.4539557,0.05573392,0.1741848,0.1239752],"study_design_scores_gemma":[0.001338057,0.002386094,0.08363401,0.0002064087,0.0002735779,0.00237699,0.0005526509,0.0001823262,0.001546994,0.00154767,0.905394,0.0005612558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942935,0.01031328,0.02934411,0.008944783,0.0006905785,0.003330831,0.0001233628,0.000209515,0.004108492],"genre_scores_gemma":[0.9931152,0.0005877999,0.00270166,0.001878512,0.0000672809,0.0004639702,0.00004724569,0.00004045657,0.001097912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7312092,"threshold_uncertainty_score":0.6409876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111360576146906,"score_gpt":0.2835049475660376,"score_spread":0.272368889951347,"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."}}