{"id":"W4390597822","doi":"10.1148/rg.230092","title":"Added Value of Contrast-enhanced US for Evaluation of Female Pelvic Disease","year":2024,"lang":"en","type":"review","venue":"Radiographics","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Medicine; Radiology; Female pelvis; Pelvis; Contrast-enhanced ultrasound; Fluoroscopy; Modality (human–computer interaction); Contrast (vision); Modalities; Ultrasound","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":[0.0004520258,0.0003422232,0.001714807,0.0005860565,0.00002365716,0.000008571914,0.000101551,0.0001794297,0.00003088182],"category_scores_gemma":[0.0001446981,0.0002473547,0.00153589,0.0007378281,0.00009140129,0.00002779482,0.00002475675,0.0001458547,0.000003749032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006926847,"about_ca_system_score_gemma":0.0006302543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233945,"about_ca_topic_score_gemma":0.000002998384,"domain_scores_codex":[0.9980602,0.0001082463,0.0006975704,0.0003710079,0.0005657174,0.0001972268],"domain_scores_gemma":[0.9984562,0.0001380183,0.0003898969,0.0004931642,0.0003632201,0.0001595361],"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":[0.0002029663,0.0007793262,0.0003643467,0.1265998,0.006022879,0.00003048152,0.00009449347,0.000003712335,0.00001002914,0.001873241,0.0004175982,0.8636011],"study_design_scores_gemma":[0.0107726,0.001788608,0.00286659,0.08225224,0.2385928,0.00004796598,0.00002329508,0.00169977,0.00007390776,0.0009942845,0.6600819,0.0008059851],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002587841,0.9923665,0.00008022119,0.00001755855,0.0003581969,0.003554238,0.0007923356,0.00003054497,0.0002125551],"genre_scores_gemma":[0.03075928,0.9669608,0.00034699,0.000009447507,0.0001529987,0.000603624,0.0009688232,0.00007173206,0.0001263366],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8627951,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06939620831184679,"score_gpt":0.3990694002299489,"score_spread":0.3296731919181021,"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."}}