{"id":"W3031920682","doi":"10.1002/jum.15345","title":"Ureter Visualization With Transvaginal Ultrasound","year":2020,"lang":"en","type":"article","venue":"Journal of Ultrasound in Medicine","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"GE Healthcare; ASCRS Research Foundation","keywords":"Medicine; Ureter; Ultrasound; Test (biology); Radiology; Learning curve; Transvaginal ultrasound; Surgery; Medical physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003553024,0.0002674461,0.0003279255,0.0007191817,0.0002058925,0.0007448892,0.0003880495,0.0005410216,0.001613119],"category_scores_gemma":[0.0243074,0.0002257633,0.0003441015,0.0003917589,0.0004185969,0.001311319,0.001100891,0.0005069613,0.0002232198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181045,"about_ca_system_score_gemma":0.0008094604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007790531,"about_ca_topic_score_gemma":0.001047457,"domain_scores_codex":[0.9977603,0.0009316938,0.0001615073,0.0002661181,0.0006896544,0.0001907648],"domain_scores_gemma":[0.9887936,0.005196571,0.002985887,0.0007269656,0.00117953,0.001117557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001966456,0.0007698964,0.864132,0.000199561,0.00007235739,0.0005958738,0.001329774,0.001397411,0.00700611,0.00005631513,0.0001851669,0.1222891],"study_design_scores_gemma":[0.000100278,0.01302825,0.9671667,0.00008207773,0.00007718236,0.007562639,0.0008239438,0.004157239,0.005888408,0.0001090385,0.0009525658,0.00005170859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971089,0.0003590981,0.001459988,0.00004040981,0.000006411841,0.00002993598,0.00001647875,0.00002338937,0.0009554741],"genre_scores_gemma":[0.9977597,0.0001217721,0.001893039,0.00001656677,0.00001035056,0.00001103575,0.00002253927,0.000003753426,0.000161338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003553024,"threshold_uncertainty_score":0.01879036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619326036481997,"score_gpt":0.3043894610683278,"score_spread":0.2781962007035079,"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."}}