{"id":"W4402359226","doi":"10.1002/uog.28330","title":"EP08.02: Growth follow‐up on fetuses with single umbilical artery or persistent right umbilical vein: is a 28–32‐week ultrasound needed?","year":2024,"lang":"en","type":"article","venue":"Ultrasound in Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Umbilical vein; Medicine; Umbilical artery; Ultrasound; Single umbilical artery; Fetus; Cardiology; Radiology; Pregnancy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005050419,0.0001940971,0.000411759,0.001218499,0.0002116049,0.0006629065,0.0008516423,0.0006670363,0.004374546],"category_scores_gemma":[0.01774231,0.0001444404,0.0002345029,0.00133049,0.000336122,0.0006988925,0.0004113888,0.0005229481,0.001638701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004294426,"about_ca_system_score_gemma":0.001108537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005713108,"about_ca_topic_score_gemma":0.005349156,"domain_scores_codex":[0.9979005,0.0009180686,0.0004319646,0.0001587934,0.0004600877,0.0001305683],"domain_scores_gemma":[0.986806,0.005668723,0.003231758,0.0005379047,0.003177166,0.0005785698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184613,0.0001313296,0.7379411,0.001233856,0.00005042717,0.003848683,0.000739008,0.0002144417,0.001146692,0.0006843137,0.04717929,0.2056461],"study_design_scores_gemma":[0.00009319097,0.0005937749,0.9432735,0.002250142,0.00009600577,0.007619867,0.001103324,0.0005809217,0.001367088,0.0003569087,0.04263077,0.00003445147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8816115,0.02309734,0.008315446,0.02039757,0.001794711,0.0008563164,0.01678593,0.0003469562,0.04679419],"genre_scores_gemma":[0.9377856,0.01828161,0.01494566,0.004065131,0.001239028,0.001017972,0.01188851,0.0002489041,0.01052752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005713108,"threshold_uncertainty_score":0.0267095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02847445463127307,"score_gpt":0.254733300412044,"score_spread":0.2262588457807709,"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."}}