{"id":"W4406958618","doi":"10.1093/ehjci/jeae333.396","title":"Branch pulmonary artery flows calculated using velocity time integral correlate with MRI in pediatric pulmonary vein stenosis","year":2025,"lang":"en","type":"article","venue":"European Heart Journal - Cardiovascular Imaging","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Stenosis; Cardiology; Internal medicine; Pulmonary artery; Pulmonary vein; Radiology; Pulmonary vein stenosis","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":[0.001758243,0.0005000914,0.001075104,0.0009189625,0.000608316,0.0001874276,0.0001941382,0.00005754858,0.00004812602],"category_scores_gemma":[0.000147987,0.0004372105,0.00125325,0.001382495,0.0001645369,0.0004270665,0.0002693972,0.001347748,0.0001579954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004143332,"about_ca_system_score_gemma":0.0004099956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006894497,"about_ca_topic_score_gemma":0.000003884745,"domain_scores_codex":[0.9958889,0.0009986584,0.0008033239,0.0006798587,0.0008132615,0.0008160339],"domain_scores_gemma":[0.9983713,0.0001129071,0.00008909913,0.0006824873,0.0003727197,0.0003714677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017137,0.0006169466,0.856854,0.0006754775,0.003977138,0.04968535,0.0006227391,0.004128106,0.002743807,0.000001158414,0.00150936,0.07816884],"study_design_scores_gemma":[0.002513252,0.00007456635,0.9237983,0.001589076,0.002645016,0.01462295,0.0002175839,0.0469851,0.00003331363,0.00001627558,0.006881891,0.0006226397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588085,0.03063821,0.001450625,0.0006475224,0.0005414073,0.0006437263,0.000009422701,0.000154033,0.007106569],"genre_scores_gemma":[0.9966094,0.0007714609,0.001075407,0.0004114301,0.0006920011,0.000006220496,0.00001308831,0.0001235374,0.0002973935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0775462,"threshold_uncertainty_score":0.999808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140772132462999,"score_gpt":0.249536318476096,"score_spread":0.2354591052297961,"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."}}