{"id":"W4407952133","doi":"10.1053/j.pcsu.2025.02.008","title":"Postrepair Pulmonary Vein Stenosis: Addressing Anatomic and Patient Risk Factors to Improve Outcomes","year":2025,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto","funders":"","keywords":"Medicine; Pulmonary vein stenosis; Stenosis; Cardiology; Internal medicine; Pulmonary vein; Intensive care medicine; Surgery; Radiology; Atrial fibrillation","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":[0.00102931,0.001062812,0.003481394,0.001579113,0.0002283285,0.001194071,0.001094469,0.001411919,0.004251564],"category_scores_gemma":[0.002433717,0.0002900613,0.001898003,0.0009658842,0.0003773236,0.0009113303,0.0006538719,0.002343752,0.0008359362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918039,"about_ca_system_score_gemma":0.002127105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001440442,"about_ca_topic_score_gemma":0.004347042,"domain_scores_codex":[0.9996246,0.00008061507,0.00007211652,0.00007039255,0.0001079247,0.00004424918],"domain_scores_gemma":[0.9991492,0.0005336853,0.0001616513,0.00001159045,0.00009366679,0.00005026864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003387685,0.0002175305,0.0008829436,0.05908809,0.001391561,0.000132145,0.00004367779,0.0003089792,0.0004634371,0.0009741986,0.02201432,0.9141445],"study_design_scores_gemma":[0.002230277,0.002069195,0.02428806,0.2573003,0.02482132,0.003496814,0.0004856832,0.001230532,0.00120522,0.005457531,0.6771696,0.000245496],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009945618,0.9993719,0.00004242103,0.0002143056,0.0001162358,0.000004424743,0.000009159296,0.00000330367,0.0001387458],"genre_scores_gemma":[0.001437381,0.9974501,0.0001695407,0.0005142682,0.000289285,0.00001004774,0.00003034815,0.000001171055,0.00009780679],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004251564,"threshold_uncertainty_score":0.01422292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177498322278927,"score_gpt":0.3243663276735788,"score_spread":0.3066164954456861,"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."}}