{"id":"W4380794822","doi":"10.1161/circ.146.suppl_1.13614","title":"Abstract 13614: Why the Pulmonary Veins: Linking Atrial 4D Flow MRI Derived Biomechanics and Pulmonary Vein Electrical Remodeling","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Brandon Regional Health Authority","funders":"","keywords":"Medicine; Cardiology; Atrial fibrillation; Internal medicine; Pulmonary vein; Magnetic resonance imaging; Hemodynamics; Ablation; Sinus rhythm; Catheter ablation; Radiology","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":[0.000338897,0.0001831656,0.0001938239,0.0001566101,0.00008243307,0.000473617,0.0001742012,0.0003487813,0.003656352],"category_scores_gemma":[0.0008542687,0.00007767206,0.0001092871,0.00008602649,0.0002566438,0.0002723981,0.0001701715,0.0003009436,0.0003757736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007751,"about_ca_system_score_gemma":0.0001340686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189831,"about_ca_topic_score_gemma":0.0001290718,"domain_scores_codex":[0.9999225,0.00002406152,0.000007691669,0.00002264362,0.00001308761,0.000009908656],"domain_scores_gemma":[0.9996803,0.0001386232,0.0001003547,0.00001783785,0.0000218484,0.00004108226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006130089,0.0006682212,0.7181764,0.0006788483,0.0002169201,0.003666627,0.0004164367,0.001135122,0.1485581,0.0008680718,0.002786549,0.1166987],"study_design_scores_gemma":[0.0002818593,0.002294624,0.9697114,0.0001139607,0.0001395556,0.009936867,0.0002640598,0.004431221,0.009061606,0.001154646,0.002590884,0.00001933085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951823,0.0008884379,0.002052992,0.0006313904,0.00004497082,0.00003463714,0.0001657117,0.00001960794,0.0009798991],"genre_scores_gemma":[0.9975742,0.0003547961,0.0009773601,0.0001932609,0.0001749915,0.00002741249,0.0001459587,0.000005031071,0.0005470093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003656352,"threshold_uncertainty_score":0.01223171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018948589343793,"score_gpt":0.2498943907409313,"score_spread":0.2309458013971383,"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."}}