{"id":"W4410621944","doi":"10.1093/europace/euaf085.364","title":"The effects of early recurrence of atrial fibrillation on left atrial remodeling after pulmonary vein isolation - A cardiac magnetic resonance study","year":2025,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biosense Webster","keywords":"Pulmonary vein; Atrial fibrillation; Cardiology; Internal medicine; Medicine; Cardiac magnetic resonance; Magnetic resonance imaging; Isolation (microbiology); Cardiac magnetic resonance imaging; Radiology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004052376,0.0002164016,0.0004343404,0.0003288447,0.000231386,0.0003307075,0.0001812288,0.00047611,0.001014559],"category_scores_gemma":[0.001554303,0.000110097,0.0003107094,0.0002372918,0.0002212659,0.0002628361,0.0001711262,0.000404156,0.0001862363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001296928,"about_ca_system_score_gemma":0.0001290156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006365405,"about_ca_topic_score_gemma":0.0006443964,"domain_scores_codex":[0.9998254,0.00003983369,0.00002149801,0.00004086046,0.00002762659,0.00004482417],"domain_scores_gemma":[0.9987969,0.0003479089,0.0003921771,0.00006902487,0.00008729274,0.0003066443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002738179,0.0002476995,0.9810034,0.00003041221,0.0000970715,0.00406274,0.0001819076,0.0001041146,0.004087997,0.00002456597,0.00007717089,0.007344646],"study_design_scores_gemma":[0.00001635764,0.0007289003,0.9969231,0.000002660972,0.00003141337,0.001915007,0.00004983937,0.0001019879,0.0001232027,0.00001159768,0.00009102772,0.00000483525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992847,0.0002288786,0.00005448857,0.00002841572,0.000005162814,0.000005626169,0.00003247656,0.000002150544,0.0003581954],"genre_scores_gemma":[0.9997442,0.00004075008,0.00003704974,0.00001730398,0.00002652071,0.000004219436,0.00004826026,9.488206e-7,0.00008074275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001014559,"threshold_uncertainty_score":0.003394067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006928437715653876,"score_gpt":0.2648313624113015,"score_spread":0.2579029246956476,"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."}}