{"id":"W4413324595","doi":"10.1016/j.hrthm.2025.08.019","title":"Contraction sizing versatility of the variable-loop circular catheter for pulmonary vein isolation in atrial fibrillation: A subanalysis from the AdmIRE trial","year":2025,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Johnson & Johnson (Canada)","funders":"Biosense Webster; Ethicon; Johnson and Johnson","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Cardiology; Isolation (microbiology); Sizing; Internal medicine; Contraction (grammar); Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006962082,0.0001108372,0.0003524261,0.00008264619,0.0001244853,0.00002336148,0.00004799757,0.000112373,0.0001407738],"category_scores_gemma":[0.0008190787,0.00007413398,0.0004570256,0.0005101574,0.00003768462,0.0001211131,0.00003653129,0.0001080852,0.000002669255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024335,"about_ca_system_score_gemma":0.000143672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004704762,"about_ca_topic_score_gemma":0.00006429206,"domain_scores_codex":[0.998708,0.0001873807,0.0005088532,0.0002258735,0.0002316054,0.000138363],"domain_scores_gemma":[0.9982936,0.001036901,0.0001720222,0.0003737369,0.0001020476,0.00002173763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06057872,0.0000560335,0.9094242,0.0002763641,0.001193077,0.000003875595,0.0007550364,0.006992685,0.004069532,0.002819231,0.001099983,0.01273128],"study_design_scores_gemma":[0.04805302,0.0002536222,0.6850414,0.0003506966,0.002214587,0.00001140692,0.0005016814,0.1302779,0.0008196043,0.004340278,0.1278363,0.0002994709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750922,0.0006586428,0.003847838,0.01610306,0.001185443,0.002679007,0.00001833844,0.00003127193,0.0003842408],"genre_scores_gemma":[0.9972041,0.00001726995,0.0003657628,0.0002216247,0.001610176,0.000007980247,0.00006668342,0.00000869421,0.0004977217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2243828,"threshold_uncertainty_score":0.3023096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910855261558101,"score_gpt":0.3168334702547245,"score_spread":0.2777249176391435,"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."}}