{"id":"W4406893831","doi":"10.1016/j.hrthm.2025.01.030","title":"Cryoballoon pulmonary vein isolation: Double stack vs standard ablation","year":2025,"lang":"en","type":"article","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pulmonary vein; Isolation (microbiology); Ablation; Cardiology; Atrial fibrillation; Catheter ablation; Stack (abstract data type); Internal medicine","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":[0.0002223053,0.0001211549,0.0002629835,0.0001612058,0.0001325272,0.00004336674,0.00002593457,0.00008396203,0.0006068281],"category_scores_gemma":[0.00003615363,0.0001136822,0.0001132919,0.0003706856,0.00002616291,0.000182916,0.00004392935,0.00009779134,0.0001952626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008822,"about_ca_system_score_gemma":0.00008909322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002004097,"about_ca_topic_score_gemma":0.000006736948,"domain_scores_codex":[0.9990005,0.00002663539,0.0002921451,0.0002229424,0.0002697,0.0001880371],"domain_scores_gemma":[0.9994669,0.00005046622,0.00005113629,0.0002592436,0.0001110227,0.00006123097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009333726,0.0000574995,0.7483907,0.0007374121,0.0003411169,0.000128569,0.0003100263,0.0009439993,0.002492443,0.06634508,0.1497986,0.02112086],"study_design_scores_gemma":[0.001898404,0.0001154017,0.1672282,0.00009690224,0.00008006069,0.00003421134,0.0000515037,0.001966803,0.0006877121,0.0008584007,0.8268564,0.0001259782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6213222,0.001775049,0.02054615,0.1204517,0.002943599,0.003158348,0.00001801019,0.0009199461,0.228865],"genre_scores_gemma":[0.9456034,0.00005337312,0.002072396,0.001143245,0.0008299862,0.000005374624,0.00008236017,0.00001570676,0.05019411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6770579,"threshold_uncertainty_score":0.6644342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03825076098096423,"score_gpt":0.3364297367753231,"score_spread":0.2981789757943588,"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."}}