{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001400047,0.0005820875,0.001654262,0.0002814214,0.0003261642,0.00164314,0.0005662785,0.0009270598,0.006276046],"category_scores_gemma":[0.002201017,0.0002705643,0.001633105,0.0001705142,0.0005115248,0.002054793,0.0005645345,0.001932938,0.0009088459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927892,"about_ca_system_score_gemma":0.0005785981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004666627,"about_ca_topic_score_gemma":0.00126242,"domain_scores_codex":[0.9995079,0.0001067605,0.00004842651,0.0001376978,0.00007535475,0.0001239547],"domain_scores_gemma":[0.9990237,0.000459993,0.0001671657,0.00008953532,0.00004315238,0.0002164833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2399955,0.005740095,0.03806845,0.001736788,0.004212535,0.00104898,0.0004845901,0.003530447,0.01654154,0.003577854,0.007088679,0.6779746],"study_design_scores_gemma":[0.1043641,0.3436021,0.4005859,0.004168947,0.01815275,0.01211444,0.002678822,0.0491428,0.01931038,0.02412629,0.02118031,0.0005730747],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711275,0.009527056,0.0073667,0.001897735,0.001586304,0.0001665563,0.0002305993,0.0001847756,0.007912731],"genre_scores_gemma":[0.9903831,0.001965757,0.003941465,0.0009253406,0.001326177,0.0001082652,0.0001856963,0.00004196609,0.001122255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006276046,"threshold_uncertainty_score":0.02099544,"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."}}