{"id":"W4408915614","doi":"10.1111/jce.16665","title":"Durability of Ultra‐Low Temperature Cryoablation Lesions in Atrial Fibrillation: Insights From Repeat Ablation Procedures","year":2025,"lang":"en","type":"article","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Princess Margaret Cancer Foundation; Università degli Studi di Napoli Federico II","keywords":"Cryoablation; Medicine; Ablation; Atrial fibrillation; Cardiology; Pulmonary vein; Internal medicine; Lesion; Radiofrequency ablation; Catheter ablation; Cryosurgery; Radiology; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001433949,0.0001312709,0.0003248531,0.0004686543,0.0002044829,0.0007107655,0.000318783,0.000369885,0.001370913],"category_scores_gemma":[0.00480438,0.00008645982,0.0003489695,0.0002368454,0.000287546,0.0004760455,0.0002894665,0.0005102944,0.0002383001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000295437,"about_ca_system_score_gemma":0.0001765817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003211229,"about_ca_topic_score_gemma":0.0003710761,"domain_scores_codex":[0.9994799,0.0001159159,0.0000629565,0.0001193599,0.0001592587,0.00006261955],"domain_scores_gemma":[0.9948447,0.001432178,0.002665103,0.0003609046,0.0004157498,0.0002813592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001268642,0.0001788531,0.9318562,0.0001535779,0.0002415463,0.0004467524,0.0003506403,0.0004545204,0.006765297,0.0001089186,0.0003617625,0.05781339],"study_design_scores_gemma":[0.00002012769,0.0007973649,0.9922971,0.00004015314,0.0001162575,0.003405601,0.0001374619,0.0006714085,0.001592164,0.0001360154,0.0007745395,0.0000117104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952997,0.003127654,0.0005054967,0.00008367853,0.000006731628,0.00001077874,0.00009628465,0.000006754314,0.0008627785],"genre_scores_gemma":[0.999213,0.0003419177,0.0001823222,0.00003550612,0.00002458804,0.000008147932,0.0001115255,0.000003781025,0.00007918631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001433949,"threshold_uncertainty_score":0.007583559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218097529088603,"score_gpt":0.2722939935633165,"score_spread":0.2601130182724304,"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."}}