{"id":"W4411408000","doi":"10.37766/inplasy2025.6.0079","title":"Safety and efficacy of the Pulsed field ablation for atrial fibrillation: a systematic review and updated meta-analysis","year":2025,"lang":"en","type":"review","venue":"","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Atrial fibrillation; Meta-analysis; Field (mathematics); Ablation; Internal medicine; Cardiology; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0116349,0.001682941,0.01289749,0.004969445,0.0006178109,0.002677365,0.001805397,0.002052895,0.004382566],"category_scores_gemma":[0.04019846,0.000958321,0.02658852,0.00551069,0.0007317049,0.002110552,0.001318481,0.002010269,0.00028221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341082,"about_ca_system_score_gemma":0.0056446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006915831,"about_ca_topic_score_gemma":0.01653645,"domain_scores_codex":[0.9904355,0.003605533,0.003679754,0.0008507504,0.001126295,0.0003021972],"domain_scores_gemma":[0.9679607,0.02375925,0.004972698,0.0007063593,0.002347137,0.0002537926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001488086,0.00004210315,0.003069827,0.7459986,0.2220881,0.0001121886,0.0001122011,0.000279883,0.0001938808,0.0001864437,0.001188886,0.02523981],"study_design_scores_gemma":[0.001096435,0.0004728487,0.008054922,0.137246,0.8472167,0.0002086856,0.0001103523,0.000153169,0.0001338126,0.0002993656,0.004963384,0.00004421641],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002669597,0.9957334,0.0002599742,0.0002550631,0.0001299654,0.0002305705,0.000462543,0.00001065314,0.0002482634],"genre_scores_gemma":[0.08531944,0.9098987,0.001274084,0.001250726,0.0002942857,0.001041542,0.0006898461,0.00001484258,0.0002165045],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01289749,"threshold_uncertainty_score":0.06153196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162029826688914,"score_gpt":0.4009312328666876,"score_spread":0.2847282501977962,"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."}}