{"id":"W4410501893","doi":"10.1002/hsr2.70439","title":"Pulsed Field Ablation: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Health Science Reports","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cryoablation; Ablation; Coagulative necrosis; Radiofrequency ablation; Irreversible electroporation; Atrial fibrillation; Inclusion and exclusion criteria; Catheter ablation; Adverse effect; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.00606682,0.001774798,0.01022669,0.009962689,0.000724642,0.002521688,0.002416765,0.001986,0.009496871],"category_scores_gemma":[0.02500596,0.001044269,0.00801182,0.01363279,0.0007854331,0.002700029,0.001694406,0.00114546,0.0006319875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554809,"about_ca_system_score_gemma":0.01085576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005798644,"about_ca_topic_score_gemma":0.01351471,"domain_scores_codex":[0.994252,0.001909088,0.002080409,0.0004642122,0.001078237,0.000216103],"domain_scores_gemma":[0.981236,0.01246871,0.003942965,0.0002756767,0.001863697,0.0002129768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001441846,0.00001181699,0.0003049232,0.9769531,0.006260148,0.00009860041,0.00007736328,0.00007119932,0.00008306242,0.00009878639,0.001013878,0.01488299],"study_design_scores_gemma":[0.0005091003,0.0002622372,0.003195996,0.8967194,0.08285076,0.0004919835,0.0001830152,0.0001113575,0.0001394709,0.000303652,0.01519528,0.00003768906],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001012058,0.9966396,0.0002363812,0.0002442557,0.00009228235,0.0006589828,0.0006832752,0.00001343362,0.0004196141],"genre_scores_gemma":[0.01244066,0.9843545,0.0007114143,0.0005397879,0.00009116979,0.001302095,0.0003832752,0.000007482701,0.0001696718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01022669,"threshold_uncertainty_score":0.03208476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463851647187423,"score_gpt":0.4970792689791142,"score_spread":0.3506941042603718,"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."}}