{"id":"W4407884110","doi":"10.1161/circep.124.013294","title":"Harmonized Definitions and Nomenclature for Use in Pulsed Field Ablation","year":2025,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Nomenclature; Ablation; Field (mathematics); Medical physics; Internal medicine; Taxonomy (biology)","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":[0.00003427306,0.00009790917,0.0001492024,0.0001361589,0.00008282942,0.00002589839,0.00001920932,0.0001511798,0.00001060365],"category_scores_gemma":[0.00004312716,0.0001036271,0.00002227089,0.0001639531,0.00001641679,0.0001242634,0.000005928655,0.0001427601,0.000001540988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000340467,"about_ca_system_score_gemma":0.00001597369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009496111,"about_ca_topic_score_gemma":0.00004437016,"domain_scores_codex":[0.9994737,0.00002108819,0.0001422864,0.0001625327,0.00002171326,0.0001787023],"domain_scores_gemma":[0.9996315,0.0002265242,0.00001729925,0.0000788633,0.00002086218,0.00002498353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001567932,0.000011552,0.001742258,0.0001070938,0.00004701507,0.000002746842,0.0001193845,0.006816377,0.9503273,0.03432798,0.0002117819,0.006129692],"study_design_scores_gemma":[0.003396508,0.0002491181,0.2911989,0.00007962954,0.00006933332,0.00002926454,0.00002116367,0.5025503,0.05816983,0.1404107,0.003286148,0.0005391592],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751791,0.0001352107,0.02368254,0.0002781903,0.0001231772,0.0002233231,0.000006686646,0.00006250892,0.0003093118],"genre_scores_gemma":[0.9982824,0.0002245225,0.001088438,0.0001922566,0.00005747809,0.00005677584,0.00006310413,0.000008243847,0.00002676897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8921575,"threshold_uncertainty_score":0.4225789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507249264274886,"score_gpt":0.2269650875903199,"score_spread":0.2118925949475711,"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."}}