{"id":"W4409085689","doi":"10.1002/joa3.70057","title":"A simplified, fluoroless workflow for atrial fibrillation pulsed field electroporation","year":2025,"lang":"en","type":"article","venue":"Journal of Arrhythmia","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St Mary's Hospital Centre","funders":"","keywords":"Medicine; Atrial fibrillation; Workflow; Electroporation; Cardiology; Internal medicine; Database; Computer science","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":[0.002052966,0.0008110274,0.0008254538,0.001561789,0.0009059293,0.001769179,0.001236466,0.001432792,0.02562685],"category_scores_gemma":[0.003417597,0.000800838,0.0008774871,0.0004356129,0.000488365,0.0008047053,0.001361448,0.001812717,0.01891601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005561628,"about_ca_system_score_gemma":0.001310257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426839,"about_ca_topic_score_gemma":0.002051037,"domain_scores_codex":[0.9988305,0.0001685776,0.000137195,0.0002848079,0.0004635944,0.0001153926],"domain_scores_gemma":[0.9984165,0.0005280987,0.0001146282,0.0004712986,0.000333774,0.0001357179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007384448,0.0001720852,0.003101839,0.000620555,0.00009533142,0.001622853,0.0006510926,0.003715215,0.6893749,0.005616,0.0399631,0.2543286],"study_design_scores_gemma":[0.0001631945,0.0003560547,0.007809214,0.0002636063,0.00008390173,0.006642648,0.000180589,0.02518918,0.5457305,0.005195724,0.4080365,0.0003487477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01614361,0.0008908099,0.9154208,0.0008197842,0.0004981113,0.0006615557,0.002457796,0.05155745,0.0115501],"genre_scores_gemma":[0.07393508,0.0009187516,0.8950683,0.0009527309,0.0001927849,0.001092917,0.004206949,0.00811051,0.01552192],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02562685,"threshold_uncertainty_score":0.08573043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009704580787998138,"score_gpt":0.3137463351783317,"score_spread":0.3040417543903336,"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."}}