{"id":"W4386469420","doi":"10.1016/j.jacep.2023.07.014","title":"Catheter Ablation of Persistent Atrial Fibrillation","year":2023,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Innovation Council; University of British Columbia","funders":"","keywords":"Atrial fibrillation; Catheter ablation; Cardiology; Medicine; Ablation; Internal medicine; Catheter; Surgery","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":[0.001393993,0.0006470016,0.001060574,0.001056457,0.0032903,0.002671719,0.0008838556,0.03118658,0.00757309],"category_scores_gemma":[0.01524551,0.0004999824,0.001115468,0.000756462,0.001361519,0.001735351,0.001003511,0.02227495,0.005737103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003167514,"about_ca_system_score_gemma":0.003684811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008117338,"about_ca_topic_score_gemma":0.01977817,"domain_scores_codex":[0.998217,0.0004352915,0.0002579383,0.000204714,0.0005202657,0.0003646488],"domain_scores_gemma":[0.9949721,0.002095769,0.0003731741,0.0001875873,0.0007996765,0.001571718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008644024,0.0001337035,0.00477779,0.00005973328,0.00004260802,0.0122649,0.0001447962,0.000130066,0.0003385147,0.002905467,0.9560567,0.02305942],"study_design_scores_gemma":[0.0006598602,0.000426681,0.02597616,0.001467721,0.0002081799,0.0305677,0.0009261417,0.003675238,0.0006948017,0.02563386,0.9095922,0.0001714856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002121776,0.001548418,0.0001951879,0.9501265,0.02706159,0.00003672287,0.0001398997,0.00004768122,0.0187222],"genre_scores_gemma":[0.01725954,0.002058485,0.0004021894,0.8413897,0.120667,0.00008214223,0.0001514511,0.00005131351,0.01793822],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03118658,"threshold_uncertainty_score":0.02533454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210609948136924,"score_gpt":0.3970203309102994,"score_spread":0.2759593360966071,"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."}}