{"id":"W2996695942","doi":"10.1111/jce.14311","title":"Ablation of persistent atrial fibrillation: Challenges and solutions","year":2019,"lang":"en","type":"review","venue":"Journal of Cardiovascular Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Southlake Regional Health Center","funders":"","keywords":"Medicine; Atrial fibrillation; Ablation; Cardiology; Internal medicine; Catheter ablation","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":[0.0009342653,0.0006005653,0.001284065,0.001836021,0.0002988865,0.001283495,0.0006821514,0.001290556,0.003004137],"category_scores_gemma":[0.001663973,0.0001986324,0.0008219242,0.001144792,0.000456282,0.001697717,0.0007247052,0.001897568,0.0009835585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811679,"about_ca_system_score_gemma":0.001542989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013904,"about_ca_topic_score_gemma":0.001938759,"domain_scores_codex":[0.9996732,0.00007193018,0.0000715908,0.00004570172,0.0001130254,0.00002455216],"domain_scores_gemma":[0.9991333,0.0005261516,0.0001045034,0.00001710776,0.0001803322,0.00003867018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004862667,0.00005747912,0.0002414422,0.03099964,0.0001280031,0.0002282609,0.0001129405,0.0003414957,0.0007278748,0.005006277,0.02771021,0.9343978],"study_design_scores_gemma":[0.00002314293,0.0001381508,0.00143471,0.03096181,0.0003562383,0.002760777,0.000277715,0.0002631187,0.0002529275,0.00772774,0.955767,0.00003676701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007983937,0.9981266,0.0001083594,0.001009331,0.0002054713,0.000002730359,0.000008616774,0.000004642243,0.0004544132],"genre_scores_gemma":[0.0005519133,0.9985211,0.0001551474,0.0003194228,0.0002748971,0.000003834068,0.00001148249,0.000001014794,0.0001611602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003004137,"threshold_uncertainty_score":0.01004982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370288228978584,"score_gpt":0.3389520386847225,"score_spread":0.2019232157868641,"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."}}