{"id":"W3109103872","doi":"10.1093/ehjci/ehaa946.0572","title":"Is higher power shorter duration radiofrequency energy is better than lower power longer duration strategy in catheter ablation of atrial fibrillation A meta-analysis","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Radiofrequency ablation; Pulmonary vein; Fluoroscopy; Ablation; Catheter ablation; Internal medicine; Cardiology; Tamponade; Nuclear medicine; Surgery","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":[0.008789306,0.002121183,0.01296046,0.003046843,0.0006687992,0.003586367,0.001789533,0.002614432,0.003224113],"category_scores_gemma":[0.01452956,0.001107554,0.04616009,0.004119195,0.0006236697,0.001596472,0.0009066137,0.002066086,0.0002764833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125805,"about_ca_system_score_gemma":0.0009403976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003687863,"about_ca_topic_score_gemma":0.004582215,"domain_scores_codex":[0.9927401,0.00342006,0.001632064,0.001367214,0.0005719,0.0002686227],"domain_scores_gemma":[0.9859329,0.01021332,0.002228979,0.0005913199,0.0007331614,0.0003002324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00981692,0.00005480129,0.01713114,0.03328752,0.9335138,0.0001347105,0.00004440691,0.000598645,0.0003331453,0.00007509581,0.0002564198,0.004753442],"study_design_scores_gemma":[0.001070805,0.0003693521,0.01156615,0.001580143,0.9841912,0.00006614852,0.00002794973,0.0003872736,0.00011118,0.0001396703,0.0004703149,0.00001985569],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06766105,0.9285052,0.001331658,0.0004334322,0.0004716592,0.0001564267,0.0008043814,0.00004813957,0.0005880215],"genre_scores_gemma":[0.8413713,0.153849,0.001559266,0.0008554416,0.0006319308,0.0004217509,0.0008082645,0.00004527297,0.0004577713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01296046,"threshold_uncertainty_score":0.0464828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254774825240292,"score_gpt":0.3312248234847565,"score_spread":0.2057473409607273,"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."}}