{"id":"W3215864831","doi":"10.1161/circ.144.suppl_1.10793","title":"Abstract 10793: Duration of Rhythm Monitoring and Arrhythmia Recurrence After Pulmonary Vein Isolation for Atrial Fibrillation: A Systematic Review and Meta-Regression Study","year":2021,"lang":"en","type":"review","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary vein; Atrial fibrillation; Catheter ablation; Cardiology; Internal medicine; Randomized controlled trial; Ablation; Rhythm; Anesthesia","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":[0.01976856,0.002149046,0.01692403,0.005890142,0.0005592476,0.003548235,0.002044165,0.00193951,0.005095601],"category_scores_gemma":[0.05081235,0.001179035,0.03012601,0.008316368,0.0007419661,0.002033869,0.00125184,0.001784715,0.0004295308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002375119,"about_ca_system_score_gemma":0.004027182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201357,"about_ca_topic_score_gemma":0.01111723,"domain_scores_codex":[0.9848095,0.007289431,0.004537997,0.001429357,0.001552149,0.0003815642],"domain_scores_gemma":[0.9581066,0.03280518,0.005947663,0.0009654934,0.001874934,0.0003000264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001419211,0.00002068927,0.005294786,0.5085856,0.4725157,0.0001218998,0.00008466072,0.0003569211,0.0001755409,0.0001457936,0.0008541905,0.01042503],"study_design_scores_gemma":[0.0006295203,0.0001675558,0.006398923,0.04963829,0.9403737,0.0001166359,0.00004115944,0.0002191584,0.0001118634,0.0002476151,0.002029663,0.00002593384],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003454047,0.9943757,0.0004621487,0.0003002342,0.0001493153,0.0002441499,0.0007407144,0.00002432072,0.0002493455],"genre_scores_gemma":[0.1594033,0.8320688,0.00283919,0.001382196,0.0004578857,0.002139986,0.001192069,0.00005061829,0.0004658648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01976856,"threshold_uncertainty_score":0.1045473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1309750923212411,"score_gpt":0.3965753395501163,"score_spread":0.2656002472288752,"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."}}