{"id":"W3217544965","doi":"10.1161/circ.144.suppl_1.11042","title":"Abstract 11042: New-Onset Atrial Fibrillation After Transcatheter Aortic Valve Replacement: A Systematic Review and Meta-Analysis","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":"Population Health Research Institute; McMaster University","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Population; Cardiology; Valve replacement; Stenosis","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":[0.01166914,0.00297306,0.02079883,0.007468374,0.0006716045,0.003870323,0.002299578,0.002649684,0.006302555],"category_scores_gemma":[0.02999422,0.001462084,0.03837423,0.008217831,0.0006759153,0.002321011,0.00163938,0.002483933,0.0005386157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00286009,"about_ca_system_score_gemma":0.003914199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006779293,"about_ca_topic_score_gemma":0.01511358,"domain_scores_codex":[0.9913537,0.003906614,0.00273708,0.0007387137,0.0009608872,0.0003028827],"domain_scores_gemma":[0.9857438,0.01000618,0.002517445,0.0003553703,0.001180218,0.0001969633],"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":[0.0009837525,0.00002195596,0.001561358,0.541524,0.4461218,0.0001219205,0.00007212628,0.0003258114,0.0001394363,0.0001188936,0.0007333336,0.008275535],"study_design_scores_gemma":[0.0005241808,0.0001340946,0.002035558,0.04897236,0.9457723,0.0001023033,0.00004364092,0.0001602327,0.00008583297,0.0002088228,0.001936779,0.00002385824],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002301438,0.9955622,0.000510135,0.0001988449,0.0001730091,0.0003937642,0.0005402993,0.00002975351,0.0002906271],"genre_scores_gemma":[0.09822204,0.8938611,0.002731717,0.00115524,0.0003352843,0.002063,0.00100798,0.00004055538,0.0005831126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02079883,"threshold_uncertainty_score":0.0617131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360547884895086,"score_gpt":0.384247142600547,"score_spread":0.2481923541110384,"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."}}