{"id":"W4402237444","doi":"10.1161/circulationaha.124.069903","title":"Risk of Stroke or Systemic Embolism According to Baseline Frequency and Duration of Subclinical Atrial Fibrillation: Insights From the ARTESiA Trial","year":2024,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Atrial fibrillation; Subclinical infection; Stroke (engine); Cardiology; Internal medicine; Embolism; Duration (music)","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":[0.004069827,0.0006462705,0.001234892,0.0003713835,0.0002997158,0.001344315,0.0005313013,0.0008837749,0.002159807],"category_scores_gemma":[0.009251556,0.0003354187,0.002405884,0.0008828604,0.0003463556,0.0005273361,0.0006484839,0.001516398,0.0003192291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649111,"about_ca_system_score_gemma":0.000321085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069142,"about_ca_topic_score_gemma":0.001983523,"domain_scores_codex":[0.9978392,0.00129106,0.0002205209,0.000308013,0.0001939267,0.0001473532],"domain_scores_gemma":[0.9919092,0.00347624,0.002669124,0.000888888,0.0003462132,0.0007102371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09302852,0.0005223743,0.865865,0.0007826485,0.01291453,0.0004455806,0.0002040088,0.001290875,0.0009266851,0.0005403254,0.005137754,0.01834181],"study_design_scores_gemma":[0.01246016,0.002491143,0.9696009,0.0001765743,0.008783558,0.000798655,0.0001368021,0.002017441,0.0002072426,0.001161284,0.002085481,0.00008071457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844983,0.007847891,0.0004696697,0.001002325,0.00008998046,0.00008053697,0.003673512,0.00002089481,0.002316773],"genre_scores_gemma":[0.9929825,0.001679622,0.0003715523,0.0003680766,0.0002864676,0.0001136823,0.003830337,0.00001234214,0.0003554942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004069827,"threshold_uncertainty_score":0.02152354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0591135332099747,"score_gpt":0.3378200853732704,"score_spread":0.2787065521632957,"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."}}