{"id":"W4398784783","doi":"10.1093/europace/euae102.038","title":"Association of brain infarcts and cardiac autonomic dysfunction using entropy functions in patients with atrial fibrillation","year":2024,"lang":"en","type":"article","venue":"EP Europace","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Schweizerische Herzstiftung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Atrial fibrillation; Cardiology; Internal medicine; Cardiac dysfunction; Heart failure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004009243,0.00008158081,0.0002023653,0.0001305317,0.00003183649,0.00002520002,0.000009967515,0.00006006003,0.00003349679],"category_scores_gemma":[0.0002487387,0.00007318791,0.00005679449,0.0002017517,0.0000181908,0.0001363785,0.00001266548,0.0001196141,0.00001472237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003340786,"about_ca_system_score_gemma":0.0001692119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414881,"about_ca_topic_score_gemma":0.000009851247,"domain_scores_codex":[0.9992253,0.0001248247,0.0002175311,0.0001902431,0.0001216863,0.0001204479],"domain_scores_gemma":[0.9995137,0.0002239474,0.00006417884,0.0000980783,0.00005776756,0.00004233855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002533526,0.00002064325,0.9744468,0.00009574989,0.0001538829,0.000001448982,0.0003911169,0.002352986,0.01031864,0.00006104529,0.000204688,0.01169962],"study_design_scores_gemma":[0.00197441,0.0002803959,0.9448425,0.0001136256,0.000172823,8.380649e-7,0.00002547415,0.02636688,0.000111332,0.0000188387,0.02600278,0.00009009128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970379,0.0001706603,0.0003872445,0.001455857,0.0004255196,0.0003894237,0.00002540976,0.00003851312,0.00006940123],"genre_scores_gemma":[0.9989102,0.000007834999,0.0001328607,0.00002416309,0.000263752,8.76364e-7,0.00003761258,0.00001374695,0.0006089902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960432,"threshold_uncertainty_score":0.2984516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007000354314129206,"score_gpt":0.2257391246194212,"score_spread":0.218738770305292,"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."}}