{"id":"W3049629988","doi":"10.1016/j.cjca.2020.08.003","title":"Arterial Stiffness Association With Symptom Burden in Patients With Atrial Fibrillation: Direct Cause or Marker of Concomitant Risk Factors?","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute; University of British Columbia","funders":"","keywords":"Medicine; Atrial fibrillation; Asymptomatic; Internal medicine; Arterial stiffness; Cardiology; Pulse wave velocity; Cohort; Stroke (engine); Heart failure; Concomitant; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001520576,0.0002856029,0.001561238,0.001020535,0.001481492,0.001743959,0.0009905966,0.008726076,0.004129424],"category_scores_gemma":[0.01827838,0.0004578671,0.0008843822,0.001552299,0.0008560511,0.001128721,0.0004133449,0.006543095,0.0009332933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001665467,"about_ca_system_score_gemma":0.004261528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0351428,"about_ca_topic_score_gemma":0.07764086,"domain_scores_codex":[0.9983165,0.000358579,0.0003613446,0.0002016066,0.000508107,0.0002539763],"domain_scores_gemma":[0.9904727,0.004868319,0.001136176,0.0003316916,0.001772063,0.001419037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009596919,0.0003569315,0.7431229,0.0004018191,0.0003509736,0.016418,0.0005823655,0.0001832044,0.0005159795,0.001974126,0.196446,0.03868806],"study_design_scores_gemma":[0.00105785,0.0004596889,0.870211,0.001483506,0.0008736409,0.03520056,0.002032256,0.003681303,0.0002924307,0.009606939,0.07486247,0.0002383103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1136738,0.01995768,0.0004854836,0.8228949,0.01549183,0.00005573265,0.001738587,0.00008085007,0.02562118],"genre_scores_gemma":[0.6442142,0.01056713,0.001717777,0.1976312,0.1375,0.0001353934,0.0009436362,0.00003593396,0.007254708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0351428,"threshold_uncertainty_score":0.06987649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300670845104378,"score_gpt":0.2467203358275188,"score_spread":0.223713627376475,"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."}}