{"id":"W3163239576","doi":"10.1016/j.jacep.2020.11.025","title":"Symptoms in Atrial Fibrillation","year":2021,"lang":"en","type":"letter","venue":"JACC. Clinical electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Atrial fibrillation; Cardiology; Internal medicine; Medicine","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":[0.001271564,0.0007226518,0.00106626,0.001124477,0.003643535,0.002708825,0.0009826191,0.02690799,0.01428504],"category_scores_gemma":[0.01175776,0.0005375302,0.0009593269,0.0006803676,0.001509928,0.002418829,0.001303365,0.02037579,0.009618456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252266,"about_ca_system_score_gemma":0.002713717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009664537,"about_ca_topic_score_gemma":0.01812736,"domain_scores_codex":[0.9986808,0.0003230915,0.000193488,0.0002170342,0.0003726764,0.0002130295],"domain_scores_gemma":[0.996502,0.001462384,0.0002573796,0.00009709146,0.0006719588,0.001009034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004021493,0.00003671507,0.001597106,0.00005200101,0.0000113945,0.003026515,0.00007619963,0.00003296201,0.0001195765,0.001353213,0.9805714,0.01308276],"study_design_scores_gemma":[0.0004316866,0.0001880221,0.01624638,0.001877313,0.00009158066,0.02073897,0.0008085218,0.001030484,0.0002769223,0.01953507,0.9386678,0.0001072046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008388281,0.003339838,0.00005294023,0.9622071,0.01920228,0.00002080468,0.0001180342,0.0000286162,0.01419164],"genre_scores_gemma":[0.008430688,0.003553764,0.0001358606,0.877517,0.09802438,0.00005612028,0.00009571806,0.00003542186,0.01215094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02690799,"threshold_uncertainty_score":0.0477882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08102815529364733,"score_gpt":0.3955018851812661,"score_spread":0.3144737298876188,"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."}}