{"id":"W4392906461","doi":"10.1016/s1474-4422(24)00088-7","title":"Detection of atrial fibrillation in patients after stroke – Authors' reply","year":2024,"lang":"en","type":"letter","venue":"The Lancet Neurology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute; BC Innovation Council; University of British Columbia; Lawson Health Research Institute; Western University","funders":"Schulich School of Medicine and Dentistry; Robarts Research Institute; Institut de Cardiologie de Montréal; Schulich School of Medicine and Dentistry, Western University; Université de Montréal; Lawson Health Research Institute","keywords":"Atrial fibrillation; Medicine; Stroke (engine); Cardiology; Internal medicine; Physical medicine and rehabilitation; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002878501,0.0001818513,0.0006133071,0.0002795195,0.00001898735,0.00001300921,0.00009659606,0.000413498,0.00006533],"category_scores_gemma":[0.0001732384,0.0001271269,0.0002710971,0.0001979787,0.00005920592,0.000034941,0.00009308513,0.000976216,0.00007401554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002421741,"about_ca_system_score_gemma":0.00002100881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003063181,"about_ca_topic_score_gemma":0.00001232087,"domain_scores_codex":[0.9984573,0.0002465473,0.0004501041,0.000318545,0.0002761261,0.0002514467],"domain_scores_gemma":[0.9990571,0.0002259359,0.0002123696,0.0004438605,0.00004514525,0.00001560223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007428495,0.000002120959,0.6877323,0.0005474752,0.0002669089,0.0001538406,0.0001479502,0.0001389884,0.00004940259,0.00002655643,0.2968094,0.006696447],"study_design_scores_gemma":[0.001203635,0.0003906522,0.2766984,0.00002419491,0.0002202823,0.00000354589,6.521086e-7,0.0001614611,0.00001680531,0.0002171059,0.7209835,0.00007981918],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3620733,0.0002540966,0.00001000963,0.633584,0.002874264,0.0007165954,0.00003217546,0.00006609451,0.0003894403],"genre_scores_gemma":[0.7047478,0.0001087223,0.00001619484,0.2581206,0.03345615,0.000004251842,0.0001600743,0.00005946635,0.003326754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.424174,"threshold_uncertainty_score":0.5184084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741750231584929,"score_gpt":0.2971631177710625,"score_spread":0.2597456154552132,"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."}}