{"id":"W3216405466","doi":"10.1111/pace.14418","title":"Electrocardiographic predictors of atrial fibrillation in patients with cryptogenic stroke","year":2021,"lang":"en","type":"article","venue":"Pacing and Clinical Electrophysiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Cardiology; Stroke (engine); Implantable loop recorder","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":[0.0002831179,0.0002865703,0.0003593459,0.0007046662,0.0003476564,0.0005327574,0.0002045194,0.0004226332,0.001344504],"category_scores_gemma":[0.00265591,0.0001614611,0.0002648639,0.0008023897,0.000212797,0.0004106488,0.0002461925,0.0005848907,0.0002337034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256796,"about_ca_system_score_gemma":0.0002902024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001453007,"about_ca_topic_score_gemma":0.002127011,"domain_scores_codex":[0.999801,0.0000309047,0.00003180318,0.00004007513,0.00005445079,0.00004175094],"domain_scores_gemma":[0.9980039,0.0003475428,0.00105211,0.00005579372,0.0001384643,0.0004022454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006487931,0.00001020345,0.9992706,0.000002246067,0.000006131889,0.0001051827,0.000009401284,0.0000129147,0.00004331752,0.000002272723,0.00002241983,0.0004503837],"study_design_scores_gemma":[0.000007883115,0.00009818581,0.9987994,0.000004570118,0.00001303927,0.0008284459,0.00004500155,0.000113302,0.00002895599,0.00001295146,0.00004613688,0.000002074832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991727,0.0002766159,0.00004057254,0.00005209498,0.000006994323,0.000005055967,0.000090514,0.000002780552,0.00035244],"genre_scores_gemma":[0.9997019,0.00008554702,0.00004171154,0.00001736664,0.00001765713,0.000002783185,0.00009890183,8.577274e-7,0.00003327834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001453007,"threshold_uncertainty_score":0.004497826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0178116273961657,"score_gpt":0.3028567981097973,"score_spread":0.2850451707136316,"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."}}