{"id":"W4396498300","doi":"10.1093/eurheartj/ehae150","title":"Embolic strokes of undetermined source: a clinical consensus statement of the ESC Council on Stroke, the European Association of Cardiovascular Imaging and the European Heart Rhythm Association of the ESC","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; National Institutes of Health; Servier; Sphingotec GmbH; Vifor Pharma; Arcadia Fund; Deutsche Herzstiftung; Shionogi; Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares; Novo Nordisk; Daiichi-Sankyo; Bundesministerium für Bildung und Forschung; Genentech; University of Oxford; Semmelweis Egyetem; University of Hertfordshire; Deutsches Zentrum für Herz-Kreislaufforschung; Imperial College London; Universidad de Murcia; Royal College of Surgeons of England; Università degli Studi di Milano; University Hospitals of Leicester NHS Trust; European Commission; Sanofi; Boston Scientific Corporation; Amgen; Uniwersytet Śląski w Katowicach; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Embolic stroke; Stroke (engine); Etiology; Neurology; Intensive care medicine; Medical diagnosis; Vascular Medicine; Internal medicine; Cardiology; Pathology; Ischemic stroke; Ischemia","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":[0.03732951,0.001453914,0.003610304,0.006314242,0.002145741,0.004542945,0.005331874,0.008564984,0.002652666],"category_scores_gemma":[0.0415177,0.001012184,0.004400238,0.004167669,0.00240463,0.002841946,0.004781892,0.009472658,0.004093964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342853,"about_ca_system_score_gemma":0.0201221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009342764,"about_ca_topic_score_gemma":0.01330552,"domain_scores_codex":[0.9762676,0.006921519,0.009084596,0.0008982247,0.005692379,0.001135573],"domain_scores_gemma":[0.9422104,0.0124036,0.005818962,0.00128443,0.03459405,0.003688529],"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":[0.0002541225,0.0002419696,0.008144358,0.01278401,0.0005022956,0.001423477,0.00112501,0.001091187,0.001517781,0.00673855,0.658132,0.3080453],"study_design_scores_gemma":[0.0003397488,0.0001731693,0.0189044,0.04685525,0.0007138973,0.003379948,0.00218962,0.001259519,0.000957197,0.01434022,0.9106499,0.0002372349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008725866,0.3672448,0.03829774,0.4638098,0.05403591,0.008546665,0.006396778,0.0008516788,0.05209091],"genre_scores_gemma":[0.08718068,0.4810484,0.1863358,0.1354667,0.02681679,0.01485951,0.03444105,0.0008979497,0.03295315],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03732951,"threshold_uncertainty_score":0.1974197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270756927535402,"score_gpt":0.2807898289334715,"score_spread":0.2480822596581175,"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."}}