{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0205491,0.0002162717,0.0006421934,0.0000628249,0.000247699,0.00008433134,0.000263884,0.0000273119,0.00002070862],"category_scores_gemma":[0.001882344,0.0001042894,0.001583852,0.0002198167,0.0003811941,0.00005399039,0.0002035806,0.0007104381,0.000009913159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002233659,"about_ca_system_score_gemma":0.0003371929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003200833,"about_ca_topic_score_gemma":0.000006992305,"domain_scores_codex":[0.9863494,0.01005614,0.001214193,0.0002542331,0.001848036,0.0002780063],"domain_scores_gemma":[0.9969072,0.0008831936,0.0008019807,0.0007115109,0.0005940696,0.0001020067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005857449,0.0007296907,0.9013137,0.0007049104,0.009958341,0.0000681337,0.006991298,0.002037239,0.004599818,0.0001986431,0.0475873,0.0252252],"study_design_scores_gemma":[0.004199677,0.0002170091,0.9402359,0.0009404838,0.001980529,0.0003267465,0.001236789,0.0003816959,0.0005904255,0.00001969352,0.04973627,0.0001348434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817495,0.002455879,0.00004668456,0.004326625,0.0006895376,0.000611459,0.00008371313,0.00002365838,0.01001292],"genre_scores_gemma":[0.9974374,0.0004977817,0.00002056945,0.0003779539,0.0006480491,0.00000121672,0.000002301495,0.00005965771,0.0009551273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03892216,"threshold_uncertainty_score":0.7121948,"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."}}