{"id":"W4380577581","doi":"10.1093/europace/euad145","title":"Leucocyte-derived micro-RNAs as candidate biomarkers in Brugada syndrome","year":2023,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fonds de Recherche du Québec - Santé; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval","keywords":"Brugada syndrome; Medicine; microRNA; Internal medicine; Biomarker; Sudden cardiac death; Cardiology; Oncology; Gene; Genetics; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001987182,0.0001818551,0.000359693,0.0002401009,0.00007564327,0.00001186243,0.0000809705,0.00008956235,0.0001403266],"category_scores_gemma":[0.0001539344,0.0001710015,0.000129229,0.0007898749,0.0001070682,0.00005123684,0.00007648695,0.0003044393,0.002553824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007660871,"about_ca_system_score_gemma":0.0001403552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000279701,"about_ca_topic_score_gemma":0.00002874367,"domain_scores_codex":[0.9986674,0.0001344955,0.000198395,0.0003682809,0.0001502974,0.0004810943],"domain_scores_gemma":[0.9993513,0.00009560237,0.00005091992,0.0003370923,0.00002989545,0.0001352433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006897623,0.00005051695,0.00416827,0.00008645219,0.0002525945,0.0319211,0.0003629721,0.00004317883,0.9459467,0.00005693629,0.01451813,0.001903396],"study_design_scores_gemma":[0.007823219,0.001540249,0.6764073,0.0004641992,0.0002336378,0.01402252,0.0005666364,0.0003423557,0.2068717,0.0004144292,0.09026169,0.001051986],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916975,0.0005714602,0.000005192877,0.002877667,0.0003400279,0.0002548746,0.000007571785,0.0002062549,0.004039402],"genre_scores_gemma":[0.9922136,0.0004514661,0.00005787842,0.0007612231,0.0001080015,0.00001450218,0.00005657406,0.00004563629,0.006291086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7390749,"threshold_uncertainty_score":0.9982228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008578324027867013,"score_gpt":0.2575305112369995,"score_spread":0.2489521872091325,"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."}}