{"id":"W4411314349","doi":"10.1093/eurheartj/ehaf348","title":"A Vienna Symphony of Advances in Arrhythmia Care: insights from the European Heart Rhythm Association 2025","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Symphony; Rhythm; Heart Rhythm; Association (psychology); Cardiology; Internal medicine; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01587141,0.0004187709,0.0003997878,0.001757177,0.002914785,0.009962097,0.0007571281,0.004041115,0.006148407],"category_scores_gemma":[0.01653975,0.0002618468,0.0006200023,0.001443172,0.002567823,0.008228872,0.006441236,0.008702001,0.001262102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003474909,"about_ca_system_score_gemma":0.00694128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984145,"about_ca_topic_score_gemma":0.008101935,"domain_scores_codex":[0.9936013,0.003699817,0.0003165509,0.0002809639,0.001144143,0.0009571553],"domain_scores_gemma":[0.9868675,0.006386977,0.0005502867,0.0003072871,0.001497012,0.004390846],"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":[0.0001281858,0.0001995596,0.005140985,0.0008589379,0.00004717851,0.001153018,0.03924033,0.0001861423,0.0005599534,0.0760227,0.556702,0.319761],"study_design_scores_gemma":[0.00001263407,0.00006990876,0.006610521,0.003033566,0.00001493763,0.0007249592,0.01997107,0.000120086,0.000104669,0.01005935,0.9592393,0.00003917818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.020584,0.136856,0.002480073,0.7271214,0.02274458,0.00004290486,0.0002926514,0.00009675281,0.08978161],"genre_scores_gemma":[0.4304961,0.206695,0.006190494,0.2899046,0.02507719,0.0001861682,0.0008829642,0.0003075477,0.04026004],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01587141,"threshold_uncertainty_score":0.08393711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131807433352551,"score_gpt":0.2872876036513419,"score_spread":0.2741068603160868,"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."}}