Summary of the ESC/EACTS 2014 Guidelines on myocardial revascularization. Prepared by the Czech Society of Cardiology
Bibliographic record
Abstract
Tel.: +420 532232205; fax: +420 532232161. E-mail address: pkala@fnbrno.cz (P. Kala). Abbreviations: ACCF/AHA, American College of Cardiology Foundation/American Heart Association; ACS, acute coronary syndromes; AF, atrial fibrillation; ASA, acetylsalicylic acid; BMS, bare-metal stent; CABG, coronary artery bypass grafting; CAD, coronary artery disease; CARDIA, Coronary Artery Revascularization in Diabetes; CAS, carotid artery stenting; CCS, Canadian Cardiovascular Society; CEA, carotid endarterectomy; CKD, chronic kidney disease; COURAGE, Clinical Outcomes Utilizing Revascularization and Aggressive Drug Evaluation; CTO, chronic total occlusion; CURRENT-OASIS 7, Clopidogrel and Aspirin Optimal Dose Usage to Reduce Recurrent Events – Seventh Organization to Assess Strategies in Ischemic Syndromes 7; DES, drug-eluting stent; DTB, door-to-balloon time; EACTS, European Association for Cardio-Thoracic Surgery; EAPCI, European Association of Percutaneous Cardiovascular Interventions; ESC, European Society of Cardiology; FAME, Fractional Flow Reserve vs. Angiography for Multivessel Evaluation; FFR, fractional flow reserve; FINESSE, Facilitated Intervention with Enhanced Reperfusion Speed to Stop Events; FREEDOM, Future Revascularization Evaluation in Patients with Diabetes Mellitus; GFR, glomerular filtration rate; GPI/IIb/IIIa, glycoprotein IIb/IIIa inhibitors; HR, hazard ratio; IABP, intra-aortic balloon pump; IABP-SHOCK, Intraaortic Balloon Pump in Cardiogenic Shock; ICD, implantable cardioverter defibrillator; IMA, internal mammary artery; INR, international normalized ratio; IVUS, intravascular ultrasound imaging; LAA, left atrial appendage; LAD, left anterior descending; LM, left main; LMWH, low-molecular-weight heparin; LoE, level of evidence; LV, left ventricle/left ventricular; LVEF, left ventricular ejection fraction; MACCE, major adverse cardiac and cerebrovascular event; MACE, major adverse cardiac event; MI, myocardial infarction; NOAC, non-vitamin K antagonist oral anticoagulant; NSTE-ACS, non-ST-segment elevation acute coronary syndrome; On-TIME-2, Continuing TIrofiban in Myocardial infarction Evaluation; OR, odds ratio; PAD, peripheral artery disease; PCI, percutaneous coronary intervention; PLATO, Study of Platelet Inhibition and Patient Outcomes; PRAMI, Preventive Angioplasty in Acute Myocardial Infarction; PRECOMBAT, Premier of Randomized Comparison of; RCT, randomized clinical trial; RRR, relative risk reduction; SCAD, stable coronary artery disease; SHOCK, Should We Emergently Revascularize Occluded Coronaries for Cardiogenic Shock; STEMI, ST-segment elevation myocardial infarction; STICH, Surgical Treatment for Ischemic Heart Failure; SVG, saphenous vein graft; SVR, surgical ventricular reconstruction; SYNTAX, Synergy between Percutaneous Coronary Intervention with TAXUS and Cardiac Surgery; TAVI, transcatheter aortic valve implantation; TIA, transient ischaemic attack; TIMACS, Timing of Intervention in Patients with Acute Coronary Syndromes; TIMI, Thrombolysis in Myocardial Infarction; TRITON TIMI-38, TRial to Assess Improvement in Therapeutic Outcomes by Optimizing Platelet InhibitioN with Prasugrel–Thrombolysis In Myocardial Infarction 38; TVR, target vessel revascularization; UFH, unfractionated heparin; VD, vessel disease. Available online at www.sciencedirect.com
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".