Analyzer · Sparsifire

Analyze how specific documents activate the features of the SAE. Select a dataset, a run and a document to begin.

Dataset

SAE Model

Document

Active Features

1535

MIN ACTIVATION

0.0

Details List

#2133 Feature 2133

#335 Feature 335

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#273 Feature 273

#447 Feature 447

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#1298 Feature 1298

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#2413 Feature 2413

#1231 Feature 1231

#2958 Feature 2958

#3064 Surgical Complications and Physiological Stress

#455 Feature 455

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#2211 Feature 2211

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#1123 Feature 1123

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#1194 Feature 1194

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#2972 Sensory-Motor Integration

#207 Feature 207

#1523 Feature 1523

#1739 Feature 1739

#285 Feature 285

#2233 Feature 2233

#1780 Feature 1780

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#1632 Feature 1632

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#1110 Feature 1110

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#781 Feature 781

#1120 Feature 1120

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#1453 Feature 1453

#2703 Feature 2703

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#2611 Feature 2611

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#913 Feature 913

#1282 Feature 1282

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#2217 Feature 2217

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#270 Feature 270

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#1900 Feature 1900

#1622 Feature 1622

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#2712 Feature 2712

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#474 Surgical Procedures & Gastrointestinal Issues

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#1323 Feature 1323

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#2933 Feature 2933

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#2161 Medical/Scientific Discourse with Ethical/Social Implications

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#3011 Feature 3011

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#2144 Feature 2144

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#1506 Justification/Rationale for Actions

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#2301 Feature 2301

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#1360 Feature 1360

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Document Content

Off-pump coronary artery bypass is associated with improved risk-adjusted outcomes.
The impact of off-pump median sternotomy coronary artery bypass grafting procedures on risk-adjusted mortality and morbidity was evaluated versus on-pump procedures. Using the Department of Veterans Affairs Continuous Improvement in Cardiac Surgery Program records from October 1997 through March 1999, nine centers were designated as having experience (with at least 8% coronary artery bypass grafting procedures performed off-pump). Using all other 34 Veterans Affairs cardiac surgery programs, baseline logistic regression models were built to predict risk of 30-day operative mortality and morbidity. These models were then used to predict outcomes for patients at the nine study centers. A final model evaluated the impact of the off-pump approach within these nine centers adjusting for preoperative risk. Patients treated off-pump (n = 680) versus on-pump (n = 1,733) had lower complication rates (8.8% versus 14.0%) and lower mortality (2.7% versus 4.0%). Risk-adjusted morbidity and mortality were also improved for these patients (0.52 and 0.56 multivariable odds ratios for off-pump versus on-pump, respectively, p < 0.05). An off-pump approach for coronary artery bypass grafting procedures is associated with lower risk-adjusted morbidity and mortality.

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