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

1539

MIN ACTIVATION

0.0

Details List

#942 Feature 942

#1559 Feature 1559

#1060 Feature 1060

#2741 Feature 2741

#2120 Feature 2120

#195 Feature 195

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#1299 Feature #1299

#1443 Feature 1443

#2768 Feature 2768

#1283 Feature 1283

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#214 Feature 214

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#993 Feature 993

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#1284 Feature 1284

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#2125 Feature 2125

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#1733 Feature 1733

#1292 Feature 1292

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#590 Feature 590

#1603 Feature 1603

#2476 Feature 2476

#2700 Feature 2700

#789 Feature 789

#1705 Feature 1705

#346 Feature 346

#1682 Feature 1682

#1506 Justification/Rationale for Actions

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#2227 Feature 2227

#1199 Feature 1199

#1173 Feature 1173

#1287 Feature 1287

#732 Feature 732

#2522 Feature 2522

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#3011 Feature 3011

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#2339 Feature 2339

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#2195 Feature 2195

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#2926 Feature 2926

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#2112 Feature 2112

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#671 Feature 671

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#2579 Feature 2579

#2308 Feature 2308

#2068 Feature 2068

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#2117 Feature 2117

#2972 Sensory-Motor Integration

#2444 Feature 2444

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#1019 Feature 1019

#840 Feature 840

#1373 Feature 1373

#1470 Feature 1470

#2508 Feature 2508

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#3017 Feature 3017

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#23 Neuronal Circuitry and Cellular Processes

#2314 Feature 2314

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#2232 Medical Case Reports & Cancer Research

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#2290 Feature 2290

#2726 Feature 2726

#1658 Feature 1658

#2778 Hippocampal Memory and Cognitive Function

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#2459 Feature 2459

#2744 Feature 2744

#449 Feature 449

#1650 Feature 1650

#760 Feature 760

#1153 Feature 1153

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Document Content

Assessment of competency in clinical measurement: comparison of two forms of sequential test and sensitivity of test error rates to parameter choice.
To assess clinical measurement competency by two sequential test formulations [resetting sequential probability ratio test (R-SPRT) and learning curve cumulative summation (LC-CUSUM)]. Numerical simulation and retrospective observational study. Obstetric ultrasound department. Cohorts of 10,000 simulated trainees and 62 obstetric sonographers training in nuchal translucency (NT) measurement at the 11-14-week pregnancy scan with limited case availability. Application of LC-CUSUM and R-SPRT to clinical measurement training. Proportions of real trainees achieving competency by LC-CUSUM and R-SPRT, proportions of simulated competent trainees not achieving competency (Type I error), proportions of simulated incompetent trainees achieving competency (Type II error), distribution of case number required to achieve competency (run length) and frequency of resets. For simulated cohorts, significant differences in run-length distribution and true test error rates were found between the R-SPRT and LC-CUSUM tests with equivalent parameters. Increasing the cases available to each trainee reduced the Type I error rate but increased the Type II error rate for both sequential tests for all choices of unacceptable failure rate. Discontinuities in the proportion of trainees expected to be test competent were found at critical values of unacceptable failure rate. With equivalent parameters, the R-SPRT and LC-CUSUM formulations of sequential tests produced different outcomes, demonstrating that the choice of test method, as well as the choice of parameters, is important in designing a training scheme. The R-SPRT detects incompetence as well as competence and may indicate need for further training. Simulations are valuable in estimating the proportions of trainees expected to be assessed as competent.

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