AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
AI vs academia: Experimental study on AI text detectors' accuracy in behavioral health academic writing
Account Res. 2024 Mar 22:1-17. doi: 10.1080/08989621.2024.2331757. Online ahead of print.ABSTRACTArtificial Intelligence (AI) language models continue to expand in both access and capability. As these models have evolved, the number of academic journals in medicine and healthcare which have explored policies regarding AI-generated text has increased. The implementation of such policies requires accurate AI detection tools. Inaccurate detectors risk unnecessary penalties for human authors and/or may compromise the effective enforcement of guidelines against AI-generated content. Yet, the accuracy of AI text detection tools ...
Source: Accountability in Research - March 22, 2024 Category: Medical Ethics Authors: Andrey A Popkov Tyson S Barrett Source Type: research
Fabrication in a study about honesty: A lost episode of columbo illustrating how forensic statistics is performed
Account Res. 2024 Mar 17:1-17. doi: 10.1080/08989621.2024.2329265. Online ahead of print.ABSTRACTThe three steps of a typical forensic statistical analysis are (1) verify that the raw data file is correct; (2) verify that the statistical analysis file derived from the raw data file is correct; and (3) verify that the statistical analyses are appropriate. We illustrate applying these three steps to a manuscript which was subsequently retracted, focusing on step 1. In the absence of an external source for comparison, criteria for assessing the raw data file were internal consistency and plausibility. A forensic statistical a...
Source: Accountability in Research - March 17, 2024 Category: Medical Ethics Authors: Greg Samsa Source Type: research
Fabrication in a study about honesty: A lost episode of columbo illustrating how forensic statistics is performed
Account Res. 2024 Mar 17:1-17. doi: 10.1080/08989621.2024.2329265. Online ahead of print.ABSTRACTThe three steps of a typical forensic statistical analysis are (1) verify that the raw data file is correct; (2) verify that the statistical analysis file derived from the raw data file is correct; and (3) verify that the statistical analyses are appropriate. We illustrate applying these three steps to a manuscript which was subsequently retracted, focusing on step 1. In the absence of an external source for comparison, criteria for assessing the raw data file were internal consistency and plausibility. A forensic statistical a...
Source: Accountability in Research - March 17, 2024 Category: Medical Ethics Authors: Greg Samsa Source Type: research
Fabrication in a study about honesty: A lost episode of columbo illustrating how forensic statistics is performed
Account Res. 2024 Mar 17:1-17. doi: 10.1080/08989621.2024.2329265. Online ahead of print.ABSTRACTThe three steps of a typical forensic statistical analysis are (1) verify that the raw data file is correct; (2) verify that the statistical analysis file derived from the raw data file is correct; and (3) verify that the statistical analyses are appropriate. We illustrate applying these three steps to a manuscript which was subsequently retracted, focusing on step 1. In the absence of an external source for comparison, criteria for assessing the raw data file were internal consistency and plausibility. A forensic statistical a...
Source: Accountability in Research - March 17, 2024 Category: Medical Ethics Authors: Greg Samsa Source Type: research
Fabrication in a study about honesty: A lost episode of columbo illustrating how forensic statistics is performed
Account Res. 2024 Mar 17:1-17. doi: 10.1080/08989621.2024.2329265. Online ahead of print.ABSTRACTThe three steps of a typical forensic statistical analysis are (1) verify that the raw data file is correct; (2) verify that the statistical analysis file derived from the raw data file is correct; and (3) verify that the statistical analyses are appropriate. We illustrate applying these three steps to a manuscript which was subsequently retracted, focusing on step 1. In the absence of an external source for comparison, criteria for assessing the raw data file were internal consistency and plausibility. A forensic statistical a...
Source: Accountability in Research - March 17, 2024 Category: Medical Ethics Authors: Greg Samsa Source Type: research
