Table 4. Univariable and multivariable analysis of the study-level data to identify factors related to high and low CLAIM adherence.
|
Variable |
Category1 |
Univariable analysis |
Multivariable analysis |
||||||
|
CLAIM score |
CLAIM compliance |
CLAIM score |
CLAIM compliance |
||||||
|
Estimate |
P |
Estimate |
P |
Estimate |
P |
Estimate |
P |
||
|
Publication year |
- |
0.069 |
0.028 |
0.092 |
0.010 |
0.110 |
0.007 |
0.095 |
0.028 |
|
Radiology subfield |
Dental |
−2.590 |
0.026 |
−16.748 |
0.986 |
−2.672 |
0.025 |
−16.669 |
0.986 |
|
Cardiovascular |
14.585 |
0.977 |
16.384 |
0.985 |
15.722 |
0.984 |
16.998 |
0.982 |
|
|
Genitourinary |
0.272 |
0.760 |
1.070 |
0.221 |
0.542 |
0.639 |
0.643 |
0.474 |
|
|
Neuro |
−0.598 |
0.149 |
−0.418 |
0.265 |
−0.336 |
0.483 |
−0.025 |
0.953 |
|
|
Chest |
−1.613 |
0.001 |
0.274 |
0.548 |
−1.963 |
<0.001 |
−0.079 |
0.876 |
|
|
Pediatric |
−1.466 |
0.014 |
−1.345 |
0.030 |
−1.241 |
0.059 |
−1.106 |
0.091 |
|
|
Musculoskeletal |
−0.267 |
0.565 |
−0.155 |
0.713 |
−0.361 |
0.487 |
−0.075 |
0.869 |
|
|
Publication type |
|
0.387 |
0.700 |
1.014 |
0.382 |
- |
- |
- |
- |
|
Preprint |
−0.916 |
0.430 |
1.686 |
0.188 |
- |
- |
- |
- |
|
|
Scope of journals |
Radiology or imaging-related |
0.314 |
0.123 |
0.278 |
0.163 |
- |
- |
- |
- |
|
Focus of journals |
AI-focused |
0.256 |
0.652 |
−0.534 |
0.346 |
- |
- |
- |
- |
|
h5 index of journal |
- |
0.005 |
0.013 |
0.004 |
0.027 |
0.003 |
0.246 |
0.001 |
0.771 |
|
Impact factor quartile of journal |
Q1 |
1.387 |
<0.001 |
0.750 |
0.040 |
1.754 |
0.018 |
2.577 |
0.017 |
|
Q2 |
1.154 |
0.004 |
0.289 |
0.456 |
1.414 |
0.053 |
2.152 |
0.046 |
|
|
Q3 |
0.386 |
0.454 |
−0.302 |
0.565 |
0.836 |
0.296 |
1.547 |
0.173 |
|
|
Q4 |
0.128 |
0.836 |
−1.044 |
0.148 |
0.277 |
0.764 |
1.165 |
0.350 |
|
P values achieving statistical significance are in bold. CLAIM, Checklist for Artificial Intelligence in Medical Imaging; AI, artificial intelligence.
1Reference categories not shown.