Table 4.
The estimated coefficients, odds ratio, and P value of each feature in the logistic regression model, with using the chatbot for nontherapeutic purposes as the dependent variable.a
| Feature | Estimated coefficients (SE) | Odds ratio (95% CI) | P value |
| Gender | 6.28e–02 (2.98e–02) | 1.0648 (1.0335-1.0970) | .09 |
| Age | –1.66e–02 (1.05e–02) | 0.9835 (0.9733-0.9939) | .11 |
| Duration of consultation | –3.31e–03 (1.81e–03) | 0.9967 (0.9949-0.9985) | .07 |
| Number of conversation rounds | –4.60e–02 (3.17e–02) | 0.9550 (0.9252-0.9858) | .15 |
| Average duration of each round | –3.89e–02 (2.20e–02) | 0.9618 (0.9409-0.9892) | .03* |
| SD of time spent in each round | –2.31e–02 (1.22e–02) | 0.9772 (0.9653-0.9892) | .05* |
| Rounds of continuous repetition of the same response (unclear or unknown) | 4.56e–01 (6.24e–02) | 1.5778 (1.4823-1.6793) | <.001** |
aMcFadden pseudo R2=0.2478434.
*P<.05.
**P<.001.