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. 2021 Feb 23;23(2):e22841. doi: 10.2196/22841

Table 5.

Result of 3 latent classes’ conditional logit analysis.

Attributes and levels Class 1, n=174 (40.7%) Class 2, n=30 (7.0%) Class 3, n=224 (52.3%)
Coefficient SE P value Coefficient SE P value Coefficient SE P value
Diagnostic methods

Clinician 0.062 0.083 .046 −0.175 0.282 .54 −0.153 0.050 .003

AI + clinician 0.282 0.082 <.001 −0.085 0.287 .77 0.518 0.052 <.001

AI −0.344 0.085 <.001 0.260 0.286 .37 −0.365 0.051 <.001
Outpatient waiting time (min)

0 0.530 0.128 <.001 −0.385 0.476 .43 −0.028 0.077 .72

20 0.147 0.124 .24 −0.128 0.422 .76 0.351 0.079 <.001

40 −0.057 0.132 .67 0.819 0.365 .03 0.091 0.080 .25

60 −0.095 0.127 .45 −0.330 0.455 .48 −0.314 0.079 <.001

80 −0.526 0.122 <.001 0.023 0.414 .96 −0.100 0.079 .20
Diagnosis time (min)

0 −0.117 0.084 .17 0.317 0.280 .27 −0.021 0.051 .68

15 0.089 0.082 .28 −0.481 0.345 .17 0.018 0.051 .72

30 0.028 0.082 .73 0.164 0.280 .56 0.003 0.051 .95
Accuracy (%)

60 −2.337 0.166 <.001 −1.717 0.803 .04 −0.209 0.080 .01

70 −1.170 0.131 <.001 −0.693 0.555 .22 −0.129 0.078 .10

80 −0.050 0.112 .65 0.353 0.457 .45 0.034 0.078 .67

90 1.036 0.122 <.001 0.577 0.406 .17 0.135 0.079 .09

100 2.522 0.169 <.001 1.480 0.370 <.001 0.170 0.079 .03
Follow-up after diagnosis

Yes 0.603 0.059 .003 0.250 0.207 .24 0.066 0.031 .04

No −0.603 0.059 .03 −0.250 0.207 .24 −0.066 0.031 .035
Diagnostic expenses (¥)a

0 0.424 0.140 .003 0.313 0.492 .53 0.398 0.090 <.001

50 0.324 0.143 .03 1.831 0.412 <.001 0.131 0.088 .14

100 0.289 0.142 .04 −0.228 0.506 .66 0.236 0.090 .009

150 0.144 0.149 .33 0.284 0.460 .54 −0.102 0.089 .25

200 −0.361 0.146 .01 −2.106 0.983 .04 −0.123 0.089 .17

250 −0.819 0.144 <.001 −0.093 0.533 .86 −0.538 0.091 <.001

aA currency exchange rate of ¥1=US $0.15 is applicable.