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. 2026 Sep 22;5:e84469. doi: 10.2196/84469

Table 2.

Subset of reported clinical evidence stratified by modality (chief complaints, symptoms reported during interview, and risk factors)a.

Clinical evidence items Total occurrencesb in conversational triage (n=16,357), n (%) Total occurrences in traditional triage (n=100,533), n (%) Between-group difference, absolute difference (relative difference)c P valued Cramér V effect size
Fatigue 7868 (48.1) 48,439 (48.2) −0.1 (−0.2) .86 0.001
Nausea 4658 (28.5) 31,329 (31.2) −2.7 (−8.6) <.001 0.020
Headache 4465 (27.3) 31,309 (31.1) −3.8 (−12.3) <.001 0.029
Abdominal pain and tenderness 4199 (25.7) 30,044 (29.9) −4.2 (−14.1) <.001 0.032
Diminished appetite 3302 (20.2) 21,625 (21.5) −1.3 (−6.2) <.001 0.011
Anxiety states 2533 (15.5) 13,592 (13.5) 2.0 (14.5) <.001 0.020
Dizziness 2385 (14.6) 16,186 (16.1) −1.5 (−9.4) <.001 0.014
Bloating 2257 (13.8) 14,753 (14.7) −0.9 (−6) .007 0.009
Dermatological changes 2188 (13.4) 10,661 (10.6) 2.8 (26.1) <.001 0.031
History of a stressful situation 2179 (13.3) 963 (1) 12.4 (1290.7) <.001 0.265
Reduced mobility of body parts 2169 (13.3) 17,658 (17.6) −4.3 (−24.5) <.001 0.040
Sleep disturbances 2030 (12.4) 9979 (9.9) 2.5 (25) <.001 0.028
Joint pain 1992 (12.2) 13,173 (13.1) −0.9 (−7.1) .002 0.010
Fever 1932 (11.8) 12,119 (12.1) −0.2 (−2) .41 0.003
Overweight and obesity 1879 (11.5) 27,729 (27.6) −16.1 (−58.4) <.001 0.128
Trauma or stressor-related disturbance 1702 (10.4) 1728 (1.7) 8.7 (505.2) <.001 0.178
Depressive symptoms 1390 (8.5) 6212 (6.2) 2.3 (37.5) <.001 0.033
Suicidal thoughts or intent 373 (2.3) 2515 (2.5) −0.22 (−8.8) .12 0.005

aCounts are poststratification weighted frequencies rounded to the nearest integer; percentages are weighted proportions of the weighted group totals, which are calibrated to equal the unweighted sample sizes.

bTotal occurrences refers to the number of encounters in which the item was recorded at any point in the encounter—as a chief complaint, as evidence elicited during the interview, or as a risk factor—divided by the total encounters in that modality. These differ from the chief complaint frequencies reported in the text, which count only items reported as the initial (chief) complaint.

cAbsolute differences are expressed in percentage points, while relative differences are expressed in percentages.

dP values were calculated using the Rao-Scott chi-square test and adjusted for multiple comparisons using the Benjamini-Hochberg false discovery rate procedure.