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. 2022 Mar 9;5(3):e2143414. doi: 10.1001/jamanetworkopen.2021.43414

Table 2. Effects of Low-Dose Aspirin on hCG-Detected Pregnancy Among Women With Adherence to the Assigned Treatmenta.

Method Machine learning Risk difference estimate (SE) [95% CI] Risk ratio estimate (SE) [95% CI]
Intention-to-treat analysis No 0.04 (0.03) [−0.01 to 0.10] 1.07 (0.04) [0.98 to 1.16]
Per-protocol analysis adjusted for baseline covariates
AIPW Yes 0.08 (0.03) [0.03 to 0.14] 1.11 (0.04) [1.03 to 1.19]
TMLE Yes 0.08 (0.03) [0.03 to 0.13] 1.10 (0.03) [1.04 to 1.17]
g-Computation No 0.07 (0.03) [0.02 to 0.13] 1.10 (0.03) [1.02 to 1.17]
IPW No 0.07 (0.03) [0.02 to 0.13] 1.10 (0.04) [1.02 to 1.18]
Unadjusted per-protocol analysis No 0.08 (0.03) [0.03 to 0.14] 1.11 (0.04) [1.04 to 1.20]

Abbreviations: AIPW, augmented inverse probability weighting; hCG, human chorionic gonadotropin; IPW, inverse probability weighting; TMLE, targeted maximum likelihood estimation.

a

Assigned treatment was taking 5 of 7 pills (70%) per week during at least 80% of person-weeks of follow-up.