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Table 1 Criteria for classification of the credibility of the evidence (adapted from reference [31])

From: The association of depression and all-cause and cause-specific mortality: an umbrella review of systematic reviews and meta-analyses

Classification

Criteria

Convincing evidence (Class I)

More than 1000 death events

Significant summary associations (P < 10− 6) per random effects calculations

No evidence of small-study effects

No evidence of excess of significance

Prediction intervals not including the null

Not large heterogeneity (i.e., I2 < 50%)

Highly-suggestive evidence (Class II)

Significant summary associations (P < 10− 6) per random effects calculation

More than 1000 death events

The largest study with 95% confidence intervals excluding the null

Suggestive evidence (Class III)

More than 1000 death events

Significant summary associations (P < 10−3) per random effects calculations

Weak evidence

All other associations with P < 0.05

Non-significant associations

All associations with P > 0.05