{"publication_id":"456e9e42-fa00-477e-afb6-ba411ff85156","traces":[{"claim_id":"claim_1","claim":"The cited A/B receipts support a specific working claim: HbA1c (-0.36%; -0.65 to -0.07); Probiotic supplementation was not effective in decreasing FBG (Mean Difference = -0.13; 95% CI -0.32, 0.06, p = 0.18). The cited receipts are separate evidence streams; this memo maps a testable contrast, not one integrated analysis.","candidate_sources":[{"study":"Digital health interventions for gestational diabetes mellitus: A systematic review and meta-analysis of randomised controlled trials","doi":"10.1371/journal.pdig.0000015","url":null},{"study":"Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","doi":"10.3390/nu9050461","url":null},{"study":"Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis","doi":"10.3389/fmed.2021.699412","url":null},{"study":"Treatments for women with gestational diabetes mellitus: an overview of Cochrane systematic reviews","doi":"10.1002/14651858.cd012327.pub2","url":null},{"study":"Unveiling Gestational Diabetes: An Overview of Pathophysiology and Management","doi":"10.3390/ijms26052320","url":null}]},{"claim_id":"claim_2","claim":"Interpretation note:** This is a hypothesis-generating alpha memo, not confirmatory evidence; subgroup or context-derived claims require independent replication.","candidate_sources":[{"study":"Digital health interventions for gestational diabetes mellitus: A systematic review and meta-analysis of randomised controlled trials","doi":"10.1371/journal.pdig.0000015","url":null},{"study":"Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","doi":"10.3390/nu9050461","url":null},{"study":"Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis","doi":"10.3389/fmed.2021.699412","url":null},{"study":"Treatments for women with gestational diabetes mellitus: an overview of Cochrane systematic reviews","doi":"10.1002/14651858.cd012327.pub2","url":null},{"study":"Unveiling Gestational Diabetes: An Overview of Pathophysiology and Management","doi":"10.3390/ijms26052320","url":null}]},{"claim_id":"claim_3","claim":"The most publishable angle here is not which intervention works, but why certain interventions achieve hard clinical endpoints (macrosomia, C-section) with only marginal glycemic improvement—and why others mechanistically succeed (probiotic HOMA-IR reduction) yet fail at every clinical glucose threshold. A second underexplored angle is the disproportionate respiratory distress syndrome risk (RR 3.2) in *mild* GDM, which exceeds the effect on macrosomia and points to glycemic-independent fetal pulmonary programming.","candidate_sources":[{"study":"Digital health interventions for gestational diabetes mellitus: A systematic review and meta-analysis of randomised controlled trials","doi":"10.1371/journal.pdig.0000015","url":null},{"study":"Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","doi":"10.3390/nu9050461","url":null},{"study":"Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis","doi":"10.3389/fmed.2021.699412","url":null},{"study":"Treatments for women with gestational diabetes mellitus: an overview of Cochrane systematic reviews","doi":"10.1002/14651858.cd012327.pub2","url":null},{"study":"Unveiling Gestational Diabetes: An Overview of Pathophysiology and Management","doi":"10.3390/ijms26052320","url":null}]},{"claim_id":"claim_4","claim":"Real tension: Probiotic supplementation significantly reduces HOMA-IR (-0.69, p=0.01) yet produces null effects on fasting blood glucose (-0.13, p=0.18) and LDL cholesterol (-0.16, p=0.67) in the same GDM population [3 vs 8 vs 2] — the insulin sensitivity gain does not translate to glycemic or lipid endpoints","candidate_sources":[{"study":"Digital health interventions for gestational diabetes mellitus: A systematic review and meta-analysis of randomised controlled trials","doi":"10.1371/journal.pdig.0000015","url":null},{"study":"Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","doi":"10.3390/nu9050461","url":null},{"study":"Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis","doi":"10.3389/fmed.2021.699412","url":null},{"study":"Treatments for women with gestational diabetes mellitus: an overview of Cochrane systematic reviews","doi":"10.1002/14651858.cd012327.pub2","url":null},{"study":"Unveiling Gestational Diabetes: An Overview of Pathophysiology and Management","doi":"10.3390/ijms26052320","url":null}]},{"claim_id":"claim_5","claim":"Bounded research question:** Does the cited receipt bundle still support this bounded claim when population, endpoint, comparator, and time window are aligned?","candidate_sources":[{"study":"Digital health interventions for gestational diabetes mellitus: A systematic review and meta-analysis of randomised controlled trials","doi":"10.1371/journal.pdig.0000015","url":null},{"study":"Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","doi":"10.3390/nu9050461","url":null},{"study":"Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis","doi":"10.3389/fmed.2021.699412","url":null},{"study":"Treatments for women with gestational diabetes mellitus: an overview of Cochrane systematic reviews","doi":"10.1002/14651858.cd012327.pub2","url":null},{"study":"Unveiling Gestational Diabetes: An Overview of Pathophysiology and Management","doi":"10.3390/ijms26052320","url":null}]},{"claim_id":"claim_6","claim":"`fact_id=73726` (`A_core`) — Lifestyle intervention versus usual care probably reduces large‐for‐gestational age (risk ratio (RR) 0.60, 95% confidence interval (CI) 0.50 to 0.71; 6 RCTs, N = 2994; GRADE moderate‐quality). doi=10.1002/14651858.cd012327.pub2","candidate_sources":[{"study":"Digital health interventions for gestational diabetes mellitus: A systematic review and meta-analysis of randomised controlled trials","doi":"10.1371/journal.pdig.0000015","url":null},{"study":"Effect of Probiotics on Metabolic Outcomes in Pregnant Women with Gestational Diabetes: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","doi":"10.3390/nu9050461","url":null},{"study":"Mild Gestational Diabetes and Adverse Pregnancy Outcome: A Systemic Review and Meta-Analysis","doi":"10.3389/fmed.2021.699412","url":null},{"study":"Treatments for women with gestational diabetes mellitus: an overview of Cochrane systematic reviews","doi":"10.1002/14651858.cd012327.pub2","url":null},{"study":"Unveiling Gestational Diabetes: An Overview of Pathophysiology and Management","doi":"10.3390/ijms26052320","url":null}]}]}