{"id":"W3159728759","doi":"10.3389/fpsyt.2021.622181","title":"Effectiveness of Probiotic, Prebiotic, and Synbiotic Supplementation to Improve Perinatal Mental Health in Mothers: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta","funders":"Canada Research Chairs; Government of Canada; Canadian Institutes of Health Research; Women and Children's Health Research Institute","keywords":"Synbiotics; Medicine; Meta-analysis; Prebiotic; Anxiety; Randomized controlled trial; Depression (economics); Mental health; Pregnancy; Placebo; Odds ratio; Systematic review; Probiotic; Confidence interval; Internal medicine; Psychiatry; MEDLINE; Alternative medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001326255,0.0004224463,0.007546719,0.0006162208,0.00003517852,0.00001810348,0.0001088161,0.0001419967,0.00002915269],"category_scores_gemma":[0.00003659831,0.0003219755,0.0005793389,0.0007419275,0.00004515302,0.00006100392,0.00007926857,0.0002825581,9.739531e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965267,"about_ca_system_score_gemma":0.00025865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009918142,"about_ca_topic_score_gemma":0.00004276858,"domain_scores_codex":[0.996287,0.001093862,0.001464233,0.0006288397,0.000207194,0.0003188798],"domain_scores_gemma":[0.998723,0.00007338299,0.0005776601,0.0004182024,0.00002283362,0.0001849411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000411218,0.000146944,0.000669528,0.9830377,0.01518099,0.000004846314,0.0001421003,1.695984e-7,4.127025e-8,0.00003329073,0.00009295127,0.0006503869],"study_design_scores_gemma":[0.0007267686,0.0004769637,0.0003458831,0.7792041,0.2183657,0.00008097491,0.0001641488,0.000004904174,0.000002008507,0.00001506525,0.0003325447,0.0002809301],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005526038,0.9870672,0.00007892364,0.0006172686,0.0006987388,0.01102925,0.0004370743,0.000008607039,0.000007672044],"genre_scores_gemma":[0.0001360594,0.9931895,0.005503288,0.0003440714,0.00001041598,0.0004707083,0.0002148965,0.0000373817,0.00009370757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2038335,"threshold_uncertainty_score":0.9999232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067571267620904,"score_gpt":0.3551561886630911,"score_spread":0.334480475986882,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}