{"id":"W4398174256","doi":"10.3389/fpsyt.2024.1385229","title":"Association of maternal postpartum depression symptoms with infant neurodevelopment and gut microbiota","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Southern Medical University; Natural Science Foundation of Guangdong Province","keywords":"Postpartum depression; Depression (economics); Gut flora; Association (psychology); Gut–brain axis; Psychiatry; Medicine; Psychology; Clinical psychology; Pregnancy; Biology; Psychotherapist; Immunology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000361604,0.0002373683,0.0002977849,0.0002891055,0.000243366,0.0004160421,0.000208897,0.0002100022,0.001544327],"category_scores_gemma":[0.001461862,0.0001208021,0.0003684049,0.000456666,0.000107339,0.0001596927,0.0003889057,0.0003242058,0.0001084106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154062,"about_ca_system_score_gemma":0.0002648066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005540362,"about_ca_topic_score_gemma":0.005976457,"domain_scores_codex":[0.9996992,0.00007981111,0.00002766742,0.0000888332,0.00004596018,0.00005851593],"domain_scores_gemma":[0.9995419,0.0001122275,0.0002286471,0.00002228321,0.00005030572,0.00004470158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002269825,0.00003163631,0.9812308,0.0001051417,0.0002260176,0.0002043068,0.0001362752,0.00007815252,0.001178155,0.00006459908,0.0002930238,0.01622493],"study_design_scores_gemma":[0.000002948755,0.00006539133,0.9987825,0.00003329933,0.00005241294,0.0002172153,0.00009595032,0.0002680384,0.0001387986,0.00006657025,0.0002745534,0.000002359913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945183,0.002566516,0.0005684534,0.0001925172,0.00001527585,0.00001833236,0.001309194,0.00001167353,0.0007996602],"genre_scores_gemma":[0.9976801,0.001023393,0.0005429469,0.0000339119,0.000009830486,0.00002608413,0.0004440235,0.000002008394,0.0002376819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005540362,"threshold_uncertainty_score":0.01101625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001781270815203988,"score_gpt":0.2064263288313208,"score_spread":0.2046450580161168,"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."}}