{"id":"W4387728795","doi":"10.1176/appi.ajp.20230053","title":"Meta-Analyses of Genome-Wide Association Studies for Postpartum Depression","year":2023,"lang":"en","type":"article","venue":"American Journal of Psychiatry","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Horizon 2020 Framework Programme; Norges Forskningsråd; H. Lundbeck A/S; National Institute of Mental Health; Vetenskapsrådet; Lundbeckfonden; Wellcome Trust; National Institutes of Health; Sage Therapeutics; National Alliance for Research on Schizophrenia and Depression; Helse Sør-Øst RHF; Medical Research Council; Biogen; Women's College Hospital; European Commission; Bill and Melinda Gates Foundation","keywords":"Depression (economics); Genome-wide association study; Postpartum depression; Association (psychology); Genetic association; Psychology; Psychiatry; Meta-analysis; Medicine; Clinical psychology; Genetics; Biology; Pregnancy; Internal medicine; Single-nucleotide polymorphism; Psychotherapist; Genotype; Gene","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02109683,0.003376625,0.008426572,0.005853173,0.0008025427,0.003193875,0.00238419,0.002166549,0.002660901],"category_scores_gemma":[0.03738015,0.001858157,0.04388374,0.008194088,0.0006047411,0.001182064,0.002013523,0.002469237,0.0002438331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198742,"about_ca_system_score_gemma":0.001326249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005284644,"about_ca_topic_score_gemma":0.006559727,"domain_scores_codex":[0.9800814,0.01344154,0.002110184,0.002880233,0.001046141,0.0004405059],"domain_scores_gemma":[0.9704801,0.02268401,0.002729888,0.002811152,0.0009371522,0.0003575909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003000656,0.0000238779,0.04623831,0.005752864,0.9349674,0.0002139231,0.00004311993,0.002789245,0.0004807863,0.0001953976,0.0008517728,0.005442663],"study_design_scores_gemma":[0.0007770437,0.0002192099,0.02764594,0.0009900639,0.9655874,0.0001962899,0.0000483014,0.00230968,0.0002815205,0.000785137,0.001133395,0.00002610933],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1879778,0.7856058,0.0145278,0.002161968,0.001228221,0.0003119556,0.006057678,0.0006580484,0.001470791],"genre_scores_gemma":[0.9066462,0.07836206,0.009450415,0.000857988,0.0004907971,0.0005828785,0.002996275,0.0001428241,0.0004706285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02109683,"threshold_uncertainty_score":0.111572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07130023520137943,"score_gpt":0.3792025871312677,"score_spread":0.3079023519298882,"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."}}