{"id":"W7116637113","doi":"","title":"Meta-Analyses of Genome-Wide Association Studies for Postpartum Depression","year":2023,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Horizon 2020 Framework Programme; Norges Forskningsråd; Sage Therapeutics; National Institutes of Health; H. Lundbeck A/S; National Institute of Mental Health; Vetenskapsrådet; Lundbeckfonden; Helse Sør-Øst RHF; Medical Research Council; Biogen; National Alliance for Research on Schizophrenia and Depression; Women's College Hospital; European Commission; Bill and Melinda Gates Foundation","keywords":"Association (psychology); Postpartum depression; Depression (economics); Postpartum period; Disease","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02077849,0.004504703,0.01324763,0.005939166,0.001142928,0.004058397,0.002759324,0.003193794,0.003925621],"category_scores_gemma":[0.04746402,0.002958838,0.05561227,0.00766273,0.0007545132,0.002010653,0.003210103,0.003302488,0.0004786338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208122,"about_ca_system_score_gemma":0.00174811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00731219,"about_ca_topic_score_gemma":0.0124416,"domain_scores_codex":[0.9725925,0.01595218,0.005030545,0.004132033,0.001443734,0.0008491757],"domain_scores_gemma":[0.9697227,0.02239246,0.002536238,0.003674621,0.001181404,0.0004925139],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002796086,0.00001298441,0.01129988,0.004834025,0.9780629,0.00008095846,0.00003638349,0.0003625686,0.0003034273,0.0000569301,0.0002337016,0.00192012],"study_design_scores_gemma":[0.0006276529,0.0001422762,0.0116305,0.0004681932,0.9858122,0.00007409907,0.00003836291,0.0003101873,0.0001202024,0.0002591983,0.0004996493,0.00001741923],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1243267,0.8577526,0.009876961,0.001121275,0.001629612,0.0002909678,0.003492695,0.0004433506,0.001065671],"genre_scores_gemma":[0.9050795,0.08038455,0.008357549,0.0009514707,0.0006265275,0.0005372976,0.002834911,0.0002487688,0.0009793761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9792215,"threshold_uncertainty_score":0.1098885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834430310727296,"score_gpt":0.3725286456625413,"score_spread":0.1890856145898117,"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."}}