{"id":"W3043980863","doi":"10.1016/j.psychres.2020.113332","title":"Postpartum depression biomarkers predict exacerbation of OCD symptoms during pregnancy","year":2020,"lang":"en","type":"letter","venue":"Psychiatry Research","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"NIH Clinical Center; National Center for Research Resources; National Institute of Mental Health; National Alliance for Research on Schizophrenia and Depression; International OCD Foundation","keywords":"Exacerbation; DNA methylation; Epigenetics; Pregnancy; Depression (economics); Medicine; Methylation; Postpartum depression; Clinical psychology; Internal medicine; Bioinformatics; Genetics; Biology; DNA; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003669552,0.0006820713,0.0008590278,0.001291074,0.0003963201,0.00009949458,0.001683877,0.001357541,0.003265292],"category_scores_gemma":[0.000213414,0.0006854107,0.0004479756,0.001476593,0.0006439578,0.0001950164,0.0005162744,0.004968319,0.0009314619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002057941,"about_ca_system_score_gemma":0.0004406288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772314,"about_ca_topic_score_gemma":0.00002771601,"domain_scores_codex":[0.9913584,0.001841389,0.001041531,0.001855526,0.002213336,0.001689799],"domain_scores_gemma":[0.9964193,0.0004742112,0.0006274636,0.001822581,0.000392367,0.0002640935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005278088,0.0002455604,0.1889954,0.001888148,0.0008623202,0.0003033204,0.0006068324,0.000001276091,0.0003549758,0.0001053248,0.8048579,0.001251106],"study_design_scores_gemma":[0.01404388,0.00374802,0.7806712,0.0154061,0.0007798705,0.0003307387,0.003448365,0.0003042687,0.0005431499,0.01103016,0.1655353,0.004158983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05836326,0.02058337,0.0001010795,0.848232,0.009406927,0.004005411,0.0004971152,0.0004834796,0.05832739],"genre_scores_gemma":[0.8245221,0.002787632,0.001908432,0.09507377,0.03115394,0.003787205,0.00574728,0.002653475,0.03236611],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7661589,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838405687143173,"score_gpt":0.3405791937992165,"score_spread":0.3121951369277847,"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."}}