{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004355174,0.0001708182,0.0003878401,0.0003424722,0.0005046218,0.0006917591,0.0002953857,0.00238736,0.001613547],"category_scores_gemma":[0.007022451,0.0001708122,0.0002161039,0.0003135522,0.0002069599,0.0003657024,0.0001792066,0.001341074,0.0004391475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598344,"about_ca_system_score_gemma":0.0005054749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448272,"about_ca_topic_score_gemma":0.005335585,"domain_scores_codex":[0.9997286,0.00007473887,0.00004562882,0.00003466431,0.00005513427,0.00006109819],"domain_scores_gemma":[0.998095,0.001089794,0.0002629316,0.00008459177,0.0002343427,0.0002332944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001290778,0.0001516191,0.8620949,0.00009178772,0.00008726563,0.02232645,0.0003619818,0.0001799407,0.002183499,0.0004459158,0.04624503,0.06454077],"study_design_scores_gemma":[0.0002766815,0.0007553604,0.9196314,0.0003212819,0.0001889247,0.04284304,0.00161113,0.002798734,0.001189105,0.003862401,0.02644197,0.00007997342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7152186,0.007441175,0.0009226176,0.2426797,0.006120944,0.00009985931,0.00144237,0.0001047393,0.02596994],"genre_scores_gemma":[0.9490755,0.002827136,0.0007488829,0.03660009,0.005881837,0.00005538168,0.0003078346,0.00001865859,0.004484735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002448272,"threshold_uncertainty_score":0.005397916,"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."}}