{"id":"W1994044166","doi":"10.1016/j.bbi.2015.04.012","title":"Bidirectional psychoneuroimmune interactions in the early postpartum period influence risk of postpartum depression","year":2015,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Depression (economics); Postpartum depression; Medicine; Logistic regression; Postpartum period; Childbirth; Pregnancy; Psychosocial; Hypothalamic–pituitary–adrenal axis; Internal medicine; Immune system; Obstetrics; Psychology; Psychiatry; Hormone; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005688836,0.0001368311,0.0002121532,0.0001197473,0.0001613748,0.00002283617,0.0001338234,0.00005220203,0.00002847837],"category_scores_gemma":[0.0002008291,0.00009962833,0.00005731736,0.0001839833,0.0001232262,0.0001869395,0.00006607491,0.0005664718,0.00001003849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003053108,"about_ca_system_score_gemma":0.00006186424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527307,"about_ca_topic_score_gemma":0.00008073381,"domain_scores_codex":[0.9986572,0.0003786528,0.0003550489,0.0001645589,0.0002467453,0.0001978332],"domain_scores_gemma":[0.9991236,0.0001505051,0.0001429064,0.0003654851,0.00009652964,0.0001209755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008313914,0.0005540373,0.9909886,0.0001363166,0.00000772659,0.00002517347,0.002991589,0.000001096906,0.003355903,0.00001897807,0.00007699514,0.001012205],"study_design_scores_gemma":[0.001071084,0.0004410313,0.9943485,0.0008369692,0.0000522251,0.0004735195,0.0005248173,0.000008241222,0.001637185,0.00004107514,0.0004759176,0.00008942946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970717,0.0006973135,0.000002441114,0.0008699658,0.0003445868,0.000462142,0.0000350099,0.00002382352,0.000492974],"genre_scores_gemma":[0.9990717,0.0001807844,0.0000607093,0.0002701368,0.0000293134,0.00007615478,0.00002084108,0.00001167056,0.0002786778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003359918,"threshold_uncertainty_score":0.4062726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391047068019605,"score_gpt":0.3413575045444536,"score_spread":0.3022527977424931,"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."}}