{"id":"W4414266237","doi":"10.1530/rep-25-0092","title":"PREGNANCY DISORDERS AND MATERNAL CONSEQUENCES: Postpartum mental health after medically complicated pregnancy","year":2025,"lang":"en","type":"review","venue":"Reproduction","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Mental health; Pregnancy; Gestational diabetes; Postpartum period; Anxiety; Postpartum depression; Depression (economics)","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":[0.0005623448,0.0001787719,0.0002991656,0.0006191886,0.0008225466,0.0008477592,0.0002878477,0.0005741417,0.004388503],"category_scores_gemma":[0.005041394,0.0001664647,0.0005173171,0.0006486069,0.000241723,0.0007607319,0.0009410057,0.001715409,0.0002789454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008766605,"about_ca_system_score_gemma":0.001489974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372582,"about_ca_topic_score_gemma":0.02422782,"domain_scores_codex":[0.9995388,0.0001597666,0.00006331437,0.00003858389,0.00009816548,0.0001014078],"domain_scores_gemma":[0.9987722,0.0003843781,0.0004341915,0.00002497854,0.0001777956,0.0002063812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002813296,0.0002049283,0.6696138,0.003322401,0.0003170442,0.001804898,0.004513952,0.0001420536,0.0002776178,0.001705041,0.02978491,0.2880321],"study_design_scores_gemma":[0.00001959449,0.0001576824,0.9562394,0.007257846,0.0003498782,0.004876799,0.005705973,0.0002734686,0.0001482034,0.0017753,0.02314387,0.00005201209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.609192,0.2549377,0.001343894,0.08047966,0.002228936,0.0003198205,0.003967178,0.00008381407,0.04744697],"genre_scores_gemma":[0.8815949,0.108639,0.001273571,0.003555946,0.0007676821,0.0001306197,0.0009963679,0.00001097235,0.003030929],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01372582,"threshold_uncertainty_score":0.02729183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005103641931415,"score_gpt":0.3514076674197671,"score_spread":0.3213566310004529,"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."}}