{"id":"W4318485181","doi":"10.1001/jamanetworkopen.2022.54581","title":"Association of Maternal Depression During Pregnancy and Recent Stress With Brain Age Among Adult Offspring","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Masarykova Univerzita; Agentura Pro Zdravotnický Výzkum České Republiky; Central European Institute of Technology; Ministerstvo Školství, Mládeže a Tělovýchovy; European Commission; Centre for Addiction and Mental Health Foundation; FP7 People: Marie-Curie Actions; Centre for Addiction and Mental Health","keywords":"Offspring; Pregnancy; Cohort; Depression (economics); Neuroimaging; Medicine; Longitudinal study; Cohort study; Prenatal stress; Young adult; Life course approach; In utero; Psychology; Pediatrics; Psychiatry; Fetus; Internal medicine; Developmental psychology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002800974,0.0001250468,0.0002788593,0.00004657113,0.0001250471,0.00006940719,0.0001374081,0.00009715181,0.00004189609],"category_scores_gemma":[0.00005070582,0.00009961463,0.00002096405,0.0001929148,0.00002114905,0.0002151796,0.0002118708,0.0001911379,0.000006355023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006998904,"about_ca_system_score_gemma":0.00002195928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003186552,"about_ca_topic_score_gemma":0.0002260678,"domain_scores_codex":[0.9987307,0.00009732311,0.0003042719,0.0002392079,0.0002802933,0.0003482508],"domain_scores_gemma":[0.9992448,0.00008775482,0.000277422,0.000191989,0.00006490663,0.0001331411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000878247,0.00002608236,0.9905934,0.002357382,0.00006084257,0.0002208527,0.000374641,0.0001144049,0.0001071524,0.0000228867,0.0001941274,0.005049923],"study_design_scores_gemma":[0.002050325,0.000115477,0.9379597,0.0525004,0.00003248753,0.00001885341,0.00004358086,0.0001934807,0.006881255,0.00003686927,0.00007266016,0.0000949301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953417,0.0003725275,0.000003972514,0.001154631,0.0001686146,0.0008047332,0.00001216896,0.00005549748,0.002086191],"genre_scores_gemma":[0.9929467,0.001653904,0.0001951685,0.00009803779,0.0001590132,0.0000724222,0.00002838027,0.0000219856,0.004824378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05263378,"threshold_uncertainty_score":0.4062167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457222745901888,"score_gpt":0.2808582520328968,"score_spread":0.2662860245738779,"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."}}