{"id":"W4392168311","doi":"10.3390/ijerph21030264","title":"Maternal Depressive Symptoms in the First Year after Childbirth Predict Long-Term Developmental Risks in Sons and Daughters","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut National de Santé Publique du Québec; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Ministère de l'Éducation et de l'Enseignement supérieur; Ministère de la Santé; Centre hospitalier universitaire Sainte-Justine; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Ministère de la Santé et des Services sociaux","keywords":"Psychology; Childbirth; Longitudinal study; Depression (economics); Developmental psychology; Mental health; Distress; Prospective cohort study; Early childhood; Edinburgh Postnatal Depression Scale; Cohort; Depressive symptoms; Anxiety; Clinical psychology; Psychiatry; Pregnancy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802772,0.0001783072,0.000202195,0.0002580782,0.0002724041,0.0004828513,0.0002607919,0.0002422375,0.001594517],"category_scores_gemma":[0.001572036,0.0002864417,0.0002645113,0.0002539135,0.000173432,0.0002093441,0.0003993379,0.0004202562,0.0002526223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055289,"about_ca_system_score_gemma":0.000193649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260741,"about_ca_topic_score_gemma":0.02172212,"domain_scores_codex":[0.999886,0.00002639245,0.000009970383,0.00002497396,0.0000185967,0.00003402845],"domain_scores_gemma":[0.9995767,0.00007394748,0.00018021,0.00003306662,0.00003260617,0.0001034295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002910693,0.0000133792,0.9990106,0.000001745168,0.00001227934,0.00006979752,0.000107095,0.000005901026,0.00009205263,0.00000863807,0.00003009748,0.0006193409],"study_design_scores_gemma":[9.223001e-7,0.00003124653,0.9994619,0.000003501506,0.000007590669,0.000117498,0.0002684839,0.00002885711,0.00002567964,0.000005728044,0.00004794473,6.536882e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999588,0.000100237,0.00001381005,0.0000225536,0.000002731667,0.000001591841,0.00008773533,8.098792e-7,0.0001825192],"genre_scores_gemma":[0.9994394,0.0001221205,0.00002697777,0.000007970097,0.000002482067,0.000002844459,0.000111254,8.370695e-7,0.0002861068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260741,"threshold_uncertainty_score":0.02506804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04564987837431476,"score_gpt":0.3727957842943647,"score_spread":0.3271459059200499,"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."}}