{"id":"W4409670496","doi":"10.1016/j.jadr.2025.100926","title":"The impact of prenatal maternal depression, during the COVID-19 pandemic on maternal postpartum depression: A prospective cohort study within the conception study","year":2025,"lang":"en","type":"article","venue":"Journal of Affective Disorders Reports","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Faculté de pharmacie, Université de Montréal","keywords":"Pandemic; Depression (economics); Coronavirus disease 2019 (COVID-19); Prospective cohort study; Medicine; Cohort study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pregnancy; Cohort; Psychiatry; Obstetrics; Virology; Internal medicine; Disease; Outbreak; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002219213,0.0003906988,0.0005041766,0.0006343005,0.001459717,0.001053395,0.0008364437,0.0006881531,0.001521314],"category_scores_gemma":[0.003983721,0.0006958718,0.001098279,0.001778367,0.0003825194,0.00056711,0.001046492,0.001333293,0.0002130354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745192,"about_ca_system_score_gemma":0.002216419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3210189,"about_ca_topic_score_gemma":0.3294246,"domain_scores_codex":[0.9986402,0.0002916513,0.0001232201,0.000351523,0.0002242378,0.0003690959],"domain_scores_gemma":[0.9982014,0.0002053421,0.0005592696,0.0002571988,0.0003328556,0.0004439906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539847,0.00003873191,0.997399,0.00004299383,0.0002540627,0.00007577917,0.0004094121,0.00002158001,0.00009008402,0.00004121405,0.0005324365,0.000840711],"study_design_scores_gemma":[0.00002039502,0.00008910176,0.9986885,0.00004245676,0.0001165769,0.00008312622,0.0004832408,0.00007899438,0.00001411425,0.0000147583,0.0003594995,0.000009142589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940758,0.001290861,0.0002147746,0.0001572005,0.00002903145,0.0001142695,0.003526003,0.000005359248,0.0005866971],"genre_scores_gemma":[0.9971686,0.0004998964,0.0002003029,0.0001192676,0.00001632705,0.0001124964,0.001574495,0.000006033162,0.0003027067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3210189,"threshold_uncertainty_score":0.6383008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110410548684939,"score_gpt":0.3448927378429844,"score_spread":0.3338516829744905,"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."}}