{"id":"W4385659917","doi":"10.1192/j.eurpsy.2023.741","title":"The impact of prenatal maternal mental health during the COVID-19 pandemic on birth outcomes: A cohort study within the CONCEPTION cohort","year":2023,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Mental health; Cohort study; Confounding; Gestational age; Pregnancy; Cohort; Pandemic; Low birth weight; Obstetrics; Birth weight; Relative risk; Psychiatry; Coronavirus disease 2019 (COVID-19); Confidence interval; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002851132,0.0003730484,0.0003830095,0.0006588968,0.001039825,0.001096448,0.0007853321,0.0006399397,0.002201599],"category_scores_gemma":[0.004364957,0.0004517953,0.001287212,0.0009538879,0.0004856724,0.0005795695,0.001158628,0.001215654,0.0002448045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007154096,"about_ca_system_score_gemma":0.001263327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07143544,"about_ca_topic_score_gemma":0.05600237,"domain_scores_codex":[0.9987429,0.0003582213,0.00008504355,0.000330429,0.0001925658,0.0002909664],"domain_scores_gemma":[0.9977158,0.0004007552,0.0006291677,0.0004108634,0.0002608152,0.0005825018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387397,0.00004585512,0.9974075,0.00002028866,0.0003022579,0.00008055065,0.0002895254,0.00002616753,0.0001314545,0.00005391946,0.0003861828,0.001017525],"study_design_scores_gemma":[0.00003270172,0.0002177618,0.9981128,0.00004076729,0.0001838645,0.0001589555,0.0005787043,0.0001619876,0.00004053523,0.00003557981,0.00042659,0.000009718123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963738,0.000713797,0.0003160037,0.0001974183,0.00003781934,0.00007527797,0.001831282,0.000005685436,0.0004489939],"genre_scores_gemma":[0.9980855,0.0003321644,0.0002014051,0.0001125496,0.00002488234,0.00007522757,0.0008403595,0.00000486513,0.0003230591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07143544,"threshold_uncertainty_score":0.1420393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954393419255608,"score_gpt":0.3618579807966804,"score_spread":0.3323140466041243,"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."}}