{"id":"W4386438834","doi":"10.17269/s41997-023-00814-0","title":"The impact of prenatal maternal mental health during the COVID-19 pandemic on birth outcomes: two nested case-control studies within the CONCEPTION cohort","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Université de Montréal","keywords":"Medicine; Anxiety; Odds ratio; Depression (economics); Pregnancy; Mental health; Obstetrics; Confidence interval; Confounding; Cohort study; Gestational age; Gestation; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.00511625,0.0006077123,0.000711786,0.001038449,0.001385964,0.001449828,0.001216023,0.0009982664,0.001219139],"category_scores_gemma":[0.01007686,0.001011647,0.002072174,0.001090871,0.0008871974,0.0004579906,0.001237577,0.001110254,0.0001890401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281329,"about_ca_system_score_gemma":0.001467129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06718364,"about_ca_topic_score_gemma":0.06774908,"domain_scores_codex":[0.9969375,0.00117836,0.0002610316,0.0009690481,0.0003351015,0.0003189491],"domain_scores_gemma":[0.9931737,0.001631631,0.001974332,0.001438866,0.0009989952,0.0007825022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009755432,0.0001597706,0.9921873,0.0001341891,0.002018147,0.0003662831,0.001081136,0.00007474465,0.0008779186,0.0001275642,0.000452294,0.001545146],"study_design_scores_gemma":[0.0001947828,0.0004458629,0.9946571,0.0001155489,0.001294138,0.0006549653,0.001094117,0.0004085076,0.0001682696,0.00008044497,0.0008598746,0.00002638677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956488,0.001684426,0.0009436772,0.0001153649,0.00004555982,0.000159399,0.001033807,0.000008623908,0.0003603702],"genre_scores_gemma":[0.9975484,0.0004416724,0.0007632878,0.00009757121,0.00002200554,0.0001546203,0.0007639793,0.00000766026,0.0002008361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06718364,"threshold_uncertainty_score":0.1335852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09107075015381934,"score_gpt":0.4044932970682517,"score_spread":0.3134225469144324,"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."}}