{"id":"W4294203020","doi":"10.1192/j.eurpsy.2022.547","title":"Impact of the COVID-19 pandemic on maternal mental health during pregnancy: The CONCEPTION study – Phase I","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Manitoba Health; University of Manitoba; University of Saskatchewan; University of Alberta; Douglas Mental Health University Institute; McGill University; Hôpital Maisonneuve-Rosemont; Western University; Université du Québec en Abitibi-Témiscamingue; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Mental health; Anxiety; Pregnancy; Medicine; Pandemic; Depression (economics); Edinburgh Postnatal Depression Scale; Demography; Psychiatry; Coronavirus disease 2019 (COVID-19); Depressive symptoms; Disease; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004959655,0.0001651707,0.000200962,0.00005209593,0.0008523764,0.0000115049,0.0002970449,0.00001072346,0.0004525818],"category_scores_gemma":[0.00001102706,0.00009403389,0.0001634848,0.0001429312,0.00006145183,0.00002993376,0.0001824463,0.0004342213,0.00002159737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750751,"about_ca_system_score_gemma":0.0002647805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001747901,"about_ca_topic_score_gemma":0.00001808202,"domain_scores_codex":[0.9975224,0.001069564,0.0004338069,0.0002541928,0.0004399066,0.0002801434],"domain_scores_gemma":[0.9989332,0.00002059234,0.0003429716,0.0005009432,0.000008572872,0.0001937228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002081865,0.001622133,0.9863263,0.0006549757,0.00008070284,0.00002321038,0.007481677,0.00006844346,0.000107562,0.00005224623,0.0009633909,0.0005375065],"study_design_scores_gemma":[0.008044321,0.005815485,0.9813276,0.001763293,0.00003317454,0.0006581009,0.001556776,0.00001063251,0.00002451595,0.00002112746,0.0006292428,0.0001157093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914437,0.001225601,0.000002113897,0.003193403,0.001725487,0.001519767,0.000160452,0.00006124052,0.0006682414],"genre_scores_gemma":[0.9966136,0.00004967254,0.000006530867,0.002169661,0.0002043097,0.00003185968,0.00001354967,0.00003504154,0.0008757628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005962456,"threshold_uncertainty_score":0.6555877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437471079317066,"score_gpt":0.3819883466677712,"score_spread":0.3382412387360646,"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."}}