{"id":"W3128628451","doi":"10.2139/ssrn.3777974","title":"Impact of the COVID-19 Pandemic on Maternal Mental Health During Pregnancy: The CONCEPTION Study – Phase I","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Manitoba Health; University of Manitoba; Hôpital Maisonneuve-Rosemont; Saskatchewan Health; McGill University; Université du Québec en Abitibi-Témiscamingue; Western University; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; University of Saskatchewan; University of Alberta","funders":"","keywords":"Mental health; Medicine; Pregnancy; Anxiety; Edinburgh Postnatal Depression Scale; Prenatal care; Depression (economics); Pandemic; Demography; Psychiatry; Obstetrics; Population; Coronavirus disease 2019 (COVID-19); Environmental health; Depressive symptoms; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004479307,0.0005452405,0.0005317722,0.0004476364,0.001071061,0.001481961,0.0006904789,0.001687775,0.00224379],"category_scores_gemma":[0.007543613,0.0006583965,0.00149292,0.0007221971,0.001148702,0.001244085,0.00286583,0.002815617,0.0003158835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735239,"about_ca_system_score_gemma":0.006402189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04523947,"about_ca_topic_score_gemma":0.04003734,"domain_scores_codex":[0.9979612,0.001085805,0.00009295085,0.0001968509,0.0001545523,0.0005087254],"domain_scores_gemma":[0.997126,0.0007815033,0.0006780099,0.0003350649,0.0002969349,0.0007824877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01801321,0.005617726,0.918866,0.0008793264,0.001871975,0.0005134258,0.005563602,0.0007140867,0.0008229327,0.002159191,0.01361318,0.03136525],"study_design_scores_gemma":[0.00302486,0.0101882,0.96707,0.0004687225,0.0006288094,0.0002422215,0.008772858,0.0003734651,0.000298934,0.000510739,0.008338277,0.00008286346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883944,0.001794384,0.0003598046,0.002017273,0.0001231547,0.001213775,0.003902377,0.00001019524,0.002184626],"genre_scores_gemma":[0.9891021,0.001517488,0.0003211764,0.00231113,0.0001046852,0.001626177,0.003799916,0.00001284399,0.001204468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04523947,"threshold_uncertainty_score":0.08995229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380058589018108,"score_gpt":0.3875329713316485,"score_spread":0.3537323854414674,"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."}}