{"id":"W4297477513","doi":"10.3390/ijerph191912386","title":"The Impact of COVID-19 on Maternal Mental Health during Pregnancy: A Comparison between Canada and China within the CONCEPTION Cohort","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont; University of British Columbia; Manitoba Health; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Manitoba; McGill University Health Centre; McGill University; Université de Montréal; University of Saskatchewan; University of Alberta; Western University; Université du Québec en Abitibi-Témiscamingue; Centre Hospitalier Universitaire Sainte-Justine","funders":"National Center for Advancing Translational Sciences; Université de Montréal","keywords":"Mental health; China; Medicine; Depression (economics); Demography; Public health; Cohort; Anxiety; Coronavirus disease 2019 (COVID-19); Cohort study; Pandemic; Edinburgh Postnatal Depression Scale; Psychiatry; Geography; Internal medicine; Depressive symptoms; Disease","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":[0.0009213726,0.0004163393,0.0004690172,0.001451804,0.002057418,0.00117567,0.000870932,0.0004651155,0.001626136],"category_scores_gemma":[0.002508774,0.0003511476,0.0008763023,0.003087899,0.0009109179,0.0004176546,0.001404343,0.0007662873,0.0001028834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01314559,"about_ca_system_score_gemma":0.02199244,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.974323,"about_ca_topic_score_gemma":0.9784615,"domain_scores_codex":[0.998962,0.0000898521,0.00005795657,0.0001871628,0.0002140402,0.0004889268],"domain_scores_gemma":[0.9979246,0.0001431001,0.0004694102,0.0001054816,0.000543496,0.0008139056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001620162,0.00002177923,0.9957532,0.00002731794,0.0001062246,0.0001092735,0.0007022918,0.00005477621,0.00008259382,0.0001090007,0.0003641236,0.002507417],"study_design_scores_gemma":[0.000007851865,0.00002586616,0.9983833,0.00002027325,0.00003609533,0.00003549214,0.001004796,0.00009100704,0.00002033799,0.00001337474,0.0003544014,0.000007267247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966921,0.0007244227,0.00005455804,0.0002690129,0.00001233899,0.00003036302,0.001271607,0.000003315036,0.0009421693],"genre_scores_gemma":[0.9977517,0.0005354251,0.0000632538,0.0001086924,0.000007307406,0.00002446427,0.001083831,0.0000038726,0.0004215254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02567703,"threshold_uncertainty_score":0.09537834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560848809618812,"score_gpt":0.4075452723955544,"score_spread":0.3519367842993663,"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."}}