{"id":"W4321383771","doi":"10.2196/preprints.43800","title":"Prevalence and Associated Factors of Maternal Depression and Anxiety Among African Immigrant Women in Alberta, Canada: Quantitative Cross-sectional Survey Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Lethbridge","funders":"","keywords":"Anxiety; Depression (economics); Edinburgh Postnatal Depression Scale; Logistic regression; Cross-sectional study; Medicine; Demography; Postpartum depression; Immigration; Mental health; Hospital Anxiety and Depression Scale; Psychiatry; Clinical psychology; Psychology; Pregnancy; Geography; Internal medicine; Depressive symptoms","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":[0.0003395014,0.0001656504,0.0001603358,0.0006749012,0.0009583677,0.0004889831,0.0005088664,0.000287116,0.001194182],"category_scores_gemma":[0.0007597234,0.0002217424,0.0002303889,0.001750737,0.0002659188,0.0001722648,0.0003721446,0.0002760168,0.0001706017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004917365,"about_ca_system_score_gemma":0.005427296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9599941,"about_ca_topic_score_gemma":0.9729438,"domain_scores_codex":[0.9997559,0.00002037436,0.00002187568,0.00003331427,0.00009996213,0.00006844197],"domain_scores_gemma":[0.9995978,0.00003139185,0.0001192208,0.00001358979,0.0001321045,0.000105886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002173824,0.00001938907,0.9964438,0.00003512005,0.00001614617,0.00005833895,0.0005574974,0.00001632652,0.0001681522,0.00001926521,0.000713516,0.001930701],"study_design_scores_gemma":[0.000001672831,0.000009481906,0.9989809,0.00001848655,0.000005386921,0.0000288223,0.0006959701,0.00002754955,0.00001327208,0.000002659022,0.0002139031,0.000001811695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961017,0.0004286143,0.00003642849,0.0001584928,0.000006224785,0.000038006,0.002352337,0.000005275491,0.0008728647],"genre_scores_gemma":[0.9963077,0.0007457801,0.0001902895,0.0002115755,0.000005607756,0.00004127023,0.001471742,0.000001863257,0.001024193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04000592,"threshold_uncertainty_score":0.08048302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719483018844529,"score_gpt":0.313191803888466,"score_spread":0.2859969737000207,"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."}}