{"id":"W4391692119","doi":"10.1080/13557858.2024.2312420","title":"Race as a determinant of prenatal depressive symptoms: analysis of data from the ‘All Our Families’ study","year":2024,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; PolicyWise for Children and Families; Alberta Children's Hospital Foundation; Alberta Innovates - Health Solutions; Alberta Health Services; Government of Alberta; Killam Trusts; University of Calgary","keywords":"Ethnic group; Depression (economics); Race (biology); Depressive symptoms; Indigenous; Medicine; Psychiatry; Demography; Clinical psychology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007104083,0.0001149945,0.0005176568,0.0001010388,0.00007305281,0.00001018321,0.0002151111,0.00005098084,0.00002952346],"category_scores_gemma":[0.00003718563,0.00007214049,0.00006103074,0.0002639052,0.00004909984,0.0000916369,0.0002329277,0.000260644,0.000004138614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002993574,"about_ca_system_score_gemma":0.0002071441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0195985,"about_ca_topic_score_gemma":0.003131951,"domain_scores_codex":[0.9985382,0.0001846302,0.0004714291,0.0003367315,0.0002737645,0.0001952316],"domain_scores_gemma":[0.9988176,0.0002343088,0.0001662451,0.000619685,0.00002978036,0.0001324064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001701552,0.00175166,0.8434156,0.01816454,0.005500865,0.0002801012,0.06819893,0.0000180615,0.0001125533,0.0003001397,0.0007941496,0.0597619],"study_design_scores_gemma":[0.0007456694,0.001306887,0.9847906,0.005143155,0.001529624,0.00001665065,0.002802547,0.002619206,0.000631324,0.00005103317,0.0002747305,0.00008857861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795283,0.01644432,0.00004297089,0.002537248,0.0001467319,0.00063289,0.000592746,0.00002101667,0.00005376992],"genre_scores_gemma":[0.9960933,0.002828204,0.00005305605,0.0006787485,0.00006029382,0.00001166739,0.0001200517,0.000009022348,0.000145628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141375,"threshold_uncertainty_score":0.9869301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016179494139182,"score_gpt":0.4350732149465527,"score_spread":0.3334552655326345,"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."}}