{"id":"W3174325821","doi":"10.21203/rs.3.rs-639959/v1","title":"Antenatal Depressive Symptoms in Rwanda: Rates, Predictors, and Social Support","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Global Affairs Canada","keywords":"Edinburgh Postnatal Depression Scale; Social support; Medicine; Antenatal depression; Pregnancy; Depression (economics); Logistic regression; Confounding; Odds ratio; Demography; Odds; Psychiatry; Depressive symptoms; Psychology; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006275902,0.0002231996,0.0002394954,0.0008675378,0.000261908,0.000535091,0.0002855348,0.0002652809,0.001079025],"category_scores_gemma":[0.002579267,0.0002877415,0.0002961036,0.0009331403,0.000239463,0.0002051371,0.000400113,0.0004818061,0.0001857372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636186,"about_ca_system_score_gemma":0.0003130951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025976,"about_ca_topic_score_gemma":0.008865512,"domain_scores_codex":[0.9994395,0.0002515019,0.00005373348,0.00006236558,0.00006927497,0.0001236796],"domain_scores_gemma":[0.9987801,0.0002597609,0.0006397976,0.00004834627,0.0001378559,0.0001340475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002092351,0.00001980173,0.9980653,0.00001565063,0.0000224874,0.00007779888,0.0001171263,0.00001301101,0.00009295611,0.00001187081,0.0001077319,0.001435495],"study_design_scores_gemma":[0.00000207833,0.00002925025,0.9992856,0.0000193931,0.00001211892,0.0002047981,0.0002596996,0.00006793627,0.00002199042,0.000006361298,0.00008939359,0.000001440772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987142,0.0006008719,0.00003062739,0.0001003271,0.000009719519,0.00000858161,0.0002219176,0.000002573899,0.000311155],"genre_scores_gemma":[0.9995815,0.0002245637,0.00002755281,0.000007363505,0.00000762734,0.000006775756,0.00008148975,5.332498e-7,0.00006257369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025976,"threshold_uncertainty_score":0.02040005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592507577089608,"score_gpt":0.4001206720208674,"score_spread":0.3541955962499713,"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."}}