{"id":"W3027784430","doi":"10.1016/j.apnu.2020.05.004","title":"Social determinants of peripartum depressive symptoms among Black peripartum women living with HIV","year":2020,"lang":"en","type":"article","venue":"Archives of Psychiatric Nursing","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","funders":"","keywords":"Medicine; Population; Pregnancy; Social support; Psychiatry; Domestic violence; Anxiety; Mental health; Poison control; Suicide prevention; Psychology; Environmental health","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":[0.0002518674,0.000172511,0.0002202829,0.0005692855,0.0009362079,0.0007763059,0.0003066451,0.0004949602,0.002247164],"category_scores_gemma":[0.001877442,0.0002615998,0.0003230362,0.0007894984,0.0003037641,0.0003182467,0.000552392,0.000824778,0.0001237417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004860386,"about_ca_system_score_gemma":0.000634555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03676625,"about_ca_topic_score_gemma":0.06120345,"domain_scores_codex":[0.999757,0.00007304046,0.00001551229,0.00002393214,0.00002681602,0.0001037481],"domain_scores_gemma":[0.9989334,0.0002161638,0.0004492664,0.00003087918,0.00006879206,0.000301396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008743085,0.00008846881,0.9979712,0.000005158935,0.00002818971,0.00007831035,0.0004888149,0.0000109115,0.0001731593,0.00002694423,0.00005036841,0.0009910881],"study_design_scores_gemma":[0.000002987047,0.00004801102,0.9979341,0.000008658726,0.00001533875,0.00005605055,0.001770515,0.00005572664,0.00001858293,0.00002012538,0.00006751573,0.000002351282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999377,0.00009260361,0.00001152461,0.00009315224,0.000004559091,0.000003380625,0.00006602101,4.166856e-7,0.000351422],"genre_scores_gemma":[0.9996744,0.00007626219,0.00001750498,0.00003331972,0.000006344818,0.000004135682,0.00003880117,5.877628e-7,0.0001487202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03676625,"threshold_uncertainty_score":0.0731045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329404544620589,"score_gpt":0.2879899444119111,"score_spread":0.2746958989657052,"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."}}