{"id":"W3113080058","doi":"10.1093/heapol/czaa170","title":"Effects of a community health worker delivered intervention on maternal depressive symptoms in rural Tanzania","year":2020,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Medicine; Tanzania; Psychological intervention; Attendance; Randomized controlled trial; Depression (economics); Mental health; Intervention (counseling); Edinburgh Postnatal Depression Scale; Depressive symptoms; Psychiatry; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002911969,0.000134906,0.0004043924,0.0001229514,0.0001492362,0.000008083134,0.0000616477,0.00006127038,0.000006961761],"category_scores_gemma":[0.00009981858,0.000121948,0.00003967514,0.000131052,0.00003164665,0.00004854702,0.00004984427,0.0004841557,0.000004501633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115629,"about_ca_system_score_gemma":0.0001174763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412442,"about_ca_topic_score_gemma":0.0000620476,"domain_scores_codex":[0.9984519,0.000469217,0.000466713,0.0001088396,0.0001414211,0.0003619147],"domain_scores_gemma":[0.9990269,0.0002157892,0.0002645873,0.0001002375,0.0000159646,0.0003765558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009726783,0.0007575685,0.7249582,0.1039714,0.000117027,0.0001728352,0.06091568,0.0001027257,0.0001741669,0.00142012,0.0005393998,0.0971441],"study_design_scores_gemma":[0.003550451,0.002907207,0.9526857,0.03876483,0.000007722381,0.00004935446,0.0003315306,0.0002371046,0.001164387,0.00008242188,0.0001305311,0.00008875914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904727,0.003496211,0.00004438209,0.005155551,0.00009681254,0.0005685649,0.000022126,0.00003073656,0.0001128986],"genre_scores_gemma":[0.9830871,0.0002813456,0.00004681498,0.01637416,0.0001331538,0.00001926283,0.00002011992,0.00001304176,0.00002497435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277275,"threshold_uncertainty_score":0.9924406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067790251739957,"score_gpt":0.3676256320306447,"score_spread":0.3369477295132451,"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."}}