{"id":"W4413937022","doi":"10.5463/thesis.1227","title":"Leveraging Community Health Workers to Improve Access to Maternity Care in Rural Sub-Saharan Africa","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Community health workers; Nursing; Maternity care; Health care; Medicine; Economic growth; Business; Environmental health; Health services; Population; Economics","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":[0.003211373,0.0004495853,0.0002353289,0.0008139062,0.002268207,0.001751723,0.001156291,0.0009478764,0.002989736],"category_scores_gemma":[0.005469155,0.0003103376,0.0002822401,0.0005499995,0.001038689,0.0009791212,0.003284645,0.001203604,0.0002306516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566046,"about_ca_system_score_gemma":0.008836882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113849,"about_ca_topic_score_gemma":0.0258362,"domain_scores_codex":[0.9977008,0.001256128,0.00004042798,0.00008303847,0.0001624023,0.0007572966],"domain_scores_gemma":[0.9978726,0.0005511524,0.0002548016,0.00004389485,0.0001542853,0.001123208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00026519,0.004820136,0.1401077,0.003036684,0.0002406894,0.003050116,0.1175547,0.0009993308,0.007014327,0.004885815,0.02538836,0.692637],"study_design_scores_gemma":[0.0009898467,0.01020283,0.4614069,0.007905724,0.0004373946,0.001108675,0.2929098,0.002635487,0.002850096,0.006360325,0.2130452,0.0001478195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242467,0.006537786,0.001397641,0.04716085,0.0004039756,0.001140388,0.00009704735,0.00006229051,0.0189533],"genre_scores_gemma":[0.982704,0.006551009,0.003026262,0.004736056,0.0001844643,0.0004886332,0.00004137608,0.00000938765,0.002258861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0113849,"threshold_uncertainty_score":0.02263725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520443575615268,"score_gpt":0.3471893986925171,"score_spread":0.3219849629363644,"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."}}