{"id":"W7084107375","doi":"10.6084/m9.figshare.c.8030495","title":"Trends in maternal mortality and stillbirths by county in health facility data, Kenya, 2011-2022","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Standardized mortality ratio; Population; Health facility; Christian ministry; Socioeconomic status; Infant mortality; Data quality; Obstetric transition; Mortality rate","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":[0.001737306,0.0003466518,0.0003763032,0.002829501,0.0004888319,0.0007934905,0.0005650209,0.0003274073,0.001217661],"category_scores_gemma":[0.004405736,0.0003156962,0.0004077424,0.005426853,0.0002332041,0.0006156238,0.0007954198,0.0004894548,0.00031381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954573,"about_ca_system_score_gemma":0.00167539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1688158,"about_ca_topic_score_gemma":0.2488593,"domain_scores_codex":[0.998666,0.0003392711,0.0002368245,0.0002526729,0.000259459,0.000245862],"domain_scores_gemma":[0.9963381,0.0004810978,0.001695226,0.0001412856,0.001105726,0.0002384922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009809,0.00002276451,0.9921628,0.0003291065,0.000181177,0.00009172959,0.0002085045,0.0005150583,0.0003190981,0.00006272475,0.003132361,0.002876567],"study_design_scores_gemma":[0.000008857107,0.0000263493,0.9969799,0.00008256154,0.0000506108,0.00009615853,0.0004259075,0.0004731396,0.0001827389,0.00001166224,0.00165284,0.000009243829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8062513,0.00175473,0.0005014621,0.0003899886,0.00003032576,0.0001456892,0.189076,0.00005079892,0.001799693],"genre_scores_gemma":[0.8942823,0.0009574079,0.001300254,0.0001107183,0.00001842986,0.0003306644,0.1022278,0.00001292769,0.0007594844],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1688158,"threshold_uncertainty_score":0.3356665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031081425460851,"score_gpt":0.2751879531398125,"score_spread":0.2441065276789615,"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."}}