{"id":"W4283769385","doi":"10.1016/j.dialog.2022.100026","title":"Improving maternal and child health outcomes through a community involvement strategy in Kabula location, Bungoma County, Kenya","year":2022,"lang":"en","type":"article","venue":"Dialogues in Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Commission for Science, Technology and Innovation; International Development Research Centre","keywords":"Attendance; Environmental health; Medicine; Community health; Health facility; Community health workers; Poverty; Health indicator; Business; Socioeconomics; Economic growth; Public health; Nursing; Health services; Population","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":[0.001899105,0.0002164324,0.0006378971,0.0001658533,0.0005876761,0.00002689062,0.0001900756,0.00004998357,0.00002947716],"category_scores_gemma":[0.00004369671,0.0002012425,0.00003576791,0.0003378328,0.00007429227,0.0001027088,0.0002613893,0.0009998203,0.000003219533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195731,"about_ca_system_score_gemma":0.0007175491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2566224,"about_ca_topic_score_gemma":0.02348347,"domain_scores_codex":[0.9969549,0.0007606844,0.0009218552,0.0003024756,0.0004135977,0.0006465162],"domain_scores_gemma":[0.9989718,0.00007579282,0.0003095987,0.0003577557,0.00004443496,0.0002406006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001381828,0.0005422335,0.98629,0.001973999,0.00001257086,0.00002178496,0.004334923,0.0002045768,0.000001725832,0.003275128,0.0002891378,0.002915674],"study_design_scores_gemma":[0.002316501,0.001191749,0.9899444,0.000405361,0.00000368509,0.00008718843,0.002160207,0.0002153378,0.000004692002,0.002059204,0.00147409,0.0001375815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796936,0.002884604,0.00002814698,0.0154347,0.0002664727,0.00108901,0.0001650465,0.00005707793,0.0003813264],"genre_scores_gemma":[0.9714718,0.001202868,0.0001723592,0.02671043,0.00007181353,0.00008682225,0.0002279285,0.00002266254,0.00003330742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2331389,"threshold_uncertainty_score":0.9943354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935238734906888,"score_gpt":0.3175868052446647,"score_spread":0.2782344178955958,"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."}}