{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001191586,0.0004671621,0.0001844337,0.0005519245,0.002611486,0.0008661902,0.001009582,0.000595401,0.003373236],"category_scores_gemma":[0.001272482,0.0002918811,0.0001665738,0.0005938312,0.0004952047,0.0007405003,0.001980918,0.0004911663,0.0002691107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002541921,"about_ca_system_score_gemma":0.01013249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05426396,"about_ca_topic_score_gemma":0.1762525,"domain_scores_codex":[0.9993981,0.0002527521,0.00002065153,0.00004254969,0.00004345459,0.0002424343],"domain_scores_gemma":[0.999154,0.00008185289,0.0001376415,0.000016408,0.0001123597,0.0004977194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007441701,0.00498102,0.7461607,0.002410198,0.0001486874,0.01011386,0.03666618,0.0009230771,0.01301862,0.002115178,0.01465785,0.1680604],"study_design_scores_gemma":[0.0002630402,0.002128164,0.9198406,0.001028033,0.0001323575,0.001010126,0.05579932,0.0006750732,0.001215974,0.0002939212,0.01755848,0.00005490387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932051,0.0006512898,0.0001338624,0.001377451,0.00001823462,0.0006418055,0.0003006375,0.00001574946,0.003655986],"genre_scores_gemma":[0.9937294,0.0007828095,0.001239435,0.0003774734,0.0000103751,0.0007443621,0.0002754082,0.000003755269,0.002836871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05426396,"threshold_uncertainty_score":0.1078962,"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."}}