{"id":"W2955493878","doi":"10.7189/jogh.09.010808","title":"Home visits by community health workers for pregnant mothers and newborns: coverage plateau in Malawi","year":2019,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; World Health Organization","keywords":"Medicine; Christian ministry; Pregnancy; Population; Confidence interval; Postnatal Care; Family medicine; Community health; House call; Environmental health; Demography; Pediatrics; Nursing; Public health","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":[0.001021278,0.0001566441,0.0001644343,0.0006570901,0.0005269448,0.0007317348,0.0005861388,0.0003026781,0.001768588],"category_scores_gemma":[0.002835337,0.0002066527,0.0001593696,0.001060119,0.000570945,0.0006244851,0.0008525955,0.0003768665,0.0001125757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00148256,"about_ca_system_score_gemma":0.001892215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1054336,"about_ca_topic_score_gemma":0.1271841,"domain_scores_codex":[0.9991968,0.0003268394,0.00006359899,0.0000846488,0.0001064745,0.0002215713],"domain_scores_gemma":[0.9986077,0.0003617149,0.0005941628,0.00005087097,0.0001992777,0.0001863603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003030597,0.00002970997,0.9806671,0.0001714473,0.00002647087,0.0001695598,0.003354461,0.00004191919,0.0003172256,0.00009597695,0.0005351852,0.01456058],"study_design_scores_gemma":[0.00000325773,0.00004331123,0.9952768,0.0001129086,0.00001277051,0.0001467682,0.003452025,0.0001763987,0.00006210156,0.00002465734,0.0006858769,0.000002997177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996631,0.001296887,0.0001452967,0.0007391263,0.000006060488,0.00003947881,0.0004930724,0.000008088511,0.00064107],"genre_scores_gemma":[0.9989298,0.0005531103,0.0001109628,0.00009681238,0.000005435705,0.00002807048,0.0001359366,0.000001068873,0.0001388429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054336,"threshold_uncertainty_score":0.2096398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256512317158244,"score_gpt":0.3274788792520071,"score_spread":0.3149137560804247,"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."}}