{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013789,0.0001923303,0.00084494,0.00006682895,0.000135622,0.00002369964,0.000154355,0.0000969986,0.00001492214],"category_scores_gemma":[0.00002841626,0.0001489591,0.0001035946,0.0002007412,0.00003229676,0.0001431205,0.0000406659,0.0005769954,0.000006689862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681584,"about_ca_system_score_gemma":0.001305262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005466859,"about_ca_topic_score_gemma":0.0007875575,"domain_scores_codex":[0.9977615,0.0002488258,0.0008842854,0.0001573921,0.0003474107,0.0006005979],"domain_scores_gemma":[0.9982401,0.00008326763,0.0006668436,0.0002021821,0.00009576288,0.0007118912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002595651,0.0005862357,0.9435248,0.001752705,0.00007125152,0.00001828045,0.0005334528,0.00004888059,0.00001545555,0.0005294938,0.01781103,0.03251271],"study_design_scores_gemma":[0.008704423,0.008219954,0.9612643,0.004153238,0.00001688385,0.0006510591,0.001147578,0.00007058733,0.000003510034,0.001731386,0.01387849,0.0001586394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751126,0.008329901,0.0001792115,0.01456692,0.0003642488,0.0009239548,0.0001630885,0.00001358769,0.0003465268],"genre_scores_gemma":[0.9830295,0.003378509,0.0005748537,0.01278628,0.00009272214,0.000001965235,0.0000103754,0.00001653502,0.0001092485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03235407,"threshold_uncertainty_score":0.8264292,"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."}}