{"id":"W4361190531","doi":"10.1002/hpm.3639","title":"How do we improve maternal and child health outcomes in Ghana?","year":2023,"lang":"en","type":"article","venue":"The International Journal of Health Planning and Management","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Memorial University of Newfoundland","keywords":"Maternal health; Medicine; Psychology; Environmental health; Political science; Health services; Population","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001160425,0.0001079162,0.0003091948,0.0002882297,0.0001095276,0.00007937357,0.0001548868,0.00002057995,0.000003187639],"category_scores_gemma":[0.00001518352,0.00006558806,0.00003943827,0.00008102257,0.00002850282,0.00007315767,0.0001188917,0.0002336721,0.000002727002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185633,"about_ca_system_score_gemma":0.00005163398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001941833,"about_ca_topic_score_gemma":0.00001168167,"domain_scores_codex":[0.998643,0.00005856869,0.0004535861,0.0001233926,0.0004605875,0.0002608961],"domain_scores_gemma":[0.9993418,0.00003830717,0.0003490718,0.00007717683,0.00004688682,0.0001466876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048605,0.0002180405,0.6157274,0.002296158,0.0009104728,0.001390624,0.005229058,0.0001163395,0.000009879985,0.0121851,0.01960293,0.3412654],"study_design_scores_gemma":[0.002503933,0.0005293076,0.9593247,0.002796361,0.00001750335,0.000665127,0.003247962,0.0001445972,0.000007051491,0.001355726,0.02932708,0.00008068973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5754829,0.005220742,0.00006954592,0.4180796,0.0006390947,0.0002473842,0.000009446831,0.00001670272,0.0002345975],"genre_scores_gemma":[0.9767734,0.0127871,0.000295311,0.009235947,0.0001894882,0.000004008949,0.000002673502,0.000009524653,0.00070248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4088436,"threshold_uncertainty_score":0.2674603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322532916539871,"score_gpt":0.3389586003771226,"score_spread":0.3157332712117239,"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."}}