{"id":"W4210830766","doi":"10.29392/001c.30750","title":"Factors contributing to neonatal mortality reduction in three regions in Ghana: a mixed-methods study using the Lives Saved (LiST) modelling tool","year":2022,"lang":"en","type":"article","venue":"Journal of Global Health Reports","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Brown University","keywords":"Psychological intervention; Infant mortality; Medicine; Health facility; Neonatal mortality; Environmental health; Child mortality; Government (linguistics); Geography; Demography; Population; Nursing; Health services; Sociology","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":[0.00412541,0.0006323445,0.0005751167,0.0009336469,0.001080134,0.0009635221,0.0009532174,0.000784964,0.002322855],"category_scores_gemma":[0.007666179,0.0006283003,0.00109533,0.001447762,0.0006463825,0.001042541,0.001254722,0.0007992976,0.0001967897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914507,"about_ca_system_score_gemma":0.002151402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03085196,"about_ca_topic_score_gemma":0.04659393,"domain_scores_codex":[0.9977348,0.001694893,0.0001275735,0.0001502166,0.00006627755,0.0002262074],"domain_scores_gemma":[0.996152,0.002669627,0.0006540631,0.0001235159,0.0002184832,0.0001822617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001804385,0.00522536,0.7468784,0.002468062,0.0007593887,0.002828318,0.152118,0.00412174,0.001740167,0.001868029,0.001477293,0.07871092],"study_design_scores_gemma":[0.0008335009,0.005557282,0.6718851,0.001493261,0.001067962,0.001049569,0.2949029,0.01530669,0.001468132,0.002159231,0.004099207,0.0001772428],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963418,0.0003170718,0.001582839,0.0001725503,0.000003254921,0.0006824663,0.0004836656,0.000006575422,0.0004097716],"genre_scores_gemma":[0.9885679,0.0005597088,0.007672334,0.0001272502,0.000005361191,0.002436608,0.000345178,0.000006987339,0.0002786399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085196,"threshold_uncertainty_score":0.06134474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0772506946946766,"score_gpt":0.4324144836975697,"score_spread":0.3551637890028931,"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."}}