{"id":"W4410039851","doi":"10.1136/bmjgh-2024-018610","title":"Operationalising an integrated mortality transition framework for programmatic priority setting across maternal and newborn health","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health","funders":"Institute for Health Metrics and Evaluation; World Health Organization","keywords":"Benchmarking; Context (archaeology); Resource (disambiguation); Process management; Business; Global health; Sustainable development; Environmental resource management; Public health; Public relations; Medicine; Computer science; Political science; Geography; Nursing; Economics; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1259914,0.001680904,0.001075467,0.01218172,0.00437531,0.01543674,0.006746124,0.003599147,0.008525165],"category_scores_gemma":[0.1026886,0.0008613832,0.002943169,0.008550942,0.007598402,0.01331075,0.01419317,0.008735849,0.001869232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02407495,"about_ca_system_score_gemma":0.06692334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0252187,"about_ca_topic_score_gemma":0.038795,"domain_scores_codex":[0.9326476,0.05083314,0.004556198,0.0029021,0.0056679,0.003393163],"domain_scores_gemma":[0.9337547,0.03472071,0.00496055,0.004228761,0.01478135,0.007553861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001547455,0.000481005,0.01198974,0.002688877,0.0002719147,0.00043197,0.02251709,0.02515569,0.0007971176,0.6968134,0.03379292,0.2049055],"study_design_scores_gemma":[0.000159096,0.0005128112,0.008450727,0.006606399,0.0002321316,0.0004401146,0.03027654,0.03558173,0.00163931,0.6803351,0.2355292,0.0002368078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01349529,0.001845573,0.8281123,0.07485663,0.0008796258,0.004862935,0.00227442,0.002071238,0.07160205],"genre_scores_gemma":[0.1185336,0.0008593586,0.870376,0.002497617,0.0001347206,0.003227496,0.00194011,0.0001772638,0.002253806],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1259914,"threshold_uncertainty_score":0.6663144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884455960774757,"score_gpt":0.4639711777086277,"score_spread":0.4351266181008802,"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."}}