{"id":"W4408441121","doi":"10.4337/9781800885981.00015","title":"Integrating development and research for maternal health: Mozambique-Canada Maternal Health Project","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maternal health; Geography; Economic growth; Environmental health; Medicine; Health services; Population; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005621844,0.0005014552,0.001131641,0.0012858,0.0008579197,0.00217281,0.0007091782,0.0003931473,0.00006478689],"category_scores_gemma":[0.0006802045,0.0005137861,0.0001412735,0.0000701162,0.0001109986,0.0003601418,0.0003960236,0.001378494,0.00001585262],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870752,"about_ca_system_score_gemma":0.006904269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1962662,"about_ca_topic_score_gemma":0.1655601,"domain_scores_codex":[0.9959628,0.00008661379,0.001604225,0.0009187698,0.0003021771,0.001125401],"domain_scores_gemma":[0.9976375,0.0004084518,0.0009236466,0.0004541038,0.0002131273,0.0003632256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001568675,0.0000144604,0.0008311914,0.001592224,0.000277821,0.00001826588,0.002817984,5.196026e-7,9.704477e-7,0.3763012,0.4467928,0.1711957],"study_design_scores_gemma":[0.0004516063,0.0001676396,0.0003704014,0.001241678,0.000003246024,0.00001783499,0.0001412966,0.00006037094,0.00005074765,0.01440069,0.9826438,0.0004506242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003725627,0.007460661,0.001987417,0.01390552,0.002775518,0.003360473,0.002418243,0.0002042628,0.9641623],"genre_scores_gemma":[0.004813285,0.0002346038,0.010152,0.002069259,0.0006606747,0.0001628339,0.0001688237,0.0001556615,0.9815829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5358511,"threshold_uncertainty_score":0.9997314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101079669775473,"score_gpt":0.3230956829388265,"score_spread":0.2129877159612791,"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."}}