{"id":"W2156587545","doi":"10.3402/gha.v2i0.1947","title":"Towards reduction of maternal and perinatal mortality in rural Burkina Faso: communities are not empty vessels","year":2009,"lang":"en","type":"article","venue":"Global Health Action","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Psychological intervention; Context (archaeology); Medicine; Intervention (counseling); Environmental health; Demography; Geography; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002278634,0.0001274473,0.0003381452,0.00005224075,0.00009884962,0.00001242103,0.00005213046,0.00008347527,0.00001540356],"category_scores_gemma":[0.000007802734,0.00011587,0.00003753534,0.0001367167,0.00005893424,0.0001460618,0.00002190905,0.0001992742,0.000002791278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972108,"about_ca_system_score_gemma":0.0001332737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618097,"about_ca_topic_score_gemma":0.0006284417,"domain_scores_codex":[0.9988639,0.00008507651,0.0003795054,0.0001218562,0.0002639732,0.0002856297],"domain_scores_gemma":[0.9993916,0.000003711104,0.0001997534,0.0001571962,0.00007005208,0.0001776486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00160757,0.0002598183,0.8510245,0.001486183,0.00002161996,0.00001871042,0.0005567436,0.00001269153,0.000318754,0.001899146,0.0002275522,0.1425667],"study_design_scores_gemma":[0.0008636569,0.0006150559,0.994607,0.000439044,0.00001078126,0.000431391,0.001209574,0.00005685294,0.0004055967,0.001127951,0.0001644939,0.00006865031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948537,0.0003386853,0.00001247343,0.003532725,0.0003913941,0.0002798462,0.00008396352,0.00004319421,0.000464058],"genre_scores_gemma":[0.9979382,0.0008237776,0.00009407714,0.0009455397,0.0001515233,0.000003561309,0.00002484071,0.000003811109,0.00001466318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1435824,"threshold_uncertainty_score":0.9803038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349340928961987,"score_gpt":0.3705855403493631,"score_spread":0.3356514474531644,"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."}}