{"id":"W2900062481","doi":"10.1186/s12992-018-0422-1","title":"Using equitable impact sensitive tool (EQUIST) to promote implementation of evidence informed policymaking to improve maternal and child health outcomes: a focus on six West African Countries","year":2018,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; UNICEF","keywords":"Psychological intervention; Medicine; Population; Environmental health; Child mortality; Developing country; Health services research; Public health; Health policy; Health facility; Socioeconomics; Focus group; Economic growth; Nursing; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627914,0.000201306,0.0004832043,0.0001786236,0.0003429071,0.00006192386,0.00004850558,0.00004386051,0.0000264778],"category_scores_gemma":[0.000072904,0.0001475146,0.00003214603,0.0003195046,0.00004946364,0.000164629,0.0000868234,0.00006834891,0.000008235004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000842244,"about_ca_system_score_gemma":0.0008843119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03801955,"about_ca_topic_score_gemma":0.004418752,"domain_scores_codex":[0.998085,0.00005591518,0.0006012384,0.000293634,0.0003657161,0.0005985104],"domain_scores_gemma":[0.9987034,0.00001958475,0.0003436377,0.00015982,0.0002447221,0.0005287949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001635781,0.0001095636,0.9276628,0.002548064,0.0001102429,0.000006409291,0.01394165,0.00003917627,0.0002669788,0.01444605,0.001042641,0.03819061],"study_design_scores_gemma":[0.001282517,0.004937241,0.9890173,0.002033066,0.00002077286,0.00008741811,0.0008101418,0.0001563308,0.0005453691,0.0001220303,0.0008342823,0.0001535315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727862,0.0001013134,0.001581255,0.02311375,0.0001095611,0.001736479,0.0002747344,0.00003866856,0.0002580511],"genre_scores_gemma":[0.9763822,0.0002065363,0.001251192,0.02196811,0.0001429496,0.000006979465,0.00001285823,0.00001349399,0.00001567851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06135447,"threshold_uncertainty_score":0.9683864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06999710211666223,"score_gpt":0.4491374568171128,"score_spread":0.3791403547004506,"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."}}