{"id":"W3195726849","doi":"10.3389/fnut.2021.644320","title":"Providing Measurement, Evaluation, Accountability, and Leadership Support (MEALS) for Non-communicable Diseases Prevention in Ghana: Project Implementation Protocol","year":2021,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"International Development Research Centre; World Health Organization","keywords":"Accountability; Non-communicable disease; Context (archaeology); Business; Promotion (chess); Health promotion; Public health; Protocol (science); Participatory action research; Psychological intervention; Medicine; Environmental health; Public relations; Economic growth; Political science; Nursing; Economics; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003341412,0.0001523381,0.0003380505,0.0003626289,0.0001620457,0.0001483747,0.000123266,0.0001034157,0.00003755836],"category_scores_gemma":[0.0006714224,0.0001662682,0.00005931689,0.0005760903,0.00004291645,0.001285004,0.00008566803,0.00011661,0.000001578612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004778543,"about_ca_system_score_gemma":0.0002813271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263198,"about_ca_topic_score_gemma":0.003687272,"domain_scores_codex":[0.9980355,0.0001728215,0.0006353825,0.0003707634,0.0003135566,0.0004720142],"domain_scores_gemma":[0.9990056,0.00004372296,0.0002586495,0.0002036687,0.0004697018,0.00001872867],"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":[0.0004540842,0.001198695,0.2774532,0.01580177,0.00003840846,0.000001802698,0.0003106836,0.0000680483,0.0001095625,0.00105765,0.6790927,0.02441339],"study_design_scores_gemma":[0.03494309,0.0003360545,0.08821683,0.002302157,0.0002834577,0.000006279686,0.08048494,0.09668059,0.0002184805,0.07273623,0.6225976,0.001194245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2186743,0.003313855,0.02213014,0.0616894,0.003440398,0.6838856,0.0001942648,0.0004315217,0.006240554],"genre_scores_gemma":[0.574077,0.0001384634,0.008894653,0.007106293,0.001231545,0.4065828,0.00184564,0.00006625776,0.00005731951],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3554026,"threshold_uncertainty_score":0.6780221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2225012994241147,"score_gpt":0.4189680084232862,"score_spread":0.1964667089991715,"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."}}