{"id":"W3126346443","doi":"10.9745/ghsp-d-20-00459","title":"Health for the People: Past, Current, and Future Contributions of National Community Health Worker Programs to Achieving Global Health Goals","year":2021,"lang":"en","type":"article","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Global health; Pace; Public relations; Pandemic; Economic growth; Population; Community health; Medicine; Business; Public health; Nursing; Environmental health; Political science; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0104799,0.0002315361,0.0007060717,0.00004954675,0.003206995,0.0001390629,0.0002626838,0.00005813339,0.000004287129],"category_scores_gemma":[0.001207451,0.0001717109,0.00006373576,0.002004506,0.0003290261,0.0003904722,0.0002509468,0.000519226,0.000002898949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899193,"about_ca_system_score_gemma":0.01722886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009320468,"about_ca_topic_score_gemma":0.005340254,"domain_scores_codex":[0.9956436,0.0007048969,0.0008553326,0.0005028568,0.001154802,0.001138534],"domain_scores_gemma":[0.9951254,0.0004911615,0.0007699163,0.0003912887,0.001680895,0.001541396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008110311,0.00119787,0.06628914,0.002324641,0.00005343951,0.000001579062,0.002255796,0.000006863699,0.000001919976,0.06029459,0.04279044,0.8239727],"study_design_scores_gemma":[0.001287416,0.001920531,0.5912003,0.000716366,0.00001920904,0.0008783359,0.00517029,0.00005584707,6.480735e-7,0.001025983,0.397598,0.0001271448],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03494599,0.05005409,0.001970189,0.9072148,0.00100502,0.002954164,0.001277748,0.00005984044,0.0005181635],"genre_scores_gemma":[0.7984975,0.02186191,0.00763139,0.1707857,0.0009502387,0.00008685691,0.000155529,0.00001217328,0.00001878089],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8238456,"threshold_uncertainty_score":0.9980907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0432794492662383,"score_gpt":0.4643106120157231,"score_spread":0.4210311627494848,"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."}}