{"id":"W3040165123","doi":"10.9745/ghsp-d-20-00244","title":"Learning from Community Health Worker Programs, Big and Small","year":2020,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Key (lock); Scale (ratio); Computer science; Knowledge management; Data science; Process management; Business; Computer security; 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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003103637,0.0003649237,0.0008020853,0.00007125447,0.001900064,0.0002836132,0.0003268819,0.0002590033,0.000007880866],"category_scores_gemma":[0.0009927596,0.0003037382,0.00004439958,0.0008415256,0.0006994083,0.0002701479,0.0003875878,0.004462134,0.00004391142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007134712,"about_ca_system_score_gemma":0.004675359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06380447,"about_ca_topic_score_gemma":0.0007364872,"domain_scores_codex":[0.9955989,0.0008770336,0.0005871698,0.0007557683,0.001049098,0.001132064],"domain_scores_gemma":[0.996963,0.0003790079,0.0006998555,0.0004115928,0.0003387943,0.001207733],"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":[0.000521927,0.0001790215,0.0220989,0.002178418,0.0000542722,0.0003417948,0.001610915,3.08733e-7,0.000001101902,0.00009268902,0.5051296,0.4677911],"study_design_scores_gemma":[0.0005831827,0.002118662,0.04057869,0.0009618921,0.00005413674,0.000907567,0.001205217,0.00002579386,1.923358e-7,0.000428456,0.9529303,0.0002059681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01460041,0.005951391,0.00002566003,0.9736587,0.0005504488,0.0009274273,0.00006169228,0.0001414307,0.00408282],"genre_scores_gemma":[0.02094486,0.006114283,0.002789908,0.968207,0.001610758,0.00001151865,0.0001832061,0.00001866223,0.0001197866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4675851,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09315383723444233,"score_gpt":0.3877701385202055,"score_spread":0.2946163012857632,"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."}}