{"id":"W4401842978","doi":"10.1016/j.puhe.2024.07.023","title":"Examining the role of community health workers amid extreme weather events in low- and middle-income countries: a scoping review","year":2024,"lang":"en","type":"review","venue":"Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Guelph; Public Health Ontario; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Extreme weather; Community health workers; Community health; Population health; Low and middle income countries; Environmental health; Population; Economic growth; Business; Climate change; Medicine; Developing country; Health care; Health services; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01146003,0.0004554189,0.002252433,0.0001940323,0.0004121634,0.00004906061,0.0006325529,0.0001663732,0.0003418092],"category_scores_gemma":[0.0002940866,0.0003053977,0.0001314306,0.001165793,0.0002049574,0.0002110299,0.000650165,0.001247547,0.0001324055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754873,"about_ca_system_score_gemma":0.001486194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008962831,"about_ca_topic_score_gemma":0.008554361,"domain_scores_codex":[0.9937426,0.002317338,0.00180072,0.000419881,0.0005398892,0.001179521],"domain_scores_gemma":[0.996743,0.0006561652,0.001096238,0.000853351,0.00001308359,0.0006382242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001341021,0.00005993891,0.002630796,0.4859925,0.00001459243,9.583163e-7,0.003202123,1.086736e-7,2.417003e-9,0.00001638747,0.000400057,0.5076812],"study_design_scores_gemma":[0.0001026229,0.0001163834,0.001070028,0.7328789,0.00003227257,0.0000210548,0.0007526731,0.000004816401,3.945459e-9,0.00005418462,0.2647745,0.0001925455],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003327582,0.989335,0.000002056955,0.006017705,0.0001420952,0.003522426,0.00007647286,0.00004210554,0.0005293687],"genre_scores_gemma":[0.0002737751,0.994212,0.00003446105,0.004988097,0.00005535213,0.0002599318,0.00005613335,0.00006513636,0.00005516559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5074887,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3168284289058243,"score_gpt":0.418602432625466,"score_spread":0.1017740037196417,"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."}}