{"id":"W3118697954","doi":"10.1186/s13690-020-00513-z","title":"Equipping community health workers with digital tools for pandemic response in LMICs","year":2021,"lang":"en","type":"article","venue":"Archives of Public Health","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":174,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Operationalization; Digital health; Health care; Pandemic; Workflow; Knowledge management; Medicine; Public relations; Business; Nursing; Computer science; Coronavirus disease 2019 (COVID-19); Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008504545,0.001015602,0.0003321983,0.001086032,0.004166244,0.004311622,0.002344865,0.002608794,0.02581826],"category_scores_gemma":[0.01539532,0.0003715124,0.0005906319,0.0006038506,0.002261812,0.003475528,0.009140114,0.002635321,0.004016364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202833,"about_ca_system_score_gemma":0.01116398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828983,"about_ca_topic_score_gemma":0.00566793,"domain_scores_codex":[0.995242,0.003143521,0.0001320355,0.0001910186,0.0003037596,0.0009877619],"domain_scores_gemma":[0.9898913,0.003901035,0.001023996,0.0004723697,0.001249105,0.003462237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007207857,0.002773437,0.05351397,0.007808587,0.0001503482,0.006038495,0.06653663,0.001295403,0.008384037,0.004743115,0.08289955,0.7651355],"study_design_scores_gemma":[0.0008768135,0.005355322,0.06200353,0.0218115,0.0002907589,0.002591464,0.3204966,0.003254459,0.008254059,0.01679952,0.5579342,0.0003318754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5717576,0.01480261,0.02447915,0.2130649,0.003503906,0.006309506,0.0009899436,0.001702794,0.1633895],"genre_scores_gemma":[0.9127643,0.008731142,0.03685918,0.02366084,0.0008727753,0.00289417,0.0003987702,0.0001207028,0.01369807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02581826,"threshold_uncertainty_score":0.08637071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1625589946696702,"score_gpt":0.3478086095567182,"score_spread":0.1852496148870479,"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."}}