{"id":"W3009718031","doi":"10.7189/jogh.10.010901","title":"Effective approaches to public engagement with global health topics","year":2020,"lang":"en","type":"review","venue":"Journal of Global Health","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Public health; Public engagement; Public relations; Global health; Community engagement; Social media; Health communication; Health promotion; Political science; Mass media; Sociology; Medicine","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":[0.0302132,0.001256514,0.001248228,0.007456626,0.00304112,0.009661796,0.002690514,0.004800962,0.01311456],"category_scores_gemma":[0.05144915,0.0005729664,0.001907099,0.004230997,0.007248753,0.01150165,0.01521081,0.005868013,0.001625163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006157364,"about_ca_system_score_gemma":0.01617175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540305,"about_ca_topic_score_gemma":0.002018141,"domain_scores_codex":[0.9644679,0.02675305,0.001241035,0.001311123,0.004693032,0.00153395],"domain_scores_gemma":[0.9495404,0.04029141,0.003086077,0.001964854,0.002857744,0.002259572],"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":[0.00008614988,0.0006633682,0.00322559,0.0275264,0.0003612422,0.0004441856,0.05513772,0.0007189985,0.001317823,0.1260015,0.03903854,0.7454785],"study_design_scores_gemma":[0.0002184373,0.0003530799,0.006613471,0.03881072,0.0004976131,0.0003733287,0.04283831,0.0006783088,0.001441719,0.134446,0.7736571,0.00007193088],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03949944,0.1816363,0.08343615,0.4077002,0.006950498,0.004159468,0.0005453922,0.0009825001,0.27509],"genre_scores_gemma":[0.6129499,0.1488115,0.1485966,0.05620597,0.004999758,0.009230277,0.0006266652,0.0002984354,0.01828093],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0302132,"threshold_uncertainty_score":0.1597846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.25840821479451,"score_gpt":0.4705604132071981,"score_spread":0.2121521984126881,"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."}}