{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004032727,0.0003194321,0.001786616,0.00008700599,0.0005714499,0.0002821386,0.0005975693,0.0001569082,0.00003724384],"category_scores_gemma":[0.0004981019,0.0002210321,0.0003244301,0.001472059,0.00007579763,0.000393903,0.00008353384,0.0005798096,0.00005771899],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0115603,"about_ca_system_score_gemma":0.02501497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006151499,"about_ca_topic_score_gemma":0.001543038,"domain_scores_codex":[0.994799,0.001729304,0.001256795,0.0002111417,0.001260648,0.0007431246],"domain_scores_gemma":[0.9953061,0.00007982609,0.0021488,0.0001795112,0.0001783951,0.0021074],"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":[0.00001586953,0.00005772374,0.00001310504,0.0020124,0.00009978633,0.000006469007,0.002787002,0.000001541903,2.809083e-11,0.03543895,0.02231465,0.9372525],"study_design_scores_gemma":[0.0002480855,0.001267456,0.0001706847,0.002996586,0.00004688266,0.00007664834,0.002056328,0.000001520409,1.388523e-9,0.0001544321,0.9928184,0.000163009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005154342,0.9323121,0.002719005,0.04763995,0.0007724656,0.00199887,0.0001201107,0.00003675879,0.01439564],"genre_scores_gemma":[0.0001568449,0.9900497,0.003091142,0.005377199,0.001254148,0.000005318218,0.000009316325,0.00001129434,0.00004506182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9705037,"threshold_uncertainty_score":0.9922342,"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."}}