{"id":"W2329103016","doi":"10.3201/eid2107.141829","title":"Readability of Ebola Information on Websites of Public Health Agencies, United States, United Kingdom, Canada, Australia, and Europe","year":2015,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Public health; Kingdom; Public information; Ebolavirus; Political science; Medicine; Library science; Geography; Ebola virus; Environmental health; Public administration; Virology; Computer science; Biology; Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002244643,0.0001927049,0.0003868938,0.0005747483,0.0004589338,0.00002342963,0.0001448039,0.00008177573,0.0002971476],"category_scores_gemma":[0.003746501,0.0001683785,0.0000349325,0.001435827,0.0001270885,0.001114523,0.00009537059,0.000362575,0.00002787437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000660499,"about_ca_system_score_gemma":0.003367538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5785727,"about_ca_topic_score_gemma":0.04896981,"domain_scores_codex":[0.9956598,0.001299561,0.001872381,0.0001691386,0.0004978992,0.0005012264],"domain_scores_gemma":[0.9953378,0.0005343299,0.001378838,0.0004143528,0.001665525,0.0006691797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008681648,0.0001513391,0.9422586,0.002307401,0.0000324422,4.253255e-7,0.005021293,0.0007419596,0.000001270347,0.002397746,0.04485051,0.002150211],"study_design_scores_gemma":[0.0008101111,0.0003041032,0.422585,0.0002830654,0.00001684706,9.614033e-7,0.002866277,0.00379217,0.00001534979,0.0001957118,0.5689262,0.0002042516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952335,0.00005211044,0.0003492452,0.0009703172,0.0004025408,0.0006816182,0.0008279457,0.0001069344,0.001375801],"genre_scores_gemma":[0.9939595,0.00004584485,0.00006146423,0.004031931,0.00003945789,0.00003391038,0.001674682,0.0000102833,0.0001429257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5296029,"threshold_uncertainty_score":0.968384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1308875721280423,"score_gpt":0.4103212038724302,"score_spread":0.279433631744388,"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."}}