{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005624592,0.0002025164,0.0003914062,0.008506166,0.0006111343,0.001728484,0.0003212959,0.0004177407,0.005919985],"category_scores_gemma":[0.06921966,0.0001230977,0.000481593,0.004226455,0.0005388162,0.002375367,0.0009603107,0.0005161224,0.0006188969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321088,"about_ca_system_score_gemma":0.001430905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03583875,"about_ca_topic_score_gemma":0.04968518,"domain_scores_codex":[0.9955091,0.001706701,0.0008881908,0.0002511949,0.001394833,0.0002499928],"domain_scores_gemma":[0.9037033,0.06054418,0.01158553,0.00207532,0.02094504,0.001146705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006892392,0.0001734184,0.667662,0.007354956,0.0003389267,0.0008097009,0.03560945,0.0005033933,0.002535242,0.001360018,0.02015414,0.2628094],"study_design_scores_gemma":[0.00001535108,0.0001314935,0.9321906,0.003012503,0.0002040015,0.0006036082,0.01162196,0.0007154107,0.001813885,0.0006040637,0.04901964,0.00006736109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333747,0.006738831,0.001823617,0.001583439,0.000161341,0.000348826,0.02365949,0.0001872446,0.03212254],"genre_scores_gemma":[0.9822673,0.003192011,0.002367103,0.0006008801,0.00008460052,0.0001693412,0.007758729,0.0001117436,0.003448315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03583875,"threshold_uncertainty_score":0.07126027,"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."}}