{"id":"W4206901333","doi":"10.2196/30085","title":"Readability of Korean-Language COVID-19 Information from the South Korean National COVID-19 Portal Intended for the General Public: Cross-sectional Infodemiology Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Readability; Paragraph; The Internet; Test (biology); Reading (process); Coronavirus disease 2019 (COVID-19); Computer science; Medicine; World Wide Web; Linguistics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001499606,0.0002571736,0.000375413,0.002261336,0.0004306544,0.0009830638,0.0003378287,0.0004278247,0.00252394],"category_scores_gemma":[0.007459118,0.0002345845,0.0005471029,0.001797418,0.0003715974,0.00150461,0.0008618992,0.0005552121,0.0005275647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005526098,"about_ca_system_score_gemma":0.0003571863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004419446,"about_ca_topic_score_gemma":0.004419104,"domain_scores_codex":[0.9987426,0.0002539108,0.0003454672,0.0002452495,0.0002820342,0.0001306774],"domain_scores_gemma":[0.9923277,0.0014556,0.00408502,0.0003503211,0.001245844,0.0005353591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009469969,0.00008250005,0.9951237,0.00008651465,0.00004346784,0.0001153472,0.001651136,0.00001650051,0.0002747393,0.0000175574,0.0003025533,0.002191252],"study_design_scores_gemma":[0.000005171012,0.0001115318,0.9971615,0.00002822877,0.0000244658,0.0001923003,0.001773004,0.00008991719,0.0001524713,0.00001531792,0.0004392337,0.000006922952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982256,0.0001858293,0.00006297975,0.00005232834,0.0000042149,0.00003819842,0.0007891543,0.000005227759,0.0006365459],"genre_scores_gemma":[0.9986053,0.000123666,0.0001064077,0.00005818893,0.000007489188,0.00004179465,0.0007665601,0.000004775291,0.0002858287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004419446,"threshold_uncertainty_score":0.008787453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676254627508831,"score_gpt":0.5932435140507624,"score_spread":0.3256180512998793,"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."}}