{"id":"W2153281489","doi":"10.1186/1471-2458-10-561","title":"Surfing the web during pandemic flu: availability of World Health Organization recommendations on prevention","year":2010,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Medicine; Pandemic; The Internet; Internet privacy; Health information; Biostatistics; World Wide Web; Environmental health; Medical emergency; Public relations; Coronavirus disease 2019 (COVID-19); Health care; Computer science; Infectious disease (medical specialty); Nursing; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01868889,0.0002046492,0.0004510354,0.0003682713,0.002878414,0.00004896284,0.0004156812,0.0001751475,0.002928027],"category_scores_gemma":[0.00460799,0.000152092,0.00007637046,0.001798137,0.00009498979,0.001125673,0.0001410426,0.001746699,0.0002206521],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008687766,"about_ca_system_score_gemma":0.009126688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006877017,"about_ca_topic_score_gemma":0.009185703,"domain_scores_codex":[0.9913592,0.003397262,0.003444386,0.0004016394,0.0004527349,0.0009447316],"domain_scores_gemma":[0.9938484,0.001444652,0.002373578,0.00103427,0.0007713282,0.0005277512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003042949,0.000300872,0.9433208,0.002029351,0.000008466177,2.002511e-8,0.006746159,0.000005820255,0.00004815047,0.009328204,0.01107764,0.02710414],"study_design_scores_gemma":[0.0009664592,0.00008891497,0.8331898,0.0002771198,0.000002306914,0.000001443818,0.001563092,0.0008178659,0.00001301104,0.0003621425,0.1625725,0.0001453192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303731,0.00003871611,0.003596506,0.05858079,0.001808756,0.002656133,0.0001200038,0.000315238,0.00251078],"genre_scores_gemma":[0.9850732,0.0001405962,0.003289978,0.009497141,0.0003257643,0.0001304884,0.0003286068,0.0000313021,0.001182939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514949,"threshold_uncertainty_score":0.9984197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102109155072929,"score_gpt":0.4542527965942627,"score_spread":0.3440418810869698,"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."}}