{"id":"W4323901085","doi":"10.47102/annals-acadmedsg.v35n5p361","title":"SARS Revisited: Managing “Outbreaks” With “Communications”","year":2006,"lang":"en","type":"article","venue":"Annals of the Academy of Medicine Singapore","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Outbreak; Public relations; Context (archaeology); Government (linguistics); Medicine; Nature versus nurture; China; Public health; Key (lock); Political science; Computer security; Sociology; Geography; Virology","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":[0.007739016,0.0004043094,0.0003950226,0.0009087057,0.00170274,0.006960308,0.0009448653,0.004020364,0.004795998],"category_scores_gemma":[0.03224818,0.0002133075,0.000414503,0.001048848,0.003314043,0.009462551,0.003781101,0.004012282,0.0002305546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003274609,"about_ca_system_score_gemma":0.003955221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005490303,"about_ca_topic_score_gemma":0.004104269,"domain_scores_codex":[0.9935708,0.004738693,0.0002372209,0.0002638522,0.0005146886,0.000674805],"domain_scores_gemma":[0.9737291,0.01610975,0.006091453,0.0007002886,0.001317602,0.002051859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004365133,0.0003768333,0.03558882,0.000916395,0.0002601953,0.005259742,0.01687307,0.03044719,0.0007416905,0.7034637,0.0463688,0.1592671],"study_design_scores_gemma":[0.0002767535,0.0007459988,0.03067287,0.001486436,0.0001559426,0.002683644,0.04911111,0.06489314,0.001108772,0.7063891,0.1422865,0.0001898369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.317648,0.0126327,0.03154325,0.5337892,0.001152014,0.0001349124,0.0001226977,0.0001640449,0.1028132],"genre_scores_gemma":[0.9910831,0.002381568,0.001765372,0.002552143,0.0004034343,0.00001648598,0.00001484135,0.000008001467,0.001774859],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007739016,"threshold_uncertainty_score":0.04092836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228744523357903,"score_gpt":0.3373047328834441,"score_spread":0.2144302805476538,"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."}}