{"id":"W1711791871","doi":"","title":"S ARS Unmasked: Risk Communication of Pandemics and Influenza in Canada (review)","year":2011,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Risk communication; Influenza pandemic; Virology; Coronavirus disease 2019 (COVID-19); Pandemic influenza; Medicine; Environmental health; Disease; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006090457,0.001194896,0.002705346,0.003426403,0.001150706,0.003316728,0.002088715,0.00248984,0.003533436],"category_scores_gemma":[0.02445372,0.0005347023,0.002658783,0.004224419,0.001012805,0.001797515,0.001313538,0.002520943,0.0003167378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0142654,"about_ca_system_score_gemma":0.06492148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.74336,"about_ca_topic_score_gemma":0.8472127,"domain_scores_codex":[0.9966709,0.0008828982,0.0004488685,0.0001893727,0.001532632,0.0002752631],"domain_scores_gemma":[0.9840214,0.007718395,0.00300139,0.0002170568,0.004269885,0.0007719772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003723677,0.00006277529,0.005892369,0.05874489,0.002248646,0.000272038,0.0007992561,0.001032964,0.0001466002,0.001082952,0.03728646,0.8920587],"study_design_scores_gemma":[0.0010511,0.0007177177,0.08833716,0.3371107,0.01388582,0.002378963,0.00369127,0.002102125,0.001147384,0.00278506,0.5464314,0.0003613408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009962471,0.9932309,0.0001905528,0.00371533,0.0003697626,0.00004806432,0.000214832,0.0000140514,0.001220122],"genre_scores_gemma":[0.0168864,0.9798524,0.000694114,0.001501568,0.000317385,0.00003854607,0.0001993171,0.000003995077,0.0005062763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.25664,"threshold_uncertainty_score":0.5163028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119790843497012,"score_gpt":0.249233336766106,"score_spread":0.2280354283311358,"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."}}