{"id":"W2949605785","doi":"10.14745/ccdr.v45i06a03","title":"Canadian pandemic influenza preparedness: Public health measures strategy","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Public health; Preparedness; Pandemic; Environmental health; Medicine; Public relations; Business; Political science; Disease; Infectious disease (medical specialty); Nursing; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002920623,0.0002626704,0.0005259599,0.000200615,0.001826915,0.00004954907,0.0007711102,0.0001658263,0.001401307],"category_scores_gemma":[0.001014034,0.0002612567,0.00007208178,0.0004954695,0.00005217204,0.0003095889,0.0001839769,0.0009180096,0.0001067989],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01024772,"about_ca_system_score_gemma":0.2893193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990973,"about_ca_topic_score_gemma":0.9993264,"domain_scores_codex":[0.9945235,0.001131775,0.001302987,0.0004189404,0.00064317,0.001979642],"domain_scores_gemma":[0.9912145,0.0003211895,0.0006389211,0.002600079,0.0006189399,0.00460634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001308814,0.00004280281,0.683347,0.0003870229,0.00004462522,0.00004301307,0.001428937,0.00008049986,0.000001129286,0.001280723,0.3113476,0.001983584],"study_design_scores_gemma":[0.0002742686,0.0000156573,0.1602288,0.0001288693,0.000007621553,0.00001406662,0.007965648,0.0001262399,3.819276e-8,0.0001196381,0.8309049,0.00021425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8679023,0.004027076,0.000006941653,0.04293226,0.002664605,0.002296631,0.0003017313,0.000211832,0.07965665],"genre_scores_gemma":[0.9519207,0.0002710388,0.0000190747,0.03806154,0.000213341,0.000330324,0.0005924145,0.00005228816,0.008539269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5231182,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565637547049173,"score_gpt":0.4431661557331877,"score_spread":0.2866024010282704,"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."}}