{"id":"W2781671607","doi":"10.14745/ccdr.v44i01a02","title":"Canadian Pandemic Influenza Preparedness: Health sector planning guidance","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Disaster Response and Management","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Preparedness; Pandemic; Government (linguistics); Business; Public relations; Action plan; Political science; Environmental planning; Medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Geography; Disease; Economics; Management","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001270615,0.0002378795,0.0003887808,0.0001324345,0.001957145,0.00002573347,0.0007103636,0.00007345004,0.0007553641],"category_scores_gemma":[0.0005005389,0.0002407231,0.00005748091,0.0002894739,0.0000930837,0.0001430635,0.0004062299,0.0004236952,0.00006212074],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782445,"about_ca_system_score_gemma":0.04163194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991259,"about_ca_topic_score_gemma":0.998514,"domain_scores_codex":[0.9964272,0.0006919944,0.0009155619,0.0004025107,0.000435644,0.001127042],"domain_scores_gemma":[0.9949792,0.0001730989,0.0004481519,0.002341612,0.0002663349,0.001791594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001691762,0.00003016424,0.3540626,0.0002817053,0.00009361176,0.001068489,0.00394158,0.0000424264,0.000003434745,0.0003818132,0.6393114,0.0006136573],"study_design_scores_gemma":[0.0003456548,0.00002586001,0.05718414,0.0005886902,0.00002351087,0.00001206021,0.00512916,0.0001167475,4.32515e-7,0.0001167801,0.9362158,0.0002411331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992135,0.005498532,0.0001199857,0.004244267,0.002010182,0.002061139,0.000296662,0.0003160528,0.1862396],"genre_scores_gemma":[0.9538885,0.000038541,0.0001087733,0.03044186,0.0002313022,0.0002951724,0.0001639438,0.00005305082,0.01477889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2969044,"threshold_uncertainty_score":0.9993421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127276286498766,"score_gpt":0.4365760791494594,"score_spread":0.3238484504995828,"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."}}