{"id":"W2781522741","doi":"10.14745/ccdr.v44i01a03","title":"Canada’s Pandemic Influenza Preparedness: Laboratory strategy","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Pandemic; Preparedness; Influenza pandemic; Public health; Personal protective equipment; Medicine; Medical emergency; Political science; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Nursing; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009672705,0.001515399,0.0006032909,0.003361359,0.009289715,0.009171087,0.005119395,0.006488119,0.01888418],"category_scores_gemma":[0.01338085,0.0009557907,0.001218961,0.003238163,0.003314665,0.003133535,0.004213461,0.004621472,0.005423552],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1711662,"about_ca_system_score_gemma":0.673235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991392,"about_ca_topic_score_gemma":0.9932936,"domain_scores_codex":[0.9871987,0.001099822,0.0003523189,0.0005091156,0.007560903,0.003279141],"domain_scores_gemma":[0.9766446,0.0008064205,0.0005343235,0.0003063073,0.01375113,0.007957236],"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":[0.00005414017,0.0001006005,0.002433403,0.0004895132,0.00002176602,0.000206529,0.0004106602,0.0004605892,0.0006663207,0.02015015,0.9254227,0.0495837],"study_design_scores_gemma":[0.00004850226,0.00005539095,0.006944787,0.0003983076,0.00001889261,0.00006310022,0.0007239929,0.0003521219,0.0004334927,0.001385414,0.9895208,0.00005518268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005634727,0.02055423,0.006252779,0.676748,0.007851038,0.00310026,0.01491822,0.001889036,0.2630518],"genre_scores_gemma":[0.09086666,0.03358874,0.0628276,0.4106065,0.001830266,0.001923696,0.02059605,0.0006640852,0.3770965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8288338,"threshold_uncertainty_score":0.9613298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0776376126277469,"score_gpt":0.3668262680510569,"score_spread":0.2891886554233101,"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."}}