{"id":"W2035294770","doi":"10.3389/fpubh.2014.00198","title":"Biosecurity in Emerging Life Sciences Technologies, a Canadian Public Health Perspective","year":2014,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Biosecurity; Public health; Front (military); Perspective (graphical); Public opinion; Infectious disease (medical specialty); Biological warfare; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Disease; Geography; Computer science; Politics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02404987,0.00139305,0.001608133,0.007167039,0.006945325,0.01230558,0.003458905,0.011989,0.02258592],"category_scores_gemma":[0.02663034,0.0006391037,0.001071107,0.0057164,0.01280236,0.006702311,0.004826114,0.01297756,0.00195445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07684813,"about_ca_system_score_gemma":0.2479029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9233805,"about_ca_topic_score_gemma":0.9457371,"domain_scores_codex":[0.9909842,0.001339444,0.0005632987,0.0005038428,0.004708972,0.001900256],"domain_scores_gemma":[0.953842,0.009750267,0.001468983,0.0007267884,0.02685515,0.007356856],"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":[0.0001142706,0.0001565797,0.002000948,0.002144441,0.0000659064,0.0005901232,0.001290123,0.0009061716,0.001021991,0.1192232,0.6877407,0.1847456],"study_design_scores_gemma":[0.00003042196,0.00006198674,0.004912432,0.00277332,0.00005596021,0.0002173275,0.002115367,0.0003136,0.0002734665,0.02003758,0.9691307,0.00007792398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0005709312,0.2001933,0.0008460536,0.7603776,0.005670155,0.00004200709,0.0003838703,0.00006118236,0.03185474],"genre_scores_gemma":[0.0367969,0.7593464,0.005637122,0.1623127,0.01055482,0.00006920457,0.0004359367,0.00007616657,0.0247707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07684813,"threshold_uncertainty_score":0.5575748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1288094832554361,"score_gpt":0.4001723825117064,"score_spread":0.2713628992562704,"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."}}