{"id":"W4413489854","doi":"10.64628/aam.4r6yusmfa","title":"Without a One Health plan, Canada is vulnerable to future pandemics","year":2024,"lang":"en","type":"article","venue":"","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pandemic; Plan (archaeology); Health plan; Coronavirus disease 2019 (COVID-19); Political science; Environmental planning; Business; Geography; Medicine; Health care; Archaeology; Law","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":[0.003048681,0.000835904,0.0008173434,0.001147255,0.01201756,0.008935146,0.002430072,0.008370905,0.0280486],"category_scores_gemma":[0.01135583,0.0004541897,0.00153593,0.0008535709,0.004867151,0.004368907,0.005081057,0.01377379,0.002401466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03873964,"about_ca_system_score_gemma":0.2955328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9175216,"about_ca_topic_score_gemma":0.9594975,"domain_scores_codex":[0.9948144,0.0004613932,0.0001337733,0.0002489156,0.00151855,0.00282302],"domain_scores_gemma":[0.9853952,0.0007169807,0.0005164174,0.0002774319,0.003351743,0.009742348],"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":[0.0001625309,0.0002004009,0.01054775,0.0002202758,0.0001433813,0.0009160635,0.0008451624,0.001142148,0.0007220795,0.04466636,0.8822995,0.05813421],"study_design_scores_gemma":[0.0001454014,0.0001689837,0.01927898,0.00103281,0.0001323111,0.0004281878,0.00859434,0.001093004,0.0003565448,0.02494019,0.9436085,0.00022074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007143239,0.00372698,0.0007312089,0.9506893,0.005115855,0.00007099936,0.000740461,0.0001785707,0.03160343],"genre_scores_gemma":[0.253378,0.01734407,0.008148541,0.6277171,0.004042727,0.0001643345,0.002458794,0.0001932387,0.0865533],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0824784,"threshold_uncertainty_score":0.281077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615293115858486,"score_gpt":0.3122908189508118,"score_spread":0.286137887792227,"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."}}