{"id":"W4213086401","doi":"10.1098/rsos.211687","title":"Food security and emerging infectious disease: risk assessment and risk management","year":2022,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Risk management; Risk assessment; Disease; Risk analysis (engineering); Food security; Infectious disease (medical specialty); Business; Intensive care medicine; Computer science; Medicine; Biology; Computer security; Agriculture; Pathology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03089303,0.001694768,0.001762119,0.006918471,0.00198025,0.01211282,0.001883296,0.004785115,0.006444841],"category_scores_gemma":[0.05009456,0.0006878391,0.001206472,0.003391849,0.005027679,0.007948847,0.007391698,0.004792321,0.001625559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006279643,"about_ca_system_score_gemma":0.01438196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006287929,"about_ca_topic_score_gemma":0.006140579,"domain_scores_codex":[0.9741831,0.01744618,0.001726349,0.0008854697,0.005298886,0.0004601083],"domain_scores_gemma":[0.9711548,0.01604791,0.004062222,0.001555382,0.006050691,0.001129032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001360347,0.0003990575,0.02021559,0.002563327,0.0003763493,0.0004647499,0.002245953,0.02588375,0.0006362482,0.2915337,0.08151433,0.5740309],"study_design_scores_gemma":[0.00003891514,0.000430762,0.0113563,0.007759485,0.0001848749,0.00127892,0.006846615,0.04258176,0.001089658,0.6544027,0.2737812,0.0002487178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02024876,0.1385589,0.3249343,0.3513646,0.003331666,0.002436751,0.001661113,0.0007233357,0.1567406],"genre_scores_gemma":[0.4517384,0.1833474,0.3191635,0.01211453,0.004751903,0.002136263,0.001520043,0.0001835478,0.02504439],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03089303,"threshold_uncertainty_score":0.1633799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150958928319389,"score_gpt":0.3272030304053943,"score_spread":0.3156934411222004,"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."}}