{"id":"W4402992500","doi":"10.3390/ani14192814","title":"Spatial Epidemiology and Its Role in Prevention and Control of Swine Viral Disease","year":2024,"lang":"en","type":"review","venue":"Animals","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Spatial epidemiology; Data science; Geographic information system; Spatial analysis; Computer science; Software; Epidemiology; GIS and public health; Risk analysis (engineering); Data mining; Geography; Cartography; Medicine; Pathology; Remote sensing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000767137,0.0002422551,0.001311431,0.00003922385,0.00003229621,0.000009640197,0.0001175303,0.0001763494,0.0001035866],"category_scores_gemma":[0.0003893531,0.00009090681,0.0002256945,0.0001211403,0.00006912383,0.00004670951,0.0001524412,0.0001416141,0.0000259059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001140293,"about_ca_system_score_gemma":0.00001166243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001504074,"about_ca_topic_score_gemma":0.0001439732,"domain_scores_codex":[0.9980265,0.0005662402,0.0006334864,0.0004553182,0.00005266364,0.0002657478],"domain_scores_gemma":[0.9990201,0.0005660866,0.0002344262,0.00003772517,0.00001417173,0.0001275024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000092642,0.00005188041,0.004464576,0.004027118,0.00009643467,0.00001720673,0.000005402062,1.012293e-7,0.0000743601,0.006628805,0.0002119006,0.9843296],"study_design_scores_gemma":[0.0003037837,0.0009777569,0.1716001,0.004687874,0.002208244,0.000006309236,0.00002579724,0.0004519643,3.887365e-7,0.01825682,0.8009216,0.0005593899],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01424242,0.9845154,0.000002369008,0.0003464283,0.00003991753,0.0005699976,0.0001570759,0.00001987067,0.0001064859],"genre_scores_gemma":[0.2027081,0.7967891,0.000003881285,0.00007399347,0.0001636618,0.00005491473,0.00008428347,0.000001691279,0.000120393],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837702,"threshold_uncertainty_score":0.3707072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06888413142640196,"score_gpt":0.3398285760871427,"score_spread":0.2709444446607407,"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."}}