{"id":"W2805595518","doi":"10.1111/tbed.12878","title":"DISCONTOOLS supplement: Current research gaps for advancing control of infectious diseases in production animals","year":2018,"lang":"en","type":"article","venue":"Transboundary and Emerging Diseases","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"H2020 European Research Council; European Commission","keywords":"Animal health; Infectious disease (medical specialty); Public health; Disease control; Disease; Business; Knowledge management; Biotechnology; Medicine; Biology; Computer science; Veterinary medicine","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":[0.01278922,0.001474879,0.003746714,0.01561004,0.001336622,0.008783836,0.004242743,0.004779881,0.249919],"category_scores_gemma":[0.08838116,0.0009444827,0.001798409,0.0124862,0.0009986246,0.006505443,0.007507141,0.002758897,0.06864572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004014567,"about_ca_system_score_gemma":0.01549246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082652,"about_ca_topic_score_gemma":0.01801793,"domain_scores_codex":[0.9914489,0.001595921,0.001896392,0.0004102484,0.003987035,0.0006615148],"domain_scores_gemma":[0.8530496,0.07731426,0.0128407,0.006373233,0.04197168,0.008450491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007376284,0.00002754432,0.0001488062,0.003138202,0.00001572313,0.00002127545,0.0000637889,0.00004535513,0.0001003936,0.0006107319,0.966948,0.02880639],"study_design_scores_gemma":[0.00004774505,0.00002493348,0.0008328894,0.003143972,0.00003124873,0.00004373025,0.00008030524,0.00005871112,0.0001047375,0.001295962,0.9943118,0.00002386152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002089367,0.04782564,0.008385458,0.1351264,0.06867462,0.003922315,0.5961677,0.008865183,0.1289433],"genre_scores_gemma":[0.01376897,0.09336485,0.04330679,0.07372942,0.06208763,0.00551929,0.5334697,0.007275845,0.1674775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.249919,"threshold_uncertainty_score":0.8360624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180809392427127,"score_gpt":0.3406022365925158,"score_spread":0.2987941426682446,"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."}}