{"id":"W4309741552","doi":"10.3390/tropicalmed7110388","title":"Tick Control in a Connected World: Challenges, Solutions, and Public Policy from a United States Border Perspective","year":2022,"lang":"en","type":"review","venue":"Tropical Medicine and Infectious Disease","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture","keywords":"Perspective (graphical); Tick; Political science; Control (management); Geography; Public administration; Medicine; Economics; Veterinary medicine; Computer science; Artificial intelligence; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001501718,0.0006973993,0.001961332,0.002096177,0.0003784806,0.00003742618,0.0001921742,0.0003023945,0.002986243],"category_scores_gemma":[0.003093768,0.0005614665,0.0002210016,0.001265618,0.0009414089,0.0001154709,0.0002227147,0.001148914,0.00003959711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006125559,"about_ca_system_score_gemma":0.0007603324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013143,"about_ca_topic_score_gemma":0.002389839,"domain_scores_codex":[0.99565,0.001765308,0.0007461287,0.0009545771,0.0001131988,0.0007707914],"domain_scores_gemma":[0.9965454,0.002175081,0.0003052123,0.0004572793,0.0001344635,0.0003825296],"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":[0.0009754085,0.00480282,0.0187474,0.007281469,0.007283934,0.0006178258,0.002017638,0.000004150378,0.000004518594,0.1410736,0.01300207,0.8041891],"study_design_scores_gemma":[0.004967402,0.0005920749,0.007581854,0.001264102,0.001931233,0.00007145693,0.0005948884,0.00001335777,1.420292e-8,0.0028289,0.979614,0.0005406709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001343925,0.9916823,0.00001862461,0.003825849,0.0003339307,0.001246814,0.0007212647,0.0002604027,0.0005668715],"genre_scores_gemma":[0.02652706,0.969208,9.113923e-7,0.001543316,0.0003013415,0.0006625128,0.001594002,0.00007080708,0.00009202216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.966612,"threshold_uncertainty_score":0.9996837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04238756044912081,"score_gpt":0.3263461839185353,"score_spread":0.2839586234694145,"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."}}