{"id":"W4401515204","doi":"10.1186/s13071-024-06387-2","title":"Modeling platform to assess the effectiveness of single and integrated Ixodes scapularis tick control methods","year":2024,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Army Research Office; Centers for Disease Control and Prevention; U.S. Department of Defense; National Science Foundation","keywords":"Ixodes scapularis; Tick; Biology; Entomopathogenic fungus; Odocoileus; Veterinary medicine; Lyme disease; Metarhizium anisopliae; Acaricide; Tick-borne disease; Ecology; Toxicology; Ixodidae; Biological pest control; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002117991,0.001269856,0.0008505001,0.0009883661,0.0005569787,0.0009551935,0.001841608,0.001509769,0.003722462],"category_scores_gemma":[0.004412115,0.0005827475,0.001600067,0.0005264226,0.0005899207,0.000882209,0.00103871,0.001370907,0.0003053821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002332376,"about_ca_system_score_gemma":0.003098258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04911675,"about_ca_topic_score_gemma":0.02889002,"domain_scores_codex":[0.9993838,0.0002530268,0.00003818264,0.0001318346,0.00009489156,0.00009839243],"domain_scores_gemma":[0.9969519,0.00196672,0.0003979369,0.0001573642,0.0004109029,0.0001152499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002266958,0.00005012602,0.001919191,0.00002072128,0.00003408167,0.00001767169,0.000008558425,0.9956513,0.0002014186,0.001083211,0.0001372114,0.0008537589],"study_design_scores_gemma":[0.00003061243,0.00006585339,0.0004780715,0.000005358667,0.00002427993,0.00000717482,0.00001517137,0.998081,0.0001860138,0.000760261,0.0003387707,0.000007341045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7598723,0.000428871,0.2112227,0.001444517,0.0001725259,0.0008018474,0.006431257,0.001058321,0.01856769],"genre_scores_gemma":[0.9527136,0.0002197952,0.04307663,0.0001409045,0.00002144187,0.0005514623,0.001376802,0.0000512656,0.001848065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04911675,"threshold_uncertainty_score":0.09766167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302961660397135,"score_gpt":0.326756232174401,"score_spread":0.2964600661346875,"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."}}