{"id":"W3009539044","doi":"10.1017/s0031182020000426","title":"Assessing anthelmintic resistance risk in the post-genomic era: a proof-of-concept study assessing the potential for widespread benzimidazole-resistant gastrointestinal nematodes in North American cattle and bison","year":2020,"lang":"en","type":"article","venue":"Parasitology","topic":"Helminth infection and control","field":"Veterinary","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Agriculture and Forestry","keywords":"Biology; Anthelmintic; Benzimidazole; Drug resistance; Amplicon; Resistance (ecology); Genetics; Biotechnology; Gene; Zoology; Polymerase chain reaction; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001148851,0.0004414073,0.0003272803,0.0002259358,0.0001659174,0.0006276473,0.0003756552,0.0006618905,0.000636945],"category_scores_gemma":[0.0006756358,0.0001619125,0.000186173,0.0001062666,0.0003084627,0.0004085092,0.0002276853,0.00050403,0.0001065275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035405,"about_ca_system_score_gemma":0.0003859168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00114558,"about_ca_topic_score_gemma":0.001646114,"domain_scores_codex":[0.9995213,0.0001002385,0.00001206791,0.00009944382,0.0002047089,0.00006236598],"domain_scores_gemma":[0.9993753,0.000151683,0.000175355,0.00002549006,0.000179179,0.0000930317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006940234,0.0006426869,0.009206649,0.0002202068,0.00006049487,0.0001442226,0.00006504665,0.002430692,0.9729745,0.0001740987,0.0001736823,0.01321362],"study_design_scores_gemma":[0.0001576658,0.02891124,0.04548492,0.00004575843,0.0002909175,0.001133657,0.0003427524,0.03340618,0.8848951,0.0003016916,0.004972928,0.00005705645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909183,0.0007494555,0.006929315,0.0001144258,0.00002013641,0.0001901854,0.0002580576,0.00005752029,0.0007626631],"genre_scores_gemma":[0.9878178,0.0006105445,0.0100334,0.0001170403,0.000007789025,0.0001223505,0.0003127319,0.000007161939,0.0009711355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988544,"threshold_uncertainty_score":0.006075799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697070401457692,"score_gpt":0.3587943794393361,"score_spread":0.3218236754247592,"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."}}