{"id":"W3026534189","doi":"10.1016/j.vetpar.2020.109125","title":"Using population genetics to examine relationships of Dirofilaria immitis based on both macrocyclic lactone-resistance status and geography","year":2020,"lang":"en","type":"article","venue":"Veterinary Parasitology","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"University of Georgia Research Foundation; National Center for Veterinary Parasitology; McGill University; U.S. Department of Energy","keywords":"Dirofilaria immitis; Biology; Population; Genetics; Microsatellite; Drug resistance; Genetic distance; Allele; Genetic variation; Evolutionary biology; Zoology; Gene; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005224288,0.0001499717,0.0003102297,0.0001779968,0.00008210208,0.000009271329,0.00004730851,0.00007716999,0.00003946579],"category_scores_gemma":[0.0001302108,0.0001456961,0.00005954162,0.0002472341,0.00008073991,0.00003474678,0.00003081483,0.0001185828,0.000008951557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004581148,"about_ca_system_score_gemma":0.00004701672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008933582,"about_ca_topic_score_gemma":0.00001089194,"domain_scores_codex":[0.9987534,0.000180945,0.000242941,0.0003170521,0.0002019361,0.0003037632],"domain_scores_gemma":[0.9990498,0.0001765095,0.00007023084,0.0002216069,0.00003701164,0.0004448053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002294087,0.000191313,0.9813689,0.0001269141,0.0000742757,0.000358702,0.00006079688,0.0002461767,0.01444701,0.0001051926,0.00002529221,0.0007013239],"study_design_scores_gemma":[0.001481427,0.00241447,0.9917558,0.00006412803,0.0001004583,0.00002610727,0.00002380847,0.003151478,0.0005150911,0.00003532852,0.0003226101,0.0001092213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969533,0.0005748213,0.0009313629,0.0005632212,0.00004011699,0.0004354048,0.0001072022,0.00002845772,0.000366098],"genre_scores_gemma":[0.9925076,0.00004950363,0.006905001,0.0003087134,0.00003653721,0.00002269649,0.0001397209,0.00001830319,0.00001195016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393192,"threshold_uncertainty_score":0.5941315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034235189752071,"score_gpt":0.3879750965942552,"score_spread":0.2845515776190481,"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."}}