{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009621919,0.0002376187,0.0001786808,0.001112061,0.0003522361,0.0004338149,0.0002199125,0.0002872953,0.000671441],"category_scores_gemma":[0.002236439,0.0001427076,0.0002879735,0.0007088803,0.0004336968,0.0003263484,0.0004635018,0.0004237856,0.00007743236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003617742,"about_ca_system_score_gemma":0.0002284688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005009884,"about_ca_topic_score_gemma":0.009171274,"domain_scores_codex":[0.9990813,0.0005177283,0.00002677531,0.0001955371,0.00009072668,0.00008794203],"domain_scores_gemma":[0.9989795,0.0005620596,0.0002283925,0.0000709525,0.0000721126,0.00008687415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002024076,0.0001297386,0.9739739,0.00001036264,0.0002770325,0.0001407162,0.0004946516,0.0006303602,0.01464179,0.0004763389,0.00005610487,0.008966649],"study_design_scores_gemma":[0.00001744254,0.0003371499,0.9918886,0.000004753986,0.00008903601,0.0003616902,0.0006757679,0.004913113,0.0009173289,0.0005275597,0.0002582394,0.000009252177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987758,0.00003062802,0.000740038,0.00001866513,0.00000232089,0.000006160638,0.00002834066,0.000003253271,0.0003948193],"genre_scores_gemma":[0.9992794,0.00001749007,0.0005628018,0.00001085831,0.000001598968,0.000003146608,0.00002617567,9.584465e-7,0.00009771704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005009884,"threshold_uncertainty_score":0.009961486,"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."}}