{"id":"W4414079402","doi":"10.1016/j.vprsr.2025.101338","title":"Evaluation of the drug-resistance genotypes of Dirofilaria immitis infections in Ontario dogs (2015–2016)","year":2025,"lang":"en","type":"article","venue":"Veterinary Parasitology Regional Studies and Reports","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; McGill University; Grand River Hospital; University of Guelph","funders":"OVC Pet Trust; McGill University","keywords":"Dirofilaria immitis; Genotype; Population; Single-nucleotide polymorphism; Drug resistance; Genetic marker","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004437782,0.00009774203,0.0003281173,0.00009407919,0.00009608809,0.000001930295,0.000030691,0.00004521284,0.00001429323],"category_scores_gemma":[0.0002334893,0.00006295105,0.00008374781,0.0001441378,0.0004120206,0.00002521314,0.00007316507,0.00008887437,3.664801e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001715536,"about_ca_system_score_gemma":0.0005949323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308086,"about_ca_topic_score_gemma":0.02228198,"domain_scores_codex":[0.9988597,0.0001747094,0.0003243974,0.0002070254,0.0002956958,0.0001384767],"domain_scores_gemma":[0.9990748,0.0001469957,0.000143296,0.0002230535,0.0003758586,0.00003602543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002226208,0.0003378384,0.9943785,0.0001229854,0.0007932636,0.0003130105,0.0002706531,0.00001104376,0.0004718083,0.0002955742,0.001986537,0.0007961437],"study_design_scores_gemma":[0.0007689577,0.0001680559,0.9930276,0.0003601454,0.0003934657,0.0005104738,0.0001382123,0.000005001158,0.00008665842,0.002331656,0.002165022,0.00004479981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715086,0.02408241,0.000004291559,0.00173608,0.0002310581,0.0004188024,0.000002280052,0.000004473609,0.002011962],"genre_scores_gemma":[0.9974534,0.0007427596,0.00006406848,0.00004115729,0.000009310583,0.00009908026,0.000005858873,0.000002996424,0.001581351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02594477,"threshold_uncertainty_score":0.9955588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915247644291246,"score_gpt":0.4055494737042432,"score_spread":0.3463969972613308,"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."}}