{"id":"W4414650606","doi":"10.3390/pathogens14100984","title":"Coprological and Molecular Analyses of Ruminant Farms in Québec, Canada, Show a Variable Efficacy of Ivermectin Against Gastro-Intestinal Nematodes","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Helminth infection and control","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Université de Montréal; Concordia University","keywords":"Anthelmintic; Ivermectin; Ruminant; Feces; Livestock; Grazing; Eggs per gram","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003304289,0.0003342072,0.0002122845,0.0009801451,0.001072795,0.0005113179,0.0004455831,0.0002271391,0.001420693],"category_scores_gemma":[0.000588145,0.0001443394,0.0001517231,0.001473927,0.0005995193,0.0001592953,0.000202435,0.0001717921,0.0001463947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006266852,"about_ca_system_score_gemma":0.004157831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9367301,"about_ca_topic_score_gemma":0.9784663,"domain_scores_codex":[0.9995425,0.00003992692,0.00002029218,0.0001207223,0.0001801528,0.00009652096],"domain_scores_gemma":[0.9992114,0.00007216003,0.0002150684,0.00002320679,0.0003406413,0.0001373718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001136671,0.00006752006,0.9416706,0.0002256459,0.00008467718,0.0004900055,0.001579145,0.0002222622,0.02556887,0.0001564153,0.001536777,0.02828446],"study_design_scores_gemma":[0.000001867908,0.00003911389,0.9970914,0.00001700331,0.00001000505,0.0001082941,0.0004179262,0.0001315542,0.0005441219,0.000005024768,0.001629477,0.000004176582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886277,0.001318105,0.000820211,0.0001267886,0.00001091929,0.0001349081,0.003788588,0.00002718269,0.005145566],"genre_scores_gemma":[0.9930013,0.0005678808,0.001717483,0.0001064179,0.000004558405,0.00003797307,0.001424926,0.000005303524,0.003134048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06326991,"threshold_uncertainty_score":0.127285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950936026361662,"score_gpt":0.3114238716060304,"score_spread":0.2819145113424137,"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."}}