{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002037408,0.0001345222,0.0003782437,0.0001315278,0.00003722189,0.000007214579,0.00009417127,0.00005874172,0.00007668079],"category_scores_gemma":[0.0005568456,0.0001155899,0.00006322919,0.0002840904,0.00007649434,0.00001999436,0.00006626079,0.0001243046,8.966237e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007161021,"about_ca_system_score_gemma":0.0005159837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2425289,"about_ca_topic_score_gemma":0.1475992,"domain_scores_codex":[0.9989153,0.0001400344,0.0003766488,0.0002279933,0.0001227343,0.0002172757],"domain_scores_gemma":[0.9993366,0.000222462,0.0001098649,0.000182754,0.00008871296,0.00005957751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004271691,0.0002451984,0.1247103,0.0001269708,0.00008807218,0.0003842965,0.00008403593,0.0003093466,0.8691653,0.001080359,0.0001035853,0.003275327],"study_design_scores_gemma":[0.006181961,0.001628282,0.8614107,0.0008199715,0.0004127345,0.0003450619,0.001291701,0.02520827,0.09841586,0.0003962428,0.003208716,0.0006805521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942451,0.00032864,0.002281079,0.0001613714,0.00004437944,0.0001834563,0.00003514694,0.00001598582,0.002704812],"genre_scores_gemma":[0.9991649,0.000007847972,0.0005489231,0.0001935804,0.00000691038,0.0000192859,0.00000439217,0.000006722952,0.00004747183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7707494,"threshold_uncertainty_score":0.8679549,"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."}}