{"id":"W2522505076","doi":"10.1016/j.prevetmed.2016.09.021","title":"Identification of effective treatment criteria for use in targeted selective treatment programs to control haemonchosis in periparturient ewes in Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Helminth infection and control","field":"Veterinary","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island; University of Guelph","funders":"Elanco Animal Health; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Domestic sheep reproduction; Flock; Anthelmintic; Biology; Feces; Haemonchus contortus; Grazing; Eggs per gram; Veterinary medicine; Animal science; Helminths; Medicine; Ecology; Immunology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004898349,0.0003682182,0.0008201128,0.0004476922,0.00004138723,0.00001162548,0.0001107112,0.00009145994,0.0001589132],"category_scores_gemma":[0.000287075,0.0002547334,0.0001085157,0.0003515724,0.00007836325,0.0002180338,0.00002625375,0.00008074427,0.00000360858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005317731,"about_ca_system_score_gemma":0.0003317588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8137855,"about_ca_topic_score_gemma":0.9463742,"domain_scores_codex":[0.9971413,0.0006342078,0.0009112287,0.0006328902,0.0002069785,0.0004733783],"domain_scores_gemma":[0.9985284,0.0006276077,0.0002341528,0.0003016644,0.0001605909,0.0001475387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02443247,0.003845019,0.4175114,0.000125652,0.0005238315,0.0005595541,0.0163013,0.00002706097,0.3864994,0.00005732601,0.0001962169,0.1499208],"study_design_scores_gemma":[0.01850984,0.03095127,0.9344516,0.0007903747,0.00008790184,0.00003517518,0.0005120326,0.0003470223,0.008354378,0.00007292705,0.005554243,0.0003331696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914902,0.0000875162,0.001024539,0.0005954291,0.0004015807,0.006212412,0.0001144607,0.00002359515,0.00005026258],"genre_scores_gemma":[0.9910623,0.00001584568,0.00009189016,0.00006877823,0.0000517772,0.008161807,0.00003878904,0.00002906841,0.0004797737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5169402,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05843289834471293,"score_gpt":0.3412292303360337,"score_spread":0.2827963319913208,"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."}}