{"id":"W2014592292","doi":"10.1016/j.vetpar.2011.12.024","title":"Towards finding effective indicators (diarrhoea and anaemia scores and weight gains) for the implementation of targeted selective treatment against the gastro-intestinal nematodes in lambs in a steppic environment","year":2012,"lang":"en","type":"article","venue":"Veterinary Parasitology","topic":"Helminth infection and control","field":"Veterinary","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University","keywords":"Haemonchus contortus; Biology; Teladorsagia circumcincta; Anthelmintic; Nematodirus; Trichostrongylus; Feces; Eggs per gram; Veterinary medicine; Nematode; Helminths; Animal science; Immunology; Zoology; Ecology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000411036,0.0002155958,0.0003246073,0.0002330081,0.0001388547,0.00001296452,0.00008203345,0.00008377495,0.00002447394],"category_scores_gemma":[0.00004010389,0.0001403355,0.00005273852,0.0001556523,0.000189324,0.000117151,0.00006352708,0.0001378859,0.000002254538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938106,"about_ca_system_score_gemma":0.00003334855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003789175,"about_ca_topic_score_gemma":0.000138323,"domain_scores_codex":[0.9984595,0.0004747055,0.00033256,0.0002596896,0.00007787823,0.0003956934],"domain_scores_gemma":[0.998924,0.0006857245,0.0001679731,0.000149665,0.00001112601,0.00006151928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171673,0.0001434894,0.9341468,0.0000401722,0.0001154145,0.00002942742,0.004475008,0.00001397657,0.01095439,0.0001991855,0.000008694084,0.04870182],"study_design_scores_gemma":[0.002216693,0.00454201,0.9879537,0.00002724458,0.00004885719,0.0003110018,0.001735063,0.0006889845,0.001941094,0.00003849451,0.0003684001,0.0001284135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969126,0.0006916831,0.0004541311,0.0001714496,0.0001064188,0.001563058,0.00002703206,0.00001404268,0.00005959393],"genre_scores_gemma":[0.998279,0.0001359934,0.0001917485,0.0000612773,0.00005513511,0.001245427,0.00001224033,0.00001601659,0.000003163638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05380699,"threshold_uncertainty_score":0.5722716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378646561179346,"score_gpt":0.3653854896234731,"score_spread":0.3315990240116796,"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."}}