{"id":"W1858882566","doi":"10.1186/s13071-015-1040-x","title":"Where’s the risk? Landscape epidemiology of gastrointestinal parasitism in Alberta beef cattle","year":2015,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Helminth infection and control","field":"Veterinary","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Beef Cattle Research Council; Agriculture and Agri-Food Canada; Alberta Livestock and Meat Agency; Agriculture Funding Consortium; Zoetis","keywords":"Epidemiology; Parasitology; Biology; Veterinary medicine; Beef cattle; Entomology; Parasitism; Veterinary parasitology; Environmental health; Zoology; Ecology; Animal science; Medicine; Internal medicine; Host (biology)","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":[0.001122538,0.0002016657,0.0004326516,0.0001097138,0.00006266814,0.000008110146,0.0002385777,0.00008321702,0.0005141223],"category_scores_gemma":[0.002506,0.0001453064,0.0001309068,0.0002343711,0.0001373037,0.00009776732,0.00005065564,0.0003399642,0.0005958903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005149804,"about_ca_system_score_gemma":0.00007959221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01431436,"about_ca_topic_score_gemma":0.006177,"domain_scores_codex":[0.9977608,0.0008460568,0.0005344237,0.0002901547,0.0001311831,0.0004373483],"domain_scores_gemma":[0.9969727,0.002131194,0.0002711533,0.0003829148,0.0000783273,0.000163712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000185935,0.00008733361,0.9953312,0.00001183386,0.00002582895,0.00001798403,0.0005264143,0.0002719125,0.0001289583,0.0006520654,0.002244256,0.0005163063],"study_design_scores_gemma":[0.0007697124,0.0006215437,0.9920133,0.00006190108,0.0000277625,0.0003979276,0.0002026844,0.001694913,0.00004342685,0.0004598623,0.003547489,0.0001594398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989871,0.000717008,0.0003565883,0.0008614466,0.0002625317,0.0002284871,0.00001470195,0.00004343245,0.007644753],"genre_scores_gemma":[0.9989922,0.00002655306,0.000215227,0.0001699937,0.000138207,0.00005584564,0.00001102288,0.00002158392,0.0003693349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009121181,"threshold_uncertainty_score":0.9922494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548167844925198,"score_gpt":0.3370397142358729,"score_spread":0.2815580357866209,"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."}}