{"id":"W3174258082","doi":"10.21423/aabppro20035287","title":"Prevalence and Risk Factors of Pathogenic E. coli, including 0157:H7, in Western Canadian Cow-Calf Herds","year":2003,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pathogenic Escherichia coli; Herd; Livestock; Ice calving; Escherichia coli; Highly pathogenic; Environmental health; Cow-calf; Veterinary medicine; Pathogenic bacteria; Biology; Medicine; Immunology; Pregnancy; Lactation; Bacteria; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004182487,0.0002682132,0.0002200874,0.001013775,0.001192126,0.0006493732,0.0004510954,0.0004100732,0.0009568207],"category_scores_gemma":[0.001103584,0.0002576908,0.0001896521,0.001044883,0.0006693632,0.0002425074,0.0002810626,0.000388674,0.0000946397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003384263,"about_ca_system_score_gemma":0.003611469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8646969,"about_ca_topic_score_gemma":0.8929065,"domain_scores_codex":[0.9993698,0.00004515324,0.00002578433,0.00006121516,0.0002577898,0.0002403235],"domain_scores_gemma":[0.9993901,0.00005053502,0.0001411149,0.00001430937,0.0001918052,0.0002121137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004443894,0.00003981726,0.9974346,0.000007427002,0.00001414493,0.00007312692,0.0002171548,0.00003082244,0.0006891025,0.0000115105,0.00009264,0.001345334],"study_design_scores_gemma":[0.000001155838,0.00003447126,0.9993578,0.000004654868,0.000006192143,0.00005945822,0.0003618851,0.00003950457,0.00003985989,0.000003517333,0.00008957448,0.00000190583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993263,0.0001650016,0.00002304183,0.00003336315,0.000001736852,0.00000495415,0.0001039182,0.000001613714,0.0003399786],"genre_scores_gemma":[0.9992552,0.0002277134,0.00007558341,0.00002688269,0.000002736122,0.000002916567,0.0001397575,8.255045e-7,0.0002682467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353031,"threshold_uncertainty_score":0.2721997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708995815674329,"score_gpt":0.2730528893604702,"score_spread":0.2559629312037269,"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."}}