{"id":"W1613119256","doi":"10.1016/j.prevetmed.2015.09.004","title":"Comparing ELISA test-positive prevalence, risk factors and management recommendations for Johne’s disease prevention between organic and conventional dairy farms in Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Environmental health; Medicine; Test (biology); Paratuberculosis; Disease; Veterinary medicine; Biology; Internal medicine; Tuberculosis; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000615773,0.0002287164,0.0004197868,0.0002127747,0.0001154189,0.00001734341,0.00008362941,0.00004264335,0.0002760105],"category_scores_gemma":[0.0005253842,0.0001934674,0.0000446829,0.0001575963,0.0001271855,0.0001873657,0.0001748747,0.000228158,0.000001107058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005651959,"about_ca_system_score_gemma":0.0004086465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2201571,"about_ca_topic_score_gemma":0.2426606,"domain_scores_codex":[0.9982698,0.0001876367,0.0004123174,0.0004416001,0.0003663164,0.0003223263],"domain_scores_gemma":[0.9983585,0.0005615839,0.0001493085,0.0001795325,0.0001403264,0.0006106725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004968101,0.0002086568,0.9946077,0.0005291362,0.0001814884,0.00005730444,0.0004880073,4.102969e-7,0.00006740448,0.00002655847,0.002355407,0.0009811233],"study_design_scores_gemma":[0.004807163,0.001914712,0.9863411,0.001433922,0.0004672958,0.00001545596,0.0007597932,0.00008365358,0.00003597212,0.0005131611,0.003457501,0.000170313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951249,0.0005667997,0.0004747976,0.001323799,0.0001518046,0.001845772,0.0002127433,0.00001914825,0.0002802028],"genre_scores_gemma":[0.9962882,0.0008055596,0.0005152213,0.00006830535,0.00009108389,0.0002461364,0.0008943356,0.0000197373,0.001071402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02250353,"threshold_uncertainty_score":0.7889371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900151726991245,"score_gpt":0.3412410666238803,"score_spread":0.2422395493539679,"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."}}