{"id":"W3125005700","doi":"10.3389/fvets.2020.625067","title":"Serum Metabolomic Profiles of Paratuberculosis Infected and Infectious Dairy Cattle by Ambient Mass Spectrometry","year":2021,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Ministero della Salute","keywords":"Paratuberculosis; Subclinical infection; Feces; Herd; Biology; Metabolomics; Veterinary medicine; Disease; Infectious dose; Dairy cattle; Immunology; Physiology; Medicine; Virology; Animal science; Microbiology; Mycobacterium; Internal medicine; Bacteria; Bioinformatics; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003056818,0.0002964937,0.000360606,0.000670616,0.0002239389,0.0004705305,0.0001078354,0.0003117958,0.0003544277],"category_scores_gemma":[0.0002776511,0.0001156104,0.0001806486,0.000603119,0.0002195314,0.0001300009,0.0002205967,0.0002716978,0.000084423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295101,"about_ca_system_score_gemma":0.0001162603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104061,"about_ca_topic_score_gemma":0.001313371,"domain_scores_codex":[0.9998042,0.00003883464,0.00001053452,0.00006323161,0.00005059353,0.00003275136],"domain_scores_gemma":[0.9998682,0.00002097089,0.00004040514,0.000006157502,0.0000340148,0.000030382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003892066,0.0003347789,0.2251378,0.0001284542,0.0001785389,0.0002789487,0.0004759491,0.0002411154,0.7561695,0.00005508541,0.0001109346,0.01299679],"study_design_scores_gemma":[0.00002239418,0.001763495,0.9563069,0.00001405868,0.000182103,0.0006488634,0.0005083068,0.002347784,0.03753466,0.00008940218,0.0005564154,0.00002563583],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988544,0.0003825208,0.0004075818,0.00001014171,0.000004132195,0.000005561632,0.0002473693,0.000006377245,0.00008195776],"genre_scores_gemma":[0.9977532,0.0003152968,0.0009786423,0.00004533552,0.000008495512,0.00001258211,0.000606755,0.000004268924,0.0002755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001104061,"threshold_uncertainty_score":0.002195239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247846231691712,"score_gpt":0.2764360083739587,"score_spread":0.2639575460570415,"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."}}