{"id":"W2992708503","doi":"","title":"Blood Transcriptome in Healthy Piglets as a Potential Biomarker to Improve Disease Resilience","year":2019,"lang":"en","type":"article","venue":"Iowa State University animal industry report","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Développement du Porc du Québec; University of Alberta; University of Saskatchewan","funders":"","keywords":"Disease; Biology; Resilience (materials science); Transcriptome; Population; Psychological resilience; Biomarker; Herd; Gene; Gene expression; Genetics; Environmental health; Medicine; Ecology; Psychology; Pathology","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":[0.0003647733,0.0002170911,0.0002850124,0.0003175757,0.00014555,0.000450762,0.0000908263,0.0002986151,0.0008659736],"category_scores_gemma":[0.0003032899,0.0001157025,0.000171776,0.0002590513,0.0001941769,0.0001927041,0.0001758406,0.0003890479,0.0002018766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157792,"about_ca_system_score_gemma":0.000136023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004490622,"about_ca_topic_score_gemma":0.0009463,"domain_scores_codex":[0.9998624,0.00002724282,0.000005929456,0.00006469969,0.00001671884,0.000022999],"domain_scores_gemma":[0.9998088,0.00006099492,0.00005347631,0.00001680662,0.00002922365,0.0000306074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001023105,0.0001818337,0.2840415,0.0001167062,0.0001023449,0.0001441339,0.0002798328,0.0004124809,0.7022057,0.000157674,0.0003708082,0.01096391],"study_design_scores_gemma":[0.000009836089,0.0005969034,0.9824227,0.00001379996,0.00006186259,0.00009808142,0.0002008592,0.001320987,0.01438838,0.0001895586,0.0006876166,0.000009489091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954553,0.0002831313,0.002271051,0.00006223995,0.00002131125,0.00002102543,0.00132191,0.00002048576,0.0005435469],"genre_scores_gemma":[0.9948083,0.0001946848,0.002330293,0.0001667395,0.00001731787,0.00006524819,0.001459144,0.00001093267,0.0009474473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008659736,"threshold_uncertainty_score":0.002896965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059637007048093,"score_gpt":0.2416514680149834,"score_spread":0.2210550979445025,"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."}}