{"id":"W4390686176","doi":"10.1016/j.psj.2024.103439","title":"Research Note: Non-invasive urate sphere corticosterone metabolite as a novel biomarker for heat stress in poultry","year":2024,"lang":"en","type":"article","venue":"Poultry Science","topic":"Animal Nutrition and Physiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Corticosterone; Metabolite; Broiler; Hsp70; Uric acid; Chemistry; Biomarker; Internal medicine; Triiodothyronine; Endocrinology; Animal science; Heat shock protein; Food science; Biology; Biochemistry; Hormone; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009104515,0.0001629616,0.0002091747,0.00007721331,0.0003756729,0.0002754641,0.000578848,0.0001178319,0.000222746],"category_scores_gemma":[0.0003034433,0.00006911343,0.00008725688,0.002221878,0.0005854447,0.0004479198,0.000158959,0.0002776203,0.0001868146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007072029,"about_ca_system_score_gemma":0.0001400033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007595576,"about_ca_topic_score_gemma":0.0002494671,"domain_scores_codex":[0.9977169,0.00007324979,0.0002712557,0.0007374847,0.0004540235,0.0007470776],"domain_scores_gemma":[0.9985513,0.0008472765,0.00002753283,0.00009677013,0.0002660887,0.0002110365],"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":[0.00008804383,0.0001306599,0.007122173,0.0000382689,0.00000405152,0.00001025403,0.0001125405,0.000005341673,0.9834587,0.001370784,0.0002944064,0.007364763],"study_design_scores_gemma":[0.0006082304,0.0008601026,0.9303964,0.0003635491,0.00001328602,0.00004159458,0.006324243,0.002228585,0.04188183,0.003612921,0.01315361,0.0005156074],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936519,0.0007538974,0.00003389133,0.00310064,0.0003366372,0.0004852954,0.0002389995,0.00005316155,0.001345579],"genre_scores_gemma":[0.9983434,0.0001321566,0.000274537,0.000396102,0.0002069303,0.00008181641,0.00004895574,0.000001953814,0.0005141589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415769,"threshold_uncertainty_score":0.2889411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07667938799318087,"score_gpt":0.3668838891786227,"score_spread":0.2902045011854418,"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."}}