{"id":"W3160000027","doi":"10.1186/s12917-021-02940-8","title":"Effect of in-vitro heat stress challenge on the function of blood mononuclear cells from dairy cattle ranked as high, average and low immune responders","year":2021,"lang":"en","type":"preprint","venue":"BMC Veterinary Research","topic":"Effects of Environmental Stressors on Livestock","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Veterinary College, University of Guelph; Canada First Research Excellence Fund; Ontario Ministry of Agriculture, Food and Rural Affairs; Dairy Farmers of Ontario","keywords":"Immune system; Peripheral blood mononuclear cell; Dairy cattle; Heat shock protein; Nitric oxide; Heat shock; Hsp70; Immunology; Antibody; Biology; Andrology; Medicine; Animal science; In vitro; Endocrinology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004085805,0.0002487862,0.0003399586,0.0001737998,0.0002252958,0.00033939,0.00009696929,0.0002844404,0.002168802],"category_scores_gemma":[0.0002938717,0.00008002892,0.0001407287,0.0001541298,0.0001736476,0.00008611874,0.0001664852,0.0003088244,0.0004100017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009605496,"about_ca_system_score_gemma":0.0001140796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005513101,"about_ca_topic_score_gemma":0.0007224683,"domain_scores_codex":[0.9996032,0.0001721778,0.0000331257,0.00004937062,0.00006124903,0.00008088997],"domain_scores_gemma":[0.9997596,0.0001213838,0.00002386132,0.00001247567,0.00004021182,0.00004257475],"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":[0.002560605,0.0003061148,0.007702082,0.00008927847,0.0000169611,0.00007039867,0.0001992271,0.00007677313,0.9866153,0.00001605056,0.00007865801,0.0022686],"study_design_scores_gemma":[0.000175022,0.01738444,0.3008748,0.00002923054,0.0001226982,0.0004670683,0.001570174,0.001002716,0.6760804,0.00009089433,0.002180765,0.00002184366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986182,0.0002900553,0.0002152574,0.0000300267,0.00002610574,0.00002114521,0.0002139961,0.000002909515,0.0005822474],"genre_scores_gemma":[0.9961247,0.0002589226,0.0007271367,0.0001334683,0.00005094396,0.00006552411,0.0008856686,0.000003402542,0.001750205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002168802,"threshold_uncertainty_score":0.007255375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194458357233338,"score_gpt":0.2824820261318862,"score_spread":0.2405374425595528,"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."}}