{"id":"W4377080925","doi":"10.21769/bioprotoc.4679","title":"Determination of Interleukin-17A and Interferon-γ Production in γδ, CD4+, and CD8+ T Cells Isolated from Murine Lymphoid Organs, Perivascular Adipose Tissue, Kidney, and Lung","year":2023,"lang":"en","type":"article","venue":"BIO-PROTOCOL","topic":"Atherosclerosis and Cardiovascular Diseases","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Cytokine; Biology; T cell; CD8; Adipose tissue; Immunology; Immune system; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024209,0.0002035193,0.0003405104,0.0001545231,0.00007932224,0.00002787587,0.0000948952,0.0001922284,0.0001288419],"category_scores_gemma":[0.00006317227,0.0001822276,0.00006283206,0.0001859723,0.0002140415,0.0001316404,0.0001799253,0.0001022476,0.0000179206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003509739,"about_ca_system_score_gemma":0.0000350335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084712,"about_ca_topic_score_gemma":0.00002608149,"domain_scores_codex":[0.9987573,0.0001997157,0.0003218285,0.0004635985,0.00005048906,0.0002070816],"domain_scores_gemma":[0.9994838,0.00002775651,0.0001090743,0.0002788893,0.00005215418,0.00004839126],"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":[0.0003457208,0.00009944306,0.01394107,0.0002708546,0.0001560656,0.000005244894,0.0007169276,6.501054e-7,0.9525418,0.000003485301,0.0004352178,0.03148356],"study_design_scores_gemma":[0.00562686,0.0005245937,0.09410136,0.0005286586,0.0001696711,0.0000418198,0.0004128597,0.0001336782,0.8858054,0.0000534936,0.01222648,0.0003751589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918683,0.0004820003,0.00007887672,0.000062554,0.0001384575,0.08041241,0.00005579897,0.00006889555,0.00001803443],"genre_scores_gemma":[0.9028527,0.0001129698,0.00007858131,0.00003207654,0.00004226774,0.09653778,0.00009275373,0.00003278202,0.000218052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0801603,"threshold_uncertainty_score":0.7431028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00849868346654898,"score_gpt":0.2475719894985939,"score_spread":0.2390733060320449,"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."}}