{"id":"W2911505095","doi":"10.1016/j.jim.2019.01.002","title":"A dual neutrophil-T cell purification procedure and methodological considerations in studying the effects of estrogen on human Th17 cell differentiation","year":2019,"lang":"en","type":"article","venue":"Journal of Immunological Methods","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation","funders":"Cystic Fibrosis Canada","keywords":"Peripheral blood mononuclear cell; Molecular biology; CD3; T cell; Cell; Immunology; T lymphocyte; Biology; Andrology; Chemistry; CD8; Medicine; Antigen; In vitro; Immune system; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128836,0.0002627015,0.000793579,0.0002423653,0.0002080468,0.00002703353,0.0002803003,0.0004985441,0.0001383526],"category_scores_gemma":[0.001206056,0.0001509478,0.0001949523,0.0001931617,0.0003586472,0.0001037025,0.0001413057,0.001239724,0.00001652044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004687912,"about_ca_system_score_gemma":0.00005630851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001112379,"about_ca_topic_score_gemma":9.237377e-7,"domain_scores_codex":[0.9935543,0.004779155,0.0009548509,0.0003068419,0.00008100172,0.0003238809],"domain_scores_gemma":[0.9931937,0.005351596,0.0009617795,0.0003120932,0.000158443,0.00002237679],"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":[0.0002881561,0.000803131,0.003192466,0.00007203011,0.0001306049,0.00001333895,0.0005120732,0.00002015992,0.9903367,0.002499142,0.00003457772,0.002097578],"study_design_scores_gemma":[0.003180279,0.003881768,0.06986919,0.00008148522,0.0001349499,0.0002077292,0.000719435,0.000003719633,0.9172801,0.004205734,0.000258735,0.0001768897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872283,0.01001296,0.0006968133,0.0003912474,0.0008327303,0.000592739,0.000002190488,0.00001700578,0.0002259899],"genre_scores_gemma":[0.989744,0.0004916125,0.009395836,0.0001032132,0.00003604951,0.0000221289,0.000005387638,0.00001312755,0.000188658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07305665,"threshold_uncertainty_score":0.6155474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06240607950474029,"score_gpt":0.3448458306839389,"score_spread":0.2824397511791986,"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."}}