{"id":"W4313385344","doi":"10.4049/jimmunol.196.supp.209.16","title":"Fast and efficient enrichment of functional ILC2 from human whole blood","year":2016,"lang":"en","type":"article","venue":"The Journal of Immunology","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute; BC Cancer Agency","funders":"","keywords":"Flow cytometry; Innate lymphoid cell; Whole blood; Immune system; Biology; Cell sorting; Immunology; Innate immune system","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":[0.0004713219,0.0001389388,0.0003419893,0.0001151809,0.0001815483,0.000003599575,0.0002686904,0.0001686565,0.0003574604],"category_scores_gemma":[0.00007929446,0.00007155936,0.00008685113,0.00006460676,0.0006060258,0.00004724129,0.0001238828,0.0002757309,0.00009029885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002542303,"about_ca_system_score_gemma":0.00007439211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005180616,"about_ca_topic_score_gemma":0.000009428829,"domain_scores_codex":[0.9987582,0.0003259201,0.0005102989,0.0001106382,0.0000536311,0.0002413283],"domain_scores_gemma":[0.9987386,0.0003411516,0.0004937294,0.0002328095,0.0001775439,0.00001619104],"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":[0.0004141627,0.0002129377,0.0006934514,0.000003400435,0.0006693255,0.000004100904,0.0008047319,0.000008505839,0.992851,0.0007545255,0.0008194274,0.002764401],"study_design_scores_gemma":[0.009913497,0.003039169,0.1265742,0.0001880208,0.0005691326,0.001513689,0.001696265,8.577944e-7,0.8162379,0.00189659,0.03809275,0.0002779679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906951,0.006521055,0.0007236145,0.0004439167,0.0009163324,0.0000670712,0.0002450005,0.000008624179,0.0003792525],"genre_scores_gemma":[0.9984578,0.0004605174,0.00002642592,0.00005961978,0.00008173255,0.000001313634,0.000008393114,0.000009342315,0.0008947766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766132,"threshold_uncertainty_score":0.391394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062038629384553,"score_gpt":0.203141479804158,"score_spread":0.1925210935103124,"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."}}