{"id":"W4386961698","doi":"10.3389/fimmu.2023.1198310","title":"Flow cytometric analysis of innate lymphoid cells: challenges and solutions","year":2023,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Terry Fox Research Institute","funders":"","keywords":"Innate lymphoid cell; Interleukin-7 receptor; Biology; RAR-related orphan receptor gamma; GATA3; Population; CD3; T-cell receptor; Immunology; Flow cytometry; T cell; Cell biology; Antigen; Transcription factor; IL-2 receptor; FOXP3; Immune system; Genetics; Medicine; Acquired immune system; CD8","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007290131,0.0005959054,0.00423677,0.007854017,0.0001581702,0.000008881342,0.000684761,0.001799207,0.00004481731],"category_scores_gemma":[0.0003139375,0.0005537142,0.0006736026,0.004660248,0.0008148748,0.00007724115,0.0004632316,0.0008287531,0.0001945951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388492,"about_ca_system_score_gemma":0.0003537945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001064608,"about_ca_topic_score_gemma":0.0001084076,"domain_scores_codex":[0.9960285,0.0009610843,0.001216006,0.0008342395,0.00005644596,0.0009036956],"domain_scores_gemma":[0.9979566,0.0004655971,0.00064412,0.0008030336,0.0001033289,0.00002726043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003962467,0.0001660074,0.00003656175,0.003431608,0.01672914,0.00002421467,0.0008127921,0.000007534455,0.0001015117,0.0004206075,0.002476459,0.975754],"study_design_scores_gemma":[0.0007162837,0.0001752622,0.000239744,0.001123174,0.005436135,0.00005543818,0.0005365286,0.00002201104,0.00003698155,0.0001636232,0.990968,0.0005268079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009249427,0.9909633,0.0002438162,0.00001223169,0.004347828,0.0004469948,0.003144567,0.0001039018,0.0006448892],"genre_scores_gemma":[0.0001147632,0.9971585,0.0003525834,0.000008766352,0.00002836733,0.0001354166,0.001045878,0.00006601663,0.001089694],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884915,"threshold_uncertainty_score":0.9996914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05938457117774909,"score_gpt":0.2776374664460608,"score_spread":0.2182528952683117,"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."}}