{"id":"W4414866085","doi":"10.3389/fimmu.2025.1677358","title":"Unspoken words: decoding the dialog between type 2 innate lymphoid cells and T cells","year":2025,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Institute of Cancer Research; University of Calgary","funders":"Medical Research Council; Melanoma Research Alliance; Cancer Research Society; Canadian Institutes of Health Research; Alberta Cancer Foundation; Cancer Council NSW; National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Bee Research Fund","keywords":"Innate lymphoid cell; Crosstalk; Innate immune system; Thymic stromal lymphopoietin; Function (biology); Immunity; Immune system; Functional diversity","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006809934,0.0008137572,0.002886159,0.0008429282,0.0003954048,0.00004305431,0.001263719,0.002060045,0.00006553507],"category_scores_gemma":[0.0002262185,0.0006117844,0.0003295158,0.0009614277,0.0009975868,0.00009569842,0.000651925,0.001662232,0.0003686588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007053,"about_ca_system_score_gemma":0.0008480723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391058,"about_ca_topic_score_gemma":0.00003007575,"domain_scores_codex":[0.9954515,0.00141727,0.00109958,0.0009052372,0.00004948011,0.001076921],"domain_scores_gemma":[0.997519,0.0009305204,0.0005119272,0.0009306537,0.00007712832,0.00003076101],"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":[0.00009219723,0.00007014001,0.0004440715,0.003074718,0.001957399,0.00003280147,0.0007333023,5.530114e-7,0.0004198271,0.0002910805,0.03670378,0.9561802],"study_design_scores_gemma":[0.0008005148,0.0001285056,0.0000327165,0.002462082,0.0007265684,0.00004772852,0.0001789028,2.85479e-7,0.0005587012,0.0004340449,0.9940582,0.0005717407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002133409,0.9796538,0.0002262617,0.00002992492,0.01456492,0.0009798212,0.001562144,0.00009250736,0.002677246],"genre_scores_gemma":[0.000196875,0.9922985,0.0003087464,0.0001054764,0.0001403524,0.0001049636,0.0006801487,0.00006850875,0.006096409],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9573544,"threshold_uncertainty_score":0.9996334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802456528728488,"score_gpt":0.2537208810625876,"score_spread":0.2356963157753027,"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."}}