{"id":"W4410951535","doi":"10.3390/cells14110812","title":"Dendritic Cell-Based Cancer Vaccines: The Impact of Modulating Innate Lymphoid Cells on Anti-Tumor Efficacy","year":2025,"lang":"en","type":"review","venue":"Cells","topic":"IL-33, ST2, and ILC Pathways","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institutes of Health","keywords":"Immune system; Innate lymphoid cell; Dendritic cell; Immunotherapy; Immunology; Innate immune system; Cancer; Cancer immunotherapy; Immunity; Biology; Medicine; Cancer research","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"],"consensus_categories":[],"category_scores_codex":[0.0003268439,0.000803372,0.002221507,0.0003400523,0.0002771173,0.00002905809,0.0008562856,0.000596558,0.0004149846],"category_scores_gemma":[0.00009351222,0.0004968645,0.001189246,0.000619326,0.0001599559,0.00003790838,0.0001379765,0.0007542563,0.000556267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260038,"about_ca_system_score_gemma":0.002075839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004587771,"about_ca_topic_score_gemma":0.000007705637,"domain_scores_codex":[0.9968339,0.000679686,0.0009898928,0.0006743851,0.000075211,0.0007469864],"domain_scores_gemma":[0.996618,0.001429281,0.0007835695,0.0009742168,0.0001524536,0.00004246959],"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":[0.0003503449,0.003393607,0.0001369935,0.1180768,0.004375619,0.0001677443,0.001154321,0.00791256,0.2356797,0.0001232024,0.05447286,0.5741562],"study_design_scores_gemma":[0.002921498,0.0004797802,0.00005216804,0.02604943,0.00193913,0.00003224609,0.00005287454,0.00003827857,0.1682451,0.00001217048,0.798963,0.001214309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005336886,0.98388,0.00002738926,0.000005341507,0.00236903,0.001310199,0.00468457,0.00007207219,0.002314535],"genre_scores_gemma":[0.04535046,0.9511689,0.00001308644,0.0001096408,0.0001423504,0.0001024515,0.0003569747,0.00008848732,0.002667669],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7444901,"threshold_uncertainty_score":0.9997483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302226592952333,"score_gpt":0.31298620048626,"score_spread":0.2899639345567366,"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."}}