{"id":"W4408315365","doi":"10.1101/2025.03.03.641076","title":"Sex differences in the regulation and function of cellular immunity in <i>Drosophila</i>","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drosophila (subgenus); Immunity; Function (biology); Biology; Cell biology; Immunology; Neuroscience; Genetics; Immune system; Gene","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":[0.001439087,0.0003381477,0.0005827955,0.0004440713,0.0001102424,0.00003680287,0.000478187,0.0007555904,0.00003169422],"category_scores_gemma":[0.0001429921,0.0002953897,0.0000736152,0.0004734484,0.0002062183,0.00007934689,0.0003642357,0.001028157,0.00001191296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009506898,"about_ca_system_score_gemma":0.0002763965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003366984,"about_ca_topic_score_gemma":0.00001725864,"domain_scores_codex":[0.9972679,0.001265861,0.0005846245,0.0004840565,0.00007904162,0.0003185096],"domain_scores_gemma":[0.9984537,0.0002347014,0.0003210519,0.0008605765,0.0001165351,0.00001346109],"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":[0.0001473565,0.0001378024,0.008182372,0.0002042311,0.00006803921,0.000004094992,0.00008504927,0.00000714952,0.9883627,0.002770295,0.00002489277,0.00000603819],"study_design_scores_gemma":[0.0006676083,0.00006695068,0.3428611,0.0003681777,0.00005623529,1.826867e-8,0.00003083541,0.00007444518,0.6553524,0.00007214693,0.0002073812,0.0002427653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938105,0.004151121,0.0003201397,0.0001412992,0.0007946934,0.0006481883,0.00006723207,0.00004929095,0.00001758589],"genre_scores_gemma":[0.9993691,0.0002852629,0.0000736799,0.0000952984,0.00002110422,0.0001118983,0.000001667401,0.00001906511,0.00002286106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3346787,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368097545950931,"score_gpt":0.2004810809606704,"score_spread":0.1868001055011611,"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."}}