{"id":"W4408468038","doi":"10.1111/phen.12489","title":"The effects of sleep deprivation on susceptibility to parasitic infection in <i>Drosophila nigrospiracula</i>","year":2025,"lang":"en","type":"article","venue":"Physiological Entomology","topic":"Neurobiology and Insect Physiology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Sleep deprivation; Sleep (system call); Drosophila (subgenus); Parasitism; Drosophilidae; Immunity; Mite; Circadian rhythm; Zoology; Physiology; Immunology; Drosophila melanogaster; Host (biology); Ecology; Immune system; Endocrinology; Genetics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.0003136152,0.0001585558,0.0003083039,0.0001565929,0.0001990255,0.000008330514,0.0003665038,0.0001914538,0.00001157551],"category_scores_gemma":[0.005615608,0.0001016733,0.00009077849,0.0007814294,0.000606442,0.00004542025,0.0001613798,0.0004590283,0.00006558664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177547,"about_ca_system_score_gemma":0.00002604373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004891836,"about_ca_topic_score_gemma":0.00002576629,"domain_scores_codex":[0.9972097,0.0013418,0.0003222069,0.0005931386,0.0001005551,0.0004326483],"domain_scores_gemma":[0.9957228,0.003701782,0.00007514798,0.0004096193,0.00004309426,0.00004752217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004095392,0.0003905316,0.01682219,0.00003387831,0.000004880606,0.000008332737,0.00001892537,0.0002519379,0.9545686,0.02652868,0.00008900743,0.0008734595],"study_design_scores_gemma":[0.0002783893,0.001175816,0.4958262,0.00001362331,0.000002555785,0.000001568104,8.630263e-7,0.00005360532,0.4689286,0.03362615,0.00003496631,0.00005765977],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974329,0.00001706108,0.00004201404,0.0007836593,0.0004557586,0.0006170186,0.000001834168,0.00004261771,0.0006071508],"genre_scores_gemma":[0.9963087,0.00009386282,0.000004318799,0.003326584,0.0000288356,0.0001709098,0.000002767887,0.000004818509,0.00005914724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856401,"threshold_uncertainty_score":0.6722813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678146132896224,"score_gpt":0.3283389277496203,"score_spread":0.301557466420658,"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."}}