{"id":"W4415612524","doi":"10.1016/j.aqrep.2025.103187","title":"Temporal dynamics of immune response following a single-dose PACAP administration in Pacific white shrimp Litopenaeus vannamei","year":2025,"lang":"en","type":"article","venue":"Aquaculture Reports","topic":"Invertebrate Immune Response Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"International Development Research Centre","keywords":"Litopenaeus; Shrimp; Hemolymph; Immune system; Prophenoloxidase; Hepatopancreas; Immunity; Immunoadjuvant; Innate immune system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009462643,0.0002044209,0.0003288356,0.0001800639,0.0001316655,0.000247002,0.0001063417,0.0002833002,0.001106686],"category_scores_gemma":[0.0001670244,0.0001119926,0.0002331063,0.0001250028,0.0002094419,0.000279778,0.0002219162,0.0009054893,0.0002010715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365566,"about_ca_system_score_gemma":0.0001457679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003690055,"about_ca_topic_score_gemma":0.0008355528,"domain_scores_codex":[0.999916,0.000007676053,0.000005625929,0.00002593232,0.00002441209,0.0000204484],"domain_scores_gemma":[0.9998889,0.00001883723,0.00003248399,0.000005430908,0.00002173474,0.00003255793],"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":[0.0008759274,0.00009394085,0.002342875,0.0001389019,0.000009039448,0.0001253639,0.0001142777,0.0000838523,0.9923884,0.00002432425,0.0001067514,0.003696279],"study_design_scores_gemma":[0.00008445977,0.00767658,0.3147997,0.00006560831,0.000143749,0.0004711264,0.001005752,0.002611877,0.6674498,0.0002019734,0.005415089,0.00007425473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967501,0.001273132,0.0004827013,0.00007144779,0.00003882294,0.00003219517,0.0004688195,0.00001967023,0.0008630785],"genre_scores_gemma":[0.9943836,0.0008197626,0.0008222822,0.0001638512,0.00002621994,0.0001604491,0.0004418864,0.000006404795,0.003175521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001106686,"threshold_uncertainty_score":0.003702223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008617845933467465,"score_gpt":0.2496121083436258,"score_spread":0.2409942624101584,"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."}}