{"id":"W7117377124","doi":"10.1002/dni2.70005","title":"Editorial","year":2025,"lang":"en","type":"article","venue":"Barrier Immunity","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group","funders":"","keywords":"Immune system; Immunity; Mechanism (biology); Function (biology); Innate immune system; Acquired immune system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002843859,0.001588124,0.0013316,0.00245647,0.001933604,0.006522079,0.002363316,0.004518992,0.1789759],"category_scores_gemma":[0.02279258,0.0005335201,0.0012857,0.0009438093,0.001193525,0.003515681,0.001670496,0.005586523,0.1217797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001767589,"about_ca_system_score_gemma":0.003018538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008147008,"about_ca_topic_score_gemma":0.00126978,"domain_scores_codex":[0.9965867,0.000452602,0.0003551425,0.0006763958,0.001587799,0.0003414538],"domain_scores_gemma":[0.982681,0.002493629,0.000962743,0.001125311,0.009633332,0.003104162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000303316,0.00001043038,0.00005122415,0.0001509381,0.000005672795,0.0001405864,0.00001349885,0.00001789028,0.0000888411,0.0005416583,0.9836817,0.01526721],"study_design_scores_gemma":[0.0000147114,0.00001515107,0.0001352497,0.0001739141,0.000006618387,0.0003434211,0.00003321708,0.0000382281,0.0001158089,0.0005444627,0.9985727,0.000006481301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002064507,0.006530482,0.0004258902,0.0299882,0.9365183,0.00005923345,0.0003906992,0.0003320118,0.02554872],"genre_scores_gemma":[0.003646947,0.01034424,0.000654554,0.03319711,0.7959775,0.00008890446,0.0009315335,0.0003772986,0.1547819],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1789759,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007814769452873745,"score_gpt":0.2654293748620267,"score_spread":0.257614605409153,"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."}}