{"id":"W4407789485","doi":"10.3390/pathogens14030206","title":"Effects of Live and Peptide-Based Antimicrobiota Vaccines on Ixodes ricinus Fitness, Microbiota, and Acquisition of Tick-Borne Pathogens","year":2025,"lang":"en","type":"article","venue":"Pathogens","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Collectivité de Corse; Fundação de Amparo à Pesquisa do Estado de São Paulo; Agence Nationale de la Recherche","keywords":"Ixodes ricinus; Biology; Borrelia afzelii; Microbiology; Tick; Vaccination; Pathogen; Borrelia; Ricinus; Borrelia garinii; Borrelia burgdorferi; Virology; Immunology; Antibody","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":[0.0001707192,0.0004433871,0.0002860105,0.0001666924,0.0000711328,0.0001790259,0.000103083,0.00019426,0.0004478013],"category_scores_gemma":[0.0001622395,0.00008323529,0.0001578162,0.00006227202,0.0001474185,0.0001963582,0.0001332487,0.000477878,0.00008701954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002979,"about_ca_system_score_gemma":0.0001352084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002582331,"about_ca_topic_score_gemma":0.0004842994,"domain_scores_codex":[0.9998367,0.00003400507,0.00001121711,0.00003465113,0.0000351536,0.00004830713],"domain_scores_gemma":[0.9998877,0.00001775667,0.00004002856,0.000009408812,0.00001277761,0.0000323256],"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":[0.001019443,0.0003628779,0.0008926216,0.00008272743,0.00002267951,0.0000244093,0.00002371865,0.0002677875,0.989476,0.00002388292,0.00004485065,0.007758982],"study_design_scores_gemma":[0.0001448615,0.02965271,0.04665299,0.0000322593,0.0001865088,0.0002559722,0.0001312165,0.00211425,0.9176074,0.00009040696,0.003112607,0.00001883475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998603,0.0007140406,0.0002138197,0.00002919723,0.00001349461,0.00001852259,0.00007361263,0.00001392369,0.0003203365],"genre_scores_gemma":[0.9977063,0.0007915907,0.0006985154,0.00006641701,0.00001474084,0.00003223319,0.0001684732,0.00000698549,0.0005145764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004478013,"threshold_uncertainty_score":0.001498044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004207859447272668,"score_gpt":0.2158139989550588,"score_spread":0.2116061395077862,"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."}}