{"id":"W4412527062","doi":"10.3389/fvets.2025.1620497","title":"Protection and diagnostic interference induced by heat-inactivated, phage-inactivated and live vaccine prototypes against animal tuberculosis","year":2025,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Instituto de Salud Carlos III; National Institutes of Health; Ministerio de Ciencia e Innovación; Interreg; European Commission; Queen's University; European Regional Development Fund; Eusko Jaurlaritza; Agencia Estatal de Investigación; Queen's University Belfast","keywords":"Virology; Inactivated vaccine; Tuberculosis; Biology; Attenuated vaccine; Mycobacterium tuberculosis; Microbiology; Vaccination; Medicine; Virulence; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003319229,0.0004283385,0.0002228182,0.0002022183,0.00008099737,0.0002231434,0.0001687811,0.0003882019,0.0008948944],"category_scores_gemma":[0.0004155243,0.0001183992,0.0002657059,0.00008383551,0.0002144712,0.000248095,0.0001857719,0.0003417154,0.0001165847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008125421,"about_ca_system_score_gemma":0.0000710465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253826,"about_ca_topic_score_gemma":0.0001059283,"domain_scores_codex":[0.999721,0.00006531311,0.00002165659,0.00005053666,0.00007620591,0.00006524225],"domain_scores_gemma":[0.9997794,0.00008355531,0.0000574562,0.00002204861,0.00003481015,0.00002275567],"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":[0.0003666242,0.000115503,0.002079155,0.0001369385,0.00001470503,0.0000351593,0.00005876462,0.000110169,0.9932154,0.00004196163,0.00001570024,0.003810008],"study_design_scores_gemma":[0.00002542098,0.01016057,0.02592188,0.00003150763,0.0000678469,0.0005551989,0.00008725734,0.0005769928,0.9612041,0.00007718534,0.001284644,0.000007356951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976139,0.0009686989,0.0008980357,0.00001441547,0.00001370497,0.00001944326,0.00004586142,0.00001241276,0.0004135307],"genre_scores_gemma":[0.9983789,0.0003460179,0.0007357207,0.00002911955,0.000009951158,0.00001727736,0.0001344398,0.000003283428,0.0003452869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008948944,"threshold_uncertainty_score":0.002993762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135207780307373,"score_gpt":0.3098026224890671,"score_spread":0.2884505446859933,"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."}}