{"id":"W4389393281","doi":"10.3389/fvets.2023.1217135","title":"Influence of genomic variations on glanders serodiagnostic antigens using integrative genomic and transcriptomic approaches","year":2023,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Génome Québec; Canadian Food Inspection Agency","keywords":"Biology; Genome; Gene; Genetics; Antigen; Microbiology","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":[0.0006374722,0.000484574,0.0005451285,0.0005670516,0.0002387572,0.0008223613,0.0003239293,0.0004464332,0.001234622],"category_scores_gemma":[0.0007924805,0.000253889,0.0007508959,0.0005553674,0.0003635119,0.000311176,0.0005222552,0.0009872942,0.0004534746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003973451,"about_ca_system_score_gemma":0.0002946805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100747,"about_ca_topic_score_gemma":0.00201978,"domain_scores_codex":[0.9994534,0.00009645384,0.00004400692,0.0001908426,0.0001364066,0.00007896816],"domain_scores_gemma":[0.9995788,0.00017085,0.0001253514,0.0000415324,0.0000496854,0.00003379859],"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":[0.0002463472,0.00005175463,0.002562142,0.0002063347,0.00005625267,0.0001296977,0.0001327173,0.0006584401,0.9884674,0.000226684,0.0001639003,0.007098259],"study_design_scores_gemma":[0.00007366508,0.001392083,0.1525657,0.0001654393,0.0007665573,0.001184936,0.0008115212,0.01828786,0.7902862,0.00116655,0.03313104,0.0001683538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623794,0.003703603,0.02318241,0.0003001986,0.0001550917,0.000123594,0.007236026,0.0004190929,0.002500543],"genre_scores_gemma":[0.9611722,0.002455531,0.02119328,0.0005684826,0.0000442122,0.0002034795,0.01179102,0.0003209114,0.002250826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001234622,"threshold_uncertainty_score":0.004130244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06422643541972015,"score_gpt":0.2884419695892727,"score_spread":0.2242155341695525,"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."}}