{"id":"W4417342767","doi":"10.1097/qco.0000000000001174","title":"Antibodies to combat melioidosis: bridging immune mechanisms with diagnostics and therapeutic potential","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Infectious Diseases","topic":"Burkholderia infections and melioidosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Bridging (networking); Disease; Antibody; Immune system; Virulence; Clinical Practice","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":[0.0005940486,0.0007593539,0.001109979,0.0009009547,0.0001696974,0.001157928,0.0006529102,0.001281662,0.003746084],"category_scores_gemma":[0.001156433,0.0001898658,0.0003776433,0.0007167605,0.0004671162,0.001298573,0.0005531252,0.001912962,0.00280589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176508,"about_ca_system_score_gemma":0.0009152374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004135354,"about_ca_topic_score_gemma":0.0005175721,"domain_scores_codex":[0.9997568,0.0000604382,0.00002812632,0.00003665559,0.00008567206,0.00003236616],"domain_scores_gemma":[0.9994506,0.0002104264,0.00009228432,0.00001459457,0.0001768401,0.00005519226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001738941,0.0000693159,0.0002397245,0.02295611,0.0001274063,0.0002002744,0.00008833501,0.0004109901,0.006348904,0.004460743,0.07427376,0.8906505],"study_design_scores_gemma":[0.000020219,0.0001246542,0.0004450595,0.003092814,0.00009819597,0.000655541,0.00005373178,0.00009570005,0.0009425154,0.001539371,0.9929193,0.00001290571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002129588,0.9963073,0.0003306398,0.00117253,0.0009749914,0.00001091244,0.00003806956,0.00002369101,0.0009288822],"genre_scores_gemma":[0.00164361,0.9951687,0.0003348919,0.0008744627,0.0009936537,0.00001858804,0.00007304538,0.000004583536,0.0008884317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003746084,"threshold_uncertainty_score":0.01253194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01467083128873509,"score_gpt":0.3058335264664814,"score_spread":0.2911626951777463,"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."}}