{"id":"W4407705627","doi":"10.3389/fmicb.2025.1567335","title":"Editorial: Engineering antibodies and bacteriophages to manage and diagnose microbial infections","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Microbiology","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Windsor; National Research Council Canada; University of Ottawa","funders":"","keywords":"Antibody; Microbiology; Bacteriophage; Virology; Biology; Immunology; Escherichia coli; Genetics","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":[0.00289505,0.004295566,0.002660034,0.002025859,0.001727444,0.004812479,0.003044545,0.01245982,0.01874738],"category_scores_gemma":[0.008378991,0.0009817648,0.002468781,0.0008667561,0.001811839,0.003856364,0.0009590655,0.01018144,0.01456647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191858,"about_ca_system_score_gemma":0.00134636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485221,"about_ca_topic_score_gemma":0.0009549978,"domain_scores_codex":[0.9969669,0.0003490684,0.0003444653,0.0003573804,0.001715477,0.0002667909],"domain_scores_gemma":[0.9921996,0.002638722,0.0005861778,0.0002158928,0.00288643,0.001473196],"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":[0.0001406122,0.00004731688,0.00003453915,0.0003623778,0.00002322791,0.0001623401,0.000009692589,0.00007686912,0.0005095082,0.0003890538,0.9889187,0.009325776],"study_design_scores_gemma":[0.0001225757,0.000130584,0.0002564077,0.0002595965,0.00004267801,0.0003769025,0.0000234249,0.0002595338,0.0007402208,0.0006959203,0.9970669,0.00002528849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001965741,0.007326051,0.0003335851,0.018155,0.9691827,0.00005875379,0.00008246882,0.0001547175,0.004510097],"genre_scores_gemma":[0.001363301,0.00645025,0.0002073397,0.02129128,0.9542836,0.00003809862,0.00006143491,0.00006834163,0.01623628],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01874738,"threshold_uncertainty_score":0.06271625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001733270836887714,"score_gpt":0.2078939913356476,"score_spread":0.2061607204987599,"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."}}