{"id":"W2605921613","doi":"10.1042/etls20160016","title":"The therapeutic potential of bacteriocins as protein antibiotics","year":2017,"lang":"en","type":"article","venue":"Emerging Topics in Life Sciences","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Bacteriocin; Antibiotics; Colicin; Microbiology; Biology; In vivo; Immunogenicity; Bacteria; Potency; In vitro; Immune system; Antimicrobial; Immunology; Biotechnology; Escherichia coli; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005853199,0.00007412305,0.00009727734,0.00001005957,0.001105562,0.000166417,0.0009061549,0.00004579092,0.00003681651],"category_scores_gemma":[0.0001514105,0.0000246149,0.00004742179,0.0001211211,0.0005573,0.0001218698,0.0001640959,0.00009383225,0.000003871267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006600471,"about_ca_system_score_gemma":0.00002561805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461423,"about_ca_topic_score_gemma":0.0002459121,"domain_scores_codex":[0.9991374,0.00004022178,0.0001906532,0.0001758706,0.000220874,0.0002349835],"domain_scores_gemma":[0.9996236,0.00003326738,0.0001627372,0.0001101451,0.00003032339,0.00003992626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000447673,0.0002329892,0.1062828,0.00002312379,0.0000372939,0.000008257083,0.0003890698,0.00006079402,0.5403391,0.1125546,0.0001541886,0.239873],"study_design_scores_gemma":[0.0002161266,0.0006422909,0.9242952,0.0001097316,0.000009636658,0.000003224283,0.001031954,0.001483022,0.0252886,0.02259764,0.02402807,0.0002944711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857119,0.0002095658,0.000003891223,0.009743129,0.0003738249,0.0001296274,0.000002898595,0.00000916987,0.003815951],"genre_scores_gemma":[0.9991133,0.0001591387,0.0001070546,0.00008588486,0.0001641113,6.581847e-7,6.554568e-7,3.943109e-7,0.0003688617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8180124,"threshold_uncertainty_score":0.85032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300367840026847,"score_gpt":0.2814642826808651,"score_spread":0.2514274986781804,"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."}}