{"id":"W4391230810","doi":"10.3390/microorganisms12020253","title":"The Citizen Phage Library: Rapid Isolation of Phages for the Treatment of Antibiotic Resistant Infections in the UK","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Exeter; UK Research and Innovation; Medical Research Council Canada; Wellcome Trust; Medical Research Council; Wellcome","keywords":"Phage therapy; Microbiology; Enterobacter cloacae; Bacteriophage; Klebsiella pneumoniae; Isolation (microbiology); Escherichia coli; Antibiotic resistance; Biology; Antibiotics; Bacteria; Virology; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354892,0.00009081481,0.00009112633,0.00002528308,0.0002229226,0.00009662609,0.000184888,0.00003232082,0.000653406],"category_scores_gemma":[0.000008722805,0.00004285007,0.0001007767,0.0002650033,0.0001623496,0.0001269203,0.00003142686,0.00005648453,0.00002815979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005365648,"about_ca_system_score_gemma":0.00001429274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002681904,"about_ca_topic_score_gemma":0.0003943767,"domain_scores_codex":[0.9994152,0.00005327591,0.0002085083,0.0001340682,0.00005732855,0.0001315897],"domain_scores_gemma":[0.999263,0.0004414584,0.00005570019,0.0002238418,0.00000435981,0.00001158334],"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":[0.00002079047,0.0001221729,0.0003443842,0.000009709723,0.00003135456,0.000001147517,0.001850725,0.00001410869,0.9869417,0.0002295058,0.002767012,0.007667388],"study_design_scores_gemma":[0.0004087276,0.000699691,0.04187706,0.00004959979,0.0001202574,0.00002258608,0.001430863,0.0002260216,0.8001207,0.0004261071,0.1545036,0.0001147597],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910895,0.002079264,0.0009326873,0.002939823,0.0004275177,0.0008657781,0.0001533934,0.00002830494,0.001483788],"genre_scores_gemma":[0.9974915,0.000922706,0.0002057766,0.00005341997,0.00004151858,0.00001714008,0.00001147935,0.00001388646,0.001242565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.186821,"threshold_uncertainty_score":0.7154337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00872395163346029,"score_gpt":0.2366418268017453,"score_spread":0.227917875168285,"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."}}