{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001080639,0.0006423579,0.0007752133,0.0009134545,0.0006442518,0.001059503,0.0004036252,0.0007051256,0.004276744],"category_scores_gemma":[0.001517145,0.0004268955,0.0004832135,0.0008294453,0.0003386584,0.0005154936,0.001434511,0.0006688929,0.004023206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475866,"about_ca_system_score_gemma":0.0009438904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003013951,"about_ca_topic_score_gemma":0.006105016,"domain_scores_codex":[0.9985531,0.0003540694,0.00009070899,0.0001827726,0.0006484154,0.0001708917],"domain_scores_gemma":[0.9994532,0.0001229297,0.00008574625,0.00007927881,0.0001684879,0.00009030133],"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":[0.0004304511,0.0001434,0.003019116,0.0001737298,0.00001958765,0.0001650506,0.0002991114,0.0001968144,0.957024,0.0001322281,0.003162348,0.03523416],"study_design_scores_gemma":[0.0001930541,0.00387989,0.04006902,0.0002063981,0.0001326932,0.002354785,0.0009336901,0.002944202,0.8357071,0.0003319563,0.1130942,0.0001530166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8363723,0.005471374,0.1164105,0.002260203,0.0005039863,0.00325622,0.01342915,0.002717262,0.01957909],"genre_scores_gemma":[0.7420627,0.005809244,0.1588512,0.001305365,0.000130979,0.001874293,0.0298075,0.001211185,0.05894743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004276744,"threshold_uncertainty_score":0.01430714,"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."}}