{"id":"W7020049201","doi":"","title":"Isolation, characterization, and potential clinical application of the M1-Pseudomonas aeruginosa pyocin","year":2022,"lang":"en","type":"dissertation","venue":"ThinkTech (Texas Tech University)","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pseudomonas aeruginosa; Bacteriocin; Antibiotics; Antibiotic resistance; Lantibiotics; Antimicrobial; Antimicrobial peptides; Colicin; Peptidoglycan; Human pathogen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370469,0.0002395967,0.0004617693,0.0003178996,0.0002906424,0.0000163507,0.0003528935,0.0004488703,0.0002582461],"category_scores_gemma":[0.0001224448,0.0001971366,0.0002139797,0.0007892237,0.0001300139,0.0001120611,0.0001523064,0.0007447704,0.000007125838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081177,"about_ca_system_score_gemma":0.0002345286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008856638,"about_ca_topic_score_gemma":0.00003009614,"domain_scores_codex":[0.9984117,0.0001364757,0.0004237374,0.0005164393,0.0003439867,0.0001677168],"domain_scores_gemma":[0.9984096,0.00004519615,0.0006078483,0.0005427607,0.0003212828,0.00007331513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001504078,0.0004850986,0.007861111,0.000683303,0.0004063121,0.00002898125,0.0004147501,0.000001814708,0.9372981,0.004273176,0.001681156,0.04536209],"study_design_scores_gemma":[0.003203699,0.0005949266,0.3809304,0.0004784157,0.003015412,0.00009332554,0.001212496,0.0002643169,0.1770457,0.0004607694,0.4316004,0.001100101],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924108,0.0001688007,0.0007548878,0.002028656,0.0007072549,0.001604318,0.0001475543,0.0001574785,0.002020281],"genre_scores_gemma":[0.9567292,0.0006427706,0.0004592593,0.0001529361,0.0002043197,6.173683e-7,0.001615322,0.00003529427,0.0401603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7602524,"threshold_uncertainty_score":0.8038999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007763497898411242,"score_gpt":0.2374610031530633,"score_spread":0.2296975052546521,"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."}}