{"id":"W7162025459","doi":"10.82308/25631","title":"Nanoparticle enabled antibacterial combination therapy (NeACT) against multi-drug resistant bacterial pathogen isolates obtained from animal farms","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salmonella enterica; Staphylococcus aureus; Salmonella; Virulence; Antibacterial agent; Pathogen; Enterobacteriaceae","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002002293,0.0003207457,0.0006076756,0.0003368231,0.0001880648,0.0003961873,0.0002529988,0.0004389422,0.00118334],"category_scores_gemma":[0.0002002128,0.0001477409,0.0003993636,0.0001608164,0.0001714618,0.0002012107,0.0002789467,0.0004281158,0.0002985309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725975,"about_ca_system_score_gemma":0.000451001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148287,"about_ca_topic_score_gemma":0.00625222,"domain_scores_codex":[0.999763,0.00002820337,0.00001397316,0.00005694418,0.00009837523,0.00003968579],"domain_scores_gemma":[0.999887,0.00002076097,0.00002372827,0.00001026124,0.00004118692,0.00001696791],"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":[0.0005355766,0.0002978909,0.0009406445,0.0004143893,0.00004602256,0.0001462449,0.00005544307,0.0005875077,0.9598534,0.0001231261,0.000445824,0.0365539],"study_design_scores_gemma":[0.00009174465,0.006921157,0.009859896,0.00005419241,0.0002271343,0.0008395426,0.00009598229,0.00457346,0.9545124,0.00008174262,0.02270514,0.00003767133],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673382,0.01189965,0.01227709,0.0002866642,0.0003020495,0.0002905413,0.000442352,0.0002221454,0.00694136],"genre_scores_gemma":[0.9688963,0.005531674,0.0135287,0.0002355479,0.00003968586,0.000212051,0.0004987188,0.00002749455,0.01102982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148287,"threshold_uncertainty_score":0.003958642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148724799753002,"score_gpt":0.247944345422375,"score_spread":0.226457097424845,"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."}}