{"id":"W3198683762","doi":"10.26685/urncst.281","title":"Combating Antimicrobial Resistance: Assessing Efflux Pump Deficient Environments in Neisseria gonorrhoeae and the Masking Effect on Antimicrobial-Resistant Mutations","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Efflux; Neisseria gonorrhoeae; Azithromycin; Antibiotic resistance; Microbiology; Drug resistance; Biology; CRISPR; Antimicrobial; Multiple drug resistance; Antibiotics; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003431804,0.0003530089,0.000482994,0.0003326208,0.00025412,0.0004977609,0.0002754028,0.0005062065,0.00098691],"category_scores_gemma":[0.0004761147,0.0001469714,0.0003680075,0.0002537421,0.0002212984,0.0003405358,0.000377005,0.0004654763,0.000207384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894376,"about_ca_system_score_gemma":0.0002846745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604281,"about_ca_topic_score_gemma":0.003029711,"domain_scores_codex":[0.9995416,0.00007166689,0.00005350956,0.00009277703,0.0001831197,0.00005730826],"domain_scores_gemma":[0.9996345,0.0000650475,0.000116526,0.00002748585,0.0001003589,0.00005606445],"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":[0.000123965,0.0001177727,0.005249674,0.0001819128,0.00001486466,0.00005056092,0.00008821311,0.00006847073,0.9905724,0.00002976303,0.00004963876,0.003452694],"study_design_scores_gemma":[0.00002901691,0.003804135,0.09730039,0.00006322531,0.0001354223,0.0006914453,0.0006899576,0.001077076,0.8919397,0.0001646113,0.004059202,0.00004576692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917082,0.001642756,0.003794544,0.0001753019,0.00004207879,0.000148456,0.0008201415,0.00008935673,0.001579135],"genre_scores_gemma":[0.9788927,0.001626839,0.01598999,0.0001626252,0.00001602468,0.0002039802,0.001114329,0.00002997964,0.001963611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001604281,"threshold_uncertainty_score":0.003301501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767803509688955,"score_gpt":0.3613851258584576,"score_spread":0.333707090761568,"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."}}