{"id":"W3092623520","doi":"10.26685/urncst.198","title":"Potential Application of Silver Nanoparticles Encapsulated in Branched Amphiphilic Peptide Capsules to Circumvent Antibiotic Resistance in Methicillin-Resistant Staphylococcus Aureus: A Research Protocol","year":2020,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Antibiotics; Staphylococcus aureus; In vivo; Antibiotic resistance; Methicillin-resistant Staphylococcus aureus; Ex vivo; Minimum inhibitory concentration; Medicine; Microbiology; Pharmacology; Chemistry; Bacteria; Biology; Biotechnology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001183328,0.0007374701,0.0003812554,0.0003114063,0.0004138454,0.000378665,0.0008317136,0.001002845,0.003331713],"category_scores_gemma":[0.0005838341,0.0002689327,0.0007669744,0.0001913672,0.0002298251,0.0002965155,0.0003648166,0.0005189105,0.0008434408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004157386,"about_ca_system_score_gemma":0.0007984628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004123556,"about_ca_topic_score_gemma":0.0006139589,"domain_scores_codex":[0.9995869,0.00007709106,0.00004778556,0.00007765421,0.0001571181,0.00005342754],"domain_scores_gemma":[0.9995009,0.00008365767,0.0001063149,0.00008080798,0.0001568297,0.00007157416],"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":[0.0006553173,0.0007509404,0.0001078701,0.0007475542,0.00002035309,0.000282165,0.00005791619,0.0008760456,0.9879935,0.0005046226,0.001168133,0.006835512],"study_design_scores_gemma":[0.0004398383,0.01462807,0.0007857808,0.00008524927,0.00005539314,0.0004152965,0.0000363863,0.0013958,0.964932,0.0001977032,0.01699444,0.00003405471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8766458,0.005595394,0.05561676,0.001092398,0.0005307613,0.03791237,0.004127898,0.0005540185,0.01792444],"genre_scores_gemma":[0.7566705,0.01096569,0.1302221,0.0007941602,0.0001424393,0.04538973,0.005186245,0.0001184718,0.05051058],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.003331713,"threshold_uncertainty_score":0.01114571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05085017606588532,"score_gpt":0.3834437252665657,"score_spread":0.3325935492006804,"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."}}