{"id":"W2783742212","doi":"10.1116/1.5016186","title":"Time-of-flight secondary ion mass spectrometry analyses of vancomycin","year":2018,"lang":"en","type":"article","venue":"Biointerphases","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care; Western University","funders":"Science and Technology Planning Project of Guangdong Province","keywords":"Vancomycin; Chemistry; Secondary ion mass spectrometry; Mass spectrometry; Drug delivery; Glycopeptide antibiotic; Antibiotics; Staphylococcus aureus; Chromatography; Bacteria; Organic chemistry; Biochemistry","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":[0.0002036183,0.0004462303,0.0001892931,0.001083135,0.0002859249,0.0003572311,0.00028199,0.0004792054,0.001621625],"category_scores_gemma":[0.0004516532,0.0001032586,0.0002483769,0.0003185226,0.0001926302,0.0002528751,0.0001846674,0.0003893319,0.0003707082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003194319,"about_ca_system_score_gemma":0.0003378407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102557,"about_ca_topic_score_gemma":0.001165953,"domain_scores_codex":[0.9998479,0.00001472263,0.000009807049,0.0000296369,0.00007341144,0.00002457627],"domain_scores_gemma":[0.9997404,0.00004906028,0.00005008433,0.00001178955,0.0001105464,0.00003808286],"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":[0.0001269934,0.00001620984,0.0006226939,0.00001870418,0.000004835173,0.00008635373,0.00002161573,0.00006870964,0.9958791,0.0001237126,0.00009353775,0.002937477],"study_design_scores_gemma":[0.000007286908,0.0001280652,0.004514067,0.000003901223,0.00001298489,0.0004522297,0.00004786376,0.002702748,0.9907376,0.00009226792,0.001290604,0.00001029162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963995,0.001897935,0.02789749,0.0002804937,0.0001782858,0.0000781741,0.001156975,0.0004174543,0.004098318],"genre_scores_gemma":[0.9681836,0.001014517,0.02574029,0.0001742021,0.00002762587,0.00004589628,0.0007406387,0.00005539607,0.004017882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001621625,"threshold_uncertainty_score":0.005424917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423059061303239,"score_gpt":0.2801213183673326,"score_spread":0.2658907277543002,"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."}}