{"id":"W4234124268","doi":"10.5194/biofilms9-34","title":"Synthesis and antimicrobial evaluation of novel quaternary ammonium salts against Staphylococcus Aureus in biofilm and planktonic form","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Antimicrobial; Staphylococcus aureus; Ammonium; Chemistry; Bacteria; Microbiology; Antibacterial activity; Biochemistry; Biology; Organic chemistry","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":[0.0001068212,0.0002902405,0.0002327192,0.000218428,0.0001076504,0.0001274812,0.0001993526,0.0002615576,0.001258546],"category_scores_gemma":[0.0001133656,0.0001130331,0.0002451618,0.0001420193,0.00009449244,0.0001990973,0.0001576975,0.0002703982,0.0002885756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326055,"about_ca_system_score_gemma":0.0002265076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002716527,"about_ca_topic_score_gemma":0.0007882448,"domain_scores_codex":[0.9999392,0.00000976176,0.000007782451,0.00001168641,0.00002060596,0.00001095538],"domain_scores_gemma":[0.9999528,0.000005214607,0.00001336576,0.000002774887,0.00001333513,0.00001253894],"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":[0.0001240459,0.0001045467,0.00007121458,0.0004580997,0.00001168125,0.00009573671,0.00002969172,0.0002645163,0.9914286,0.0002083865,0.0001267558,0.007076718],"study_design_scores_gemma":[0.00005656412,0.0029514,0.001083201,0.00004188675,0.0000377137,0.0001672524,0.0000320809,0.0006580102,0.9874684,0.00006130814,0.007427163,0.00001494011],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768373,0.0103249,0.004490786,0.0002134565,0.0001179993,0.0002316083,0.0005786501,0.00007062556,0.00713462],"genre_scores_gemma":[0.9832049,0.005041517,0.007248981,0.0001210459,0.00002257705,0.0001080325,0.0002985404,0.00001232589,0.003942075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001258546,"threshold_uncertainty_score":0.004210293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0434588683139013,"score_gpt":0.2810994653692096,"score_spread":0.2376405970553083,"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."}}