{"id":"W2607036210","doi":"","title":"Biofilm formation and antibiotic resistance on alginate beads of Staphylococcus aureus and other health care associated bacterial species","year":2016,"lang":"en","type":"dissertation","venue":"ERA","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofilm; Microbiology; Staphylococcus aureus; Antibiotic resistance; Antibiotics; Staphylococcus; Bacteria; Biology; Medicine","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":[0.0003654245,0.000261144,0.0003534406,0.000503001,0.0003329644,0.000790738,0.0002249903,0.0004882621,0.001002479],"category_scores_gemma":[0.0004658969,0.0002823214,0.0006565474,0.0003264709,0.0002242495,0.000327236,0.000436875,0.0006536769,0.0003727018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110636,"about_ca_system_score_gemma":0.000375267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641779,"about_ca_topic_score_gemma":0.002353914,"domain_scores_codex":[0.9993918,0.00006215574,0.00003982044,0.00007560167,0.0003454208,0.00008524429],"domain_scores_gemma":[0.9995744,0.0001021531,0.0001280697,0.00002447549,0.0001331898,0.00003764072],"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":[0.00007203365,0.0000644684,0.001516761,0.0003473317,0.0000184745,0.000112285,0.0002238102,0.0002340758,0.9870353,0.0001854072,0.0003121313,0.009877923],"study_design_scores_gemma":[0.00001596393,0.001888752,0.03202439,0.0002189692,0.00008101674,0.0005393341,0.0004056427,0.002372307,0.9507902,0.000156721,0.01145409,0.00005253005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776775,0.01146264,0.005169538,0.0005157405,0.0002254551,0.0001249465,0.0004135997,0.00007293675,0.004337706],"genre_scores_gemma":[0.9635745,0.009025213,0.01289285,0.0002694904,0.00004571932,0.0001603136,0.0005814334,0.0000287043,0.01342173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641779,"threshold_uncertainty_score":0.003353655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007194659053523173,"score_gpt":0.2414070631692567,"score_spread":0.2342124041157335,"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."}}