{"id":"W2799863309","doi":"","title":"Impact of Silver Dressings on Staphylococcus Aureus Biofilm Formation on Rough and Smooth Surfaces","year":2017,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Staphylococcus aureus; Biofilm; Microbiology; Chemistry; Bacteria; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151159,0.0001812725,0.0001737325,0.00004337347,0.0002569458,0.0001815976,0.0001512645,0.0001638996,0.000005486776],"category_scores_gemma":[0.0001067415,0.0001419722,0.00008447048,0.00002694071,0.0001504338,0.00003397349,0.00008916586,0.00007776998,0.000003268578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001575442,"about_ca_system_score_gemma":0.00002242234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007645923,"about_ca_topic_score_gemma":0.000004698441,"domain_scores_codex":[0.9992288,0.000004991707,0.0001695433,0.0002679524,0.0001095624,0.000219123],"domain_scores_gemma":[0.9993267,0.000005480376,0.0002781501,0.0001964233,0.0001238351,0.00006942652],"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":[0.0002468711,0.00003895025,0.009005825,0.00003344979,0.00002699723,4.902627e-7,0.0001115695,0.000002743539,0.9863039,0.00009986958,0.001367152,0.002762142],"study_design_scores_gemma":[0.0005058837,0.001107414,0.1619129,0.0000969512,0.00001434628,0.000002675563,0.00004878978,0.00007335311,0.8342053,0.00002738232,0.001813274,0.0001916782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963481,0.00007810781,0.00000106336,0.0001193662,0.00009330428,0.0001397113,0.0000279726,0.00001149855,0.003180873],"genre_scores_gemma":[0.9993934,0.00009418494,0.0001512304,0.00006389138,0.0001586834,0.000002378924,0.00002059771,0.00001833289,0.00009730699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529071,"threshold_uncertainty_score":0.5789457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602402180604039,"score_gpt":0.2769574534403392,"score_spread":0.2609334316342988,"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."}}