{"id":"W2002866878","doi":"10.1089/mdr.2010.0149","title":"Virulence Gene Expression by <i>Staphylococcus epidermidis</i> Biofilm Cells Exposed to Antibiotics","year":2011,"lang":"en","type":"article","venue":"Microbial Drug Resistance","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Microbiology; Staphylococcus epidermidis; Biofilm; Clindamycin; Gentamicin; Rifampicin; Biology; Antibiotics; Virulence factor; Antimicrobial; Virulence; Gene; Bacteria; Staphylococcus aureus; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001744588,0.0003179097,0.000261609,0.000046193,0.0001850013,0.00005053031,0.000370468,0.0002001339,0.0000406527],"category_scores_gemma":[0.00003024893,0.0003151029,0.000125845,0.0001518504,0.0001169467,0.00001004484,0.000202182,0.0001152205,0.00006870182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002300327,"about_ca_system_score_gemma":0.00005046153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003438211,"about_ca_topic_score_gemma":0.00009345775,"domain_scores_codex":[0.9981217,0.0000995738,0.0003760394,0.000729727,0.0001217071,0.0005512894],"domain_scores_gemma":[0.9988934,0.000009956451,0.0001472915,0.0006381756,0.00009345391,0.0002176893],"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":[0.0003258579,0.00008169717,0.00005009212,0.00002462959,0.00001182963,0.00000937508,0.0001264002,0.000001098427,0.882092,0.000005498135,0.117105,0.0001665326],"study_design_scores_gemma":[0.0003300859,0.00004782563,0.0000672259,0.00006602496,0.000009677517,0.000002347533,0.00002802219,3.961241e-7,0.8710369,0.000004055218,0.1280246,0.0003828164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960923,0.0007353358,0.0008129777,0.0001664547,0.0005817706,0.0003367838,0.0003016047,0.00003843636,0.0009342954],"genre_scores_gemma":[0.9720007,0.0002535795,0.02171685,0.001596958,0.0002890225,0.000002217774,0.0001507273,0.00006311449,0.003926825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02409163,"threshold_uncertainty_score":0.9999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00931191231676215,"score_gpt":0.2007246507367951,"score_spread":0.191412738420033,"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."}}