{"id":"W2341516174","doi":"10.1111/vsu.12471","title":"Biofilm‐Associated Gene Expression in <i>Staphylococcus pseudintermedius</i> on a Variety of Implant Materials","year":2016,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust; American Kennel Club Canine Health Foundation","keywords":"Staphylococcus pseudintermedius; Biofilm; Microbiology; Gene expression; Gene; Real-time polymerase chain reaction; Medicine; Biology; Bacteria; Staphylococcus; Staphylococcus aureus; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003693791,0.0002012843,0.0003545955,0.0001048579,0.00003359873,0.00001230232,0.0001047242,0.0002186772,0.00006014108],"category_scores_gemma":[0.0001179272,0.0001426282,0.0001237172,0.00008429104,0.00007766613,0.000007708488,0.0001265416,0.00004080194,0.000007510998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002135489,"about_ca_system_score_gemma":0.00004870749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002315869,"about_ca_topic_score_gemma":0.000003402589,"domain_scores_codex":[0.9985845,0.0001661297,0.0004358277,0.000363598,0.000109777,0.0003401343],"domain_scores_gemma":[0.999268,0.00008381792,0.000206516,0.0003348009,0.00003971647,0.00006717891],"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":[0.0009208969,0.0001116428,0.001788044,0.00001950918,0.00002288377,0.00007070438,0.00001342656,2.274686e-7,0.993159,0.000002068146,0.00201519,0.001876411],"study_design_scores_gemma":[0.000411192,0.0005038294,0.01615786,0.000282404,0.000004048387,0.00004428075,0.000006723749,2.311476e-7,0.9794861,0.000004824092,0.002894762,0.0002037334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984615,0.00005430137,0.00001499678,0.00009040842,0.0008142011,0.0001136982,0.0003801107,0.00001499412,0.00005575927],"genre_scores_gemma":[0.999121,0.0002243785,0.0001158912,0.000150668,0.0001641899,0.00001027155,0.0001277545,0.0000271504,0.00005866897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01436981,"threshold_uncertainty_score":0.581621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969334115941129,"score_gpt":0.2388205061781278,"score_spread":0.2191271650187165,"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."}}