{"id":"W2515719183","doi":"10.1111/vsu.12535","title":"Evaluation of the Impact of Methicillin‐Resistant<i>Staphylococcus pseudintermedius</i>Biofilm Formation on Antimicrobial Susceptibility","year":2016,"lang":"en","type":"article","venue":"Veterinary Surgery","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"OVC Pet Trust; Morris Animal Foundation","keywords":"Staphylococcus pseudintermedius; Medicine; Microbiology; Biofilm; Antimicrobial; Methicillin-resistant Staphylococcus aureus; Staphylococcus; Staphylococcus aureus; Bacteria; Biology; 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":[0.003659446,0.0003043756,0.0007281007,0.0002987396,0.00008469294,0.000009158762,0.0002197867,0.0001975725,0.0002928735],"category_scores_gemma":[0.002031209,0.0001657167,0.0009829882,0.0004863837,0.0005534897,0.0002230701,0.0000985048,0.0001886744,0.00001623241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000565174,"about_ca_system_score_gemma":0.0007488259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014866,"about_ca_topic_score_gemma":0.00001460676,"domain_scores_codex":[0.9963868,0.0007537922,0.001010794,0.0003823581,0.001075507,0.0003907643],"domain_scores_gemma":[0.995999,0.0009662549,0.0007655055,0.001018122,0.001150007,0.0001010637],"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":[0.002747947,0.0003443712,0.01859082,0.0002405316,0.0001522014,0.000008356714,0.0001116264,0.00002697493,0.9623037,0.00001023916,0.005248377,0.01021486],"study_design_scores_gemma":[0.001455908,0.00116561,0.3732288,0.002111691,0.0002616507,0.00002488828,0.00004355792,0.0001376234,0.6209877,0.0001426727,0.000191149,0.0002488411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970499,0.00008091827,0.0001840223,0.0003747613,0.0004250572,0.0008954426,0.0002983205,0.00003639247,0.0006551319],"genre_scores_gemma":[0.9995422,0.00007858928,0.00009017999,0.00007156641,0.00009615505,0.00002057054,0.00001631813,0.00003336059,0.00005106516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3546379,"threshold_uncertainty_score":0.6757731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07444360323410801,"score_gpt":0.3423289117987545,"score_spread":0.2678853085646464,"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."}}