{"id":"W2165359968","doi":"10.2746/095777308x334293","title":"Antimicrobial therapy for multidrug resistant pathogens","year":2009,"lang":"en","type":"article","venue":"Equine Veterinary Education","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Multiple drug resistance; Enterococcus; Antimicrobial; Acinetobacter; Microbiology; Staphylococcus aureus; Vancomycin-resistant Enterococcus; Drug resistance; Antibiotic resistance; Population; Intensive care medicine; Antibiotics; Vancomycin; Biology; Bacteria; Environmental health","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":[0.0001155188,0.0001414292,0.0001078925,0.00003839799,0.00008873746,0.00003067029,0.0001498361,0.00009016883,0.00001493391],"category_scores_gemma":[0.0000429039,0.0001383464,0.00008114277,0.00005535187,0.00003392888,0.000007013061,0.00001943178,0.0000338363,0.000006047902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002140219,"about_ca_system_score_gemma":0.0001470897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003786129,"about_ca_topic_score_gemma":0.000001177744,"domain_scores_codex":[0.9992031,0.00003587785,0.0001877956,0.0003130539,0.00005606751,0.0002040585],"domain_scores_gemma":[0.9994239,0.000007224624,0.0000868248,0.0003422332,0.00009083928,0.00004898838],"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":[0.0007539835,0.0002456876,0.0002630491,0.00001269747,0.00000986954,9.950745e-7,0.00004273695,0.00000147128,0.9751702,0.00005589464,0.008795429,0.01464798],"study_design_scores_gemma":[0.001645311,0.01066171,0.07380036,0.00008455031,0.00002113783,0.00009370518,0.0001767025,0.00003200846,0.4638593,0.0002967138,0.4486379,0.0006905448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966651,0.0004084028,0.0009115919,0.0005947411,0.0005898474,0.0004021247,0.0000342599,0.00001907221,0.0003748381],"genre_scores_gemma":[0.9868765,0.0002526999,0.009763209,0.0006343329,0.0007229861,0.00001883877,0.0005002628,0.00002092713,0.001210234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5113109,"threshold_uncertainty_score":0.5641603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01933599120171729,"score_gpt":0.3101491297809421,"score_spread":0.2908131385792248,"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."}}