{"id":"W4284894161","doi":"10.5326/1547-3317-58.4.1","title":"2022 AAFP/AAHA Antimicrobial Stewardship Guidelines","year":2022,"lang":"en","type":"article","venue":"Journal of the American Animal Hospital Association","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Medicine; Antimicrobial stewardship; Antimicrobial; Intensive care medicine; Internal medicine; Microbiology; Antibiotics; Antibiotic resistance","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":[0.0009822521,0.00008537959,0.0001679074,0.00003559354,0.0002301516,0.00004696158,0.0003601023,0.00002503471,0.00003522646],"category_scores_gemma":[0.0012177,0.00007178537,0.0002273807,0.0002209311,0.000038486,0.000009944512,0.0002220663,0.0001977322,0.000002811483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002090574,"about_ca_system_score_gemma":0.0001174457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003706193,"about_ca_topic_score_gemma":0.000009908548,"domain_scores_codex":[0.9986784,0.0002676021,0.0004310494,0.0001351894,0.0003406423,0.000147143],"domain_scores_gemma":[0.9978298,0.00002215475,0.001549013,0.0001608291,0.000399143,0.00003906472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001345374,0.00012793,0.1009359,0.000002444865,0.00006581719,0.000001080936,0.00008135774,0.00005051555,0.8348072,0.000009458648,0.06276985,0.001013961],"study_design_scores_gemma":[0.0009447459,0.003323242,0.8743643,0.00001551194,0.0001075155,0.00006779286,0.001501659,0.000101317,0.05551502,0.00008641242,0.06358372,0.000388832],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917195,0.0000509304,0.00002392396,0.007134737,0.0008782287,0.0000819514,0.00003023733,0.000005386086,0.00007512751],"genre_scores_gemma":[0.9972936,0.00002558795,0.0003530704,0.0008605765,0.0006167806,0.000002633609,0.00001150101,0.00001282459,0.0008234381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7792921,"threshold_uncertainty_score":0.2927322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127392413522983,"score_gpt":0.2673269414888785,"score_spread":0.2545877001365802,"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."}}