{"id":"W2749598171","doi":"10.1093/ofid/ofz098","title":"Impact of an Unsolicited, Standardized Form–Based Antimicrobial Stewardship Intervention to Improve Guideline Adherence in the Management of<i>Staphylococcus aureus</i>Bacteremia","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Covenant Health","funders":"Sunovion; Pfizer","keywords":"Medicine; Antimicrobial stewardship; Guideline; Bacteremia; Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Antimicrobial; Intensive care medicine; Intervention (counseling); Antibiotics; Nursing; Microbiology; Antibiotic resistance; Bacteria","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":[0.0003751699,0.0002211189,0.0004557399,0.0001530862,0.00008037093,0.0000485808,0.0006734878,0.0001155293,0.0003536852],"category_scores_gemma":[0.00001949826,0.0001492737,0.000294013,0.0003291592,0.00009065886,0.0002349735,0.0002165555,0.000133062,0.00004333551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008429113,"about_ca_system_score_gemma":0.0001234361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083433,"about_ca_topic_score_gemma":0.0005232372,"domain_scores_codex":[0.9983981,0.0002269816,0.0006046308,0.0003336181,0.00007625842,0.0003603961],"domain_scores_gemma":[0.9988441,0.00005277927,0.0003255583,0.0005939863,0.0001466858,0.0000368807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008542158,0.005084981,0.6297801,0.00101764,0.00156547,0.00002426339,0.0006152642,0.0008616103,0.3195142,0.001166925,0.009792096,0.02203535],"study_design_scores_gemma":[0.02917776,0.01194453,0.8416679,0.002740186,0.0006496099,0.00001400225,0.002599748,0.00007547217,0.1062988,0.000917301,0.002789975,0.001124707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949753,0.0001590218,0.0004838632,0.00005626793,0.0002579622,0.001792537,0.0007916209,0.00002296686,0.001460517],"genre_scores_gemma":[0.9991768,0.00001745784,0.00009442178,0.0001946785,0.000008477068,0.00002750239,0.0002886956,0.00001823989,0.0001737094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2132154,"threshold_uncertainty_score":0.6087204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007189082543054997,"score_gpt":0.2963127025192275,"score_spread":0.2891236199761725,"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."}}