{"id":"W1976047708","doi":"10.1086/596042","title":"Impact of a Mandatory Infection Control Education Program on Nosocomial Acquisition of Methicillin-Resistant<i>Staphylococcus aureus</i>","year":2009,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Mount Sinai Hospital; University of Toronto","funders":"University of Chicago","keywords":"Medicine; Outbreak; Infection control; Methicillin-resistant Staphylococcus aureus; Emergency medicine; Staphylococcus aureus; Transmission (telecommunications); Pediatrics; Intensive care medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002045671,0.0003857279,0.0002167159,0.0003488421,0.0003665675,0.000418399,0.0005330312,0.0007267393,0.002252374],"category_scores_gemma":[0.01254397,0.000195107,0.0004492668,0.0002272203,0.0003063543,0.0003708169,0.0007726133,0.0006775454,0.0001313822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017842,"about_ca_system_score_gemma":0.002321609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006292671,"about_ca_topic_score_gemma":0.00842302,"domain_scores_codex":[0.9979128,0.001052053,0.00009239205,0.000138435,0.0002956678,0.0005085868],"domain_scores_gemma":[0.9892375,0.002989999,0.003101062,0.0003394427,0.0006529322,0.00367888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01479418,0.04450329,0.7627515,0.0004927646,0.0005298994,0.0005377874,0.000587473,0.001719517,0.002584957,0.0001892361,0.002736738,0.1685726],"study_design_scores_gemma":[0.0007649902,0.01964111,0.9771078,0.00009804549,0.00009137519,0.0001188069,0.0002262813,0.0009197899,0.0004724058,0.00002123041,0.0005242812,0.00001380817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988087,0.000168279,0.00007737186,0.0003001418,0.00002382388,0.00007253187,0.00004223506,0.00001492587,0.0004918777],"genre_scores_gemma":[0.9991986,0.00008596625,0.0002190564,0.0001597907,0.0000395351,0.00005573536,0.00006677891,0.000001780885,0.0001726638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006292671,"threshold_uncertainty_score":0.01251209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043498954858067,"score_gpt":0.3708635332715786,"score_spread":0.3504285437229979,"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."}}