{"id":"W2551641709","doi":"10.1017/ice.2016.245","title":"Community- and Healthcare-Associated Methicillin-Resistant <i>Staphylococcus aureus</i> Strains: An Investigation Into Household Transmission, Risk Factors, and Environmental Contamination","year":2016,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; William Osler Health System; Mount Sinai Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; North York General Hospital","funders":"","keywords":"Transmission (telecommunications); Medicine; Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Index case; Infection control; Staphylococcal infections; Veterinary medicine; Environmental health; Internal medicine; Surgery; Disease; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216579,0.0003348039,0.0008068624,0.000158017,0.0006130673,0.00001986586,0.00005323251,0.0004769476,0.000007070077],"category_scores_gemma":[0.001533516,0.0002321011,0.00008923325,0.00008723331,0.0009472597,0.0002922005,0.00003223477,0.0006297402,7.505789e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875926,"about_ca_system_score_gemma":0.00005558008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009404752,"about_ca_topic_score_gemma":0.001860178,"domain_scores_codex":[0.9962225,0.002101378,0.0007002861,0.0004694754,0.0001314877,0.0003748825],"domain_scores_gemma":[0.9970329,0.001731873,0.0004798244,0.0002414753,0.00008117696,0.0004327521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002354525,0.0001661219,0.8508583,0.00007229858,0.0001381686,0.000003050876,0.001313553,0.000003697731,0.1250203,0.0005352151,0.0000995111,0.02155433],"study_design_scores_gemma":[0.003814436,0.002570945,0.9853275,0.0001599456,0.0001969634,0.000003335753,0.0003888877,0.0002636371,0.000838474,0.00532611,0.0008275093,0.0002822284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836932,0.001541882,0.006501638,0.006976706,0.0001143137,0.0007532218,0.0002936649,0.0001180124,0.000007309204],"genre_scores_gemma":[0.9936044,0.004307032,0.0002441593,0.001557647,0.00006816092,0.00003837845,0.0001234304,0.00003223777,0.00002454281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344692,"threshold_uncertainty_score":0.9971917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648902004071567,"score_gpt":0.2816174089801821,"score_spread":0.2551283889394664,"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."}}