{"id":"W2110116001","doi":"10.1086/651313","title":"Methicillin-Resistant<i>Staphylococcus aureus</i>Colonization or Infection in Canada: National Surveillance and Changing Epidemiology, 1995–2007","year":2010,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; Hamilton Health Sciences; Mount Sinai Hospital; Vancouver General Hospital; Sunnybrook Hospital; Health Sciences Centre; Public Health Agency of Canada; Sunnybrook Health Science Centre","funders":"Public Health Agency","keywords":"Epidemiology; Colonization; Medicine; Incidence (geometry); Methicillin-resistant Staphylococcus aureus; Odds ratio; SCCmec; Staphylococcus aureus; Staphylococcal infections; Infection control; Typing; Molecular epidemiology; Internal medicine; Microbiology; Genotype; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005516036,0.0004390569,0.0003625308,0.001656163,0.001357559,0.0008278448,0.001211134,0.0003578057,0.0008980784],"category_scores_gemma":[0.00164401,0.0002779493,0.0004393302,0.003712554,0.0005389318,0.0003617602,0.0005634661,0.000511509,0.000128389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02963355,"about_ca_system_score_gemma":0.03605986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930791,"about_ca_topic_score_gemma":0.9945537,"domain_scores_codex":[0.9989905,0.00003188753,0.00006582313,0.0001387971,0.0005345983,0.0002383996],"domain_scores_gemma":[0.997324,0.00005933619,0.0006556325,0.00004178499,0.001521491,0.0003977132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008636215,0.00002453081,0.9849427,0.0001432321,0.00006258001,0.0001308992,0.0002483936,0.0002096987,0.0003290053,0.00007340778,0.003236763,0.01051238],"study_design_scores_gemma":[0.000006295127,0.00002423804,0.9978605,0.00005258164,0.00002792568,0.0001312507,0.0002371918,0.0002644529,0.0000988164,0.000006922356,0.001283583,0.000006189392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674959,0.005687999,0.0003098107,0.0008111676,0.00003175885,0.0001053557,0.02216759,0.00006723104,0.003323244],"genre_scores_gemma":[0.9877425,0.002987414,0.0006535107,0.0002197444,0.00001693254,0.00002968955,0.007535737,0.000007756749,0.0008067078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02963355,"threshold_uncertainty_score":0.2150075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02181578075629378,"score_gpt":0.3032847705978725,"score_spread":0.2814689898415787,"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."}}