{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004451528,0.0003449021,0.001174118,0.0004173563,0.000252282,0.00001124692,0.00005845527,0.00049348,0.00006333471],"category_scores_gemma":[0.01908,0.0002908485,0.00009895303,0.0004672656,0.0004106714,0.0001568681,0.00005313128,0.000964592,0.00000519115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004504231,"about_ca_system_score_gemma":0.0008997309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4633436,"about_ca_topic_score_gemma":0.8533531,"domain_scores_codex":[0.9966713,0.0006902631,0.001060975,0.0006844481,0.0001545817,0.0007384006],"domain_scores_gemma":[0.9933956,0.005211326,0.0005211335,0.000209511,0.0004098521,0.0002525213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005208569,0.00006371457,0.9869019,0.00009412294,0.00008360718,0.00001776095,0.00004431111,0.0003083894,0.004371171,0.003388831,0.001348644,0.002856696],"study_design_scores_gemma":[0.002214971,0.0003703228,0.9779785,0.00006001686,0.00004057464,0.00002853406,0.0000183153,0.00506333,0.00006041161,0.00170267,0.01215736,0.0003050308],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809825,0.0009189344,0.00636455,0.008898455,0.001514213,0.0008547913,0.00007248203,0.00008003455,0.0003140102],"genre_scores_gemma":[0.9916223,0.001350774,0.0006409511,0.005540553,0.0005744888,0.0001103805,0.0000504341,0.00002952278,0.00008060475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3900095,"threshold_uncertainty_score":0.9999543,"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."}}