{"id":"W2567538102","doi":"10.1017/ice.2016.302","title":"A Comparison of Administrative Data Versus Surveillance Data for Hospital-Associated Methicillin-Resistant <i>Staphylococcus aureus</i> Infections in Canadian Hospitals","year":2016,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Alberta Health Services; Health Sciences Centre; Canadian Institute for Health Information","funders":"Public Health Agency of Canada; Alberta Health Services","keywords":"Medicine; Methicillin-resistant Staphylococcus aureus; Comparability; Emergency medicine; Epidemiology; Pediatrics; Staphylococcus aureus; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0164526,0.000633298,0.0007440981,0.006789379,0.001592017,0.002771642,0.001648128,0.0005287086,0.0008518298],"category_scores_gemma":[0.09366191,0.0004663561,0.001269684,0.01412249,0.000956925,0.000960556,0.001561358,0.000538104,0.0001213776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02522409,"about_ca_system_score_gemma":0.02303734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9586385,"about_ca_topic_score_gemma":0.936465,"domain_scores_codex":[0.9805401,0.004825852,0.001730406,0.001910925,0.008992626,0.002000016],"domain_scores_gemma":[0.9325683,0.02606067,0.01373333,0.002662304,0.02214461,0.002830888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004672735,0.0000236873,0.9886215,0.0001703064,0.0004612305,0.00004692743,0.0005922096,0.001047452,0.00009082054,0.0002853445,0.001313695,0.006879505],"study_design_scores_gemma":[0.00001936181,0.00006245625,0.9959346,0.00005928535,0.0001153092,0.0000391667,0.0005819889,0.001951615,0.00006412091,0.00004014632,0.001113663,0.00001828567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691339,0.002535119,0.001206035,0.001094848,0.00006381279,0.0001722467,0.02066638,0.00007945683,0.005048236],"genre_scores_gemma":[0.990826,0.000407812,0.0006368523,0.00008282575,0.0000181548,0.00004305279,0.007797968,0.00001296492,0.0001742955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04136145,"threshold_uncertainty_score":0.1830145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054886283974022,"score_gpt":0.4079047765820287,"score_spread":0.3024161481846265,"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."}}