{"id":"W2111788014","doi":"10.1017/s0950268812001872","title":"A population-based study of the epidemiology and clinical features of methicillin-resistant <i>Staphylococcus aureus</i> infection in Pennsylvania, 2001–2010","year":2012,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Johns Hopkins Bloomberg School of Public Health; School of Medicine, New York University; York University; Johns Hopkins University","keywords":"Medicine; Epidemiology; Incidence (geometry); Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Population; Internal medicine; Logistic regression; Antibiotics; Environmental health; Microbiology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009514467,0.0002404717,0.001342233,0.0002468363,0.0001412043,0.000001652086,0.00006159335,0.0006067702,0.00002388947],"category_scores_gemma":[0.01709445,0.0001682667,0.0002042959,0.0003746556,0.000470035,0.0001086464,0.0000690902,0.0008790396,0.000001253183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007646193,"about_ca_system_score_gemma":0.00007247234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212311,"about_ca_topic_score_gemma":0.008683437,"domain_scores_codex":[0.9938258,0.003598133,0.001609861,0.0004027555,0.00009958958,0.0004638837],"domain_scores_gemma":[0.9919034,0.006405603,0.0009837704,0.0004127013,0.0001465907,0.0001479647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006591162,0.0007560629,0.9926819,0.0001498807,0.00009727754,5.917087e-7,0.0001269288,0.0001490928,0.002920895,0.0007247233,0.0006295199,0.001104003],"study_design_scores_gemma":[0.001600537,0.0009626052,0.9953198,0.0001562184,0.000235766,0.000004020555,0.0000409173,0.0001301184,0.0002861443,0.0007183012,0.0004161157,0.0001294839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954444,0.001279387,0.0005149018,0.0008720747,0.0007487485,0.0009518305,0.000009447941,0.00002501021,0.0001542469],"genre_scores_gemma":[0.9975273,0.0007261937,0.0004993546,0.0009528471,0.0001804714,0.00003151112,0.00001306514,0.0000169135,0.00005234774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007579981,"threshold_uncertainty_score":0.9944553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06668236657920124,"score_gpt":0.3854452906176929,"score_spread":0.3187629240384917,"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."}}