{"id":"W2002389420","doi":"10.1371/journal.pone.0116079","title":"Proportions of Staphylococcus aureus and Methicillin-Resistant Staphylococcus aureus in Patients with Surgical Site Infections in Mainland China: A Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Peking University Health Science Center; Peking University; Wellcome Trust; AstraZeneca","keywords":"Staphylococcus aureus; Meta-analysis; Mainland China; Staphylococcal infections; Methicillin-resistant Staphylococcus aureus; Medicine; Microbiology; China; Biology; Internal medicine; Geography; Bacteria; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002158679,0.001093258,0.0170161,0.001938047,0.00009376446,0.00005544712,0.0002572075,0.0005637353,0.0002014989],"category_scores_gemma":[0.00100659,0.000704368,0.001186097,0.004104052,0.0004465759,0.0001486288,0.0001933778,0.00132056,0.000008504705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076647,"about_ca_system_score_gemma":0.0007087822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002747412,"about_ca_topic_score_gemma":0.001382081,"domain_scores_codex":[0.9923059,0.001235841,0.003246843,0.00119214,0.001350658,0.0006685983],"domain_scores_gemma":[0.9945914,0.000702571,0.002045507,0.001356337,0.0008659272,0.0004382332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001480884,0.00376146,0.003922233,0.8907907,0.1008255,0.000173313,0.0001423803,0.000002455347,0.000004726949,0.00003051888,0.00007372125,0.0001249277],"study_design_scores_gemma":[0.001693193,0.0007351281,0.001231982,0.1462349,0.8464612,0.000003720668,0.0000220098,0.000004607189,0.000002248263,0.00001982274,0.002792819,0.0007984408],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008843611,0.9746664,0.00001281922,0.0001129628,0.00000718504,0.01295342,0.003240182,0.00004594529,0.0001175184],"genre_scores_gemma":[0.003359922,0.9922031,0.001012556,0.00005892148,0.0000217658,0.002053217,0.0008206684,0.0001297625,0.0003400498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7456357,"threshold_uncertainty_score":0.9995407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07639182902377882,"score_gpt":0.3130216507353215,"score_spread":0.2366298217115426,"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."}}