{"id":"W2886119931","doi":"10.1016/j.jinf.2018.08.004","title":"MRSA colonization status as a predictor of clinical infection: A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Staphylococcus aureus; Vancomycin; Bacteremia; Methicillin-resistant Staphylococcus aureus; Internal medicine; Colonization; Meta-analysis; Intensive care medicine; Antibiotics; Microbiology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.003379735,0.0003789066,0.01182637,0.0008325681,0.00005722289,0.00003206231,0.00007271358,0.0004446853,0.0003072321],"category_scores_gemma":[0.005608063,0.0002352928,0.005479064,0.001696436,0.0001608293,0.000175219,0.00004049604,0.000663472,0.00001818375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002252297,"about_ca_system_score_gemma":0.0008401898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005602189,"about_ca_topic_score_gemma":0.00003712139,"domain_scores_codex":[0.9931188,0.001095433,0.004762766,0.0002841994,0.0005531427,0.0001856546],"domain_scores_gemma":[0.9881383,0.0005556651,0.008739026,0.0004331402,0.001905182,0.0002287442],"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":[0.00003857166,0.0001949248,0.0007086761,0.8230233,0.1738301,0.00001649723,0.00001498498,8.675835e-7,2.542543e-7,0.0000111781,0.001300338,0.0008602438],"study_design_scores_gemma":[0.0002554727,0.0009028156,0.0002429876,0.09595588,0.828072,0.0003682764,0.000001191033,0.000002187707,8.081516e-7,0.000007828207,0.07405973,0.0001308368],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001808776,0.9960363,0.001122017,0.00003944839,0.000314202,0.002097183,0.0000325255,0.00001615569,0.0001612919],"genre_scores_gemma":[0.0002410954,0.9986763,0.0002434456,0.0001346403,0.0003064217,0.00004353891,0.00002315803,0.00003602335,0.0002953881],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7270675,"threshold_uncertainty_score":0.9594962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177896771258112,"score_gpt":0.4481527978339039,"score_spread":0.3303631207080927,"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."}}