{"id":"W1992587395","doi":"10.1016/j.ajic.2009.12.015","title":"The value of multiple surveillance cultures for methicillin-resistant Staphylococcus aureus","year":2010,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Denim; Staphylococcus aureus; Agar; Nose; Veterinary medicine; Microbiology; Surgery; Bacteria; 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":[0.001520424,0.0001931418,0.0007200289,0.0001366975,0.0002171335,0.00003337069,0.0001682165,0.00008527545,0.0000116691],"category_scores_gemma":[0.003945675,0.0001184561,0.0005275423,0.0003165611,0.0007228159,0.00007583963,0.00001272465,0.0006335711,0.000001551342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006378219,"about_ca_system_score_gemma":0.0003173661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772507,"about_ca_topic_score_gemma":0.0005809998,"domain_scores_codex":[0.9981108,0.000171456,0.000862417,0.0001614014,0.0003882405,0.0003056781],"domain_scores_gemma":[0.9940309,0.00218908,0.001556845,0.0003155984,0.001747949,0.0001596615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00499999,0.0001526639,0.06806071,0.0000427639,0.000517113,0.000007074175,0.0001154981,0.0004245193,0.9066833,0.0009524202,0.001647125,0.01639681],"study_design_scores_gemma":[0.01662977,0.009310453,0.6080576,0.0002973354,0.0007503625,0.00009096239,0.0007459384,0.001909861,0.1193779,0.0007939348,0.2413986,0.000637278],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572749,0.0003181052,0.03821241,0.002476878,0.0008917219,0.000613416,0.00005669182,0.00002033668,0.0001356127],"genre_scores_gemma":[0.9958723,0.0001989238,0.002905607,0.0003932059,0.0005280517,0.00001846718,0.000001527779,0.00002756146,0.00005437307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7873054,"threshold_uncertainty_score":0.4830502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007945650601123991,"score_gpt":0.2882364629124829,"score_spread":0.2802908123113589,"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."}}