{"id":"W2167987796","doi":"10.1128/jcm.00469-07","title":"Comparison of Two Versions of the IDI-MRSA Assay Using Charcoal Swabs for Prospective Nasal and Nonnasal Surveillance Samples","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; Toronto Public Health; University of Toronto","funders":"","keywords":"Staphylococcus aureus; Microbiology; Predictive value; Micrococcaceae; Medicine; Prospective cohort study; Methicillin-resistant Staphylococcus aureus; Biology; Internal medicine; Bacteria; Antibacterial agent; Antibiotics","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":[0.003225615,0.0001441782,0.001276514,0.00009422054,0.00007089954,0.000003756913,0.0002087125,0.0002307265,0.00001369402],"category_scores_gemma":[0.003127499,0.00009338666,0.0004608816,0.0001513308,0.0009834105,0.0000367682,0.00009578231,0.0005348386,4.350724e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005389489,"about_ca_system_score_gemma":0.0003343099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001829768,"about_ca_topic_score_gemma":0.0001087576,"domain_scores_codex":[0.9973043,0.0002333535,0.001899846,0.0001920229,0.00009600733,0.0002744276],"domain_scores_gemma":[0.9936219,0.003414608,0.00189512,0.0001976576,0.0007631019,0.0001076289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0022982,0.0002337796,0.544907,0.00004786989,0.0001403252,0.000002667251,0.00007945885,0.000007015498,0.4512838,0.0001018322,0.0004492767,0.0004486986],"study_design_scores_gemma":[0.008742153,0.002518851,0.814476,0.0005375223,0.0002874537,0.000212255,0.0004238271,0.00006508511,0.1684435,0.0002884961,0.003825823,0.0001791541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915774,0.0004880449,0.006172283,0.000404287,0.0008213989,0.0003769294,0.00009892148,0.000003356347,0.00005735358],"genre_scores_gemma":[0.9892858,0.00004938231,0.01009695,0.0001460781,0.0003813691,4.254319e-7,0.00000316246,0.00001468384,0.00002208939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2828404,"threshold_uncertainty_score":0.3808197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124469452798822,"score_gpt":0.4710219364794681,"score_spread":0.3585749911995858,"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."}}