{"id":"W2140400415","doi":"10.1128/jcm.01509-06","title":"Verification of the IDI-MRSA Assay for Detecting Methicillin-Resistant <i>Staphylococcus aureus</i> in Diverse Specimen Types in a Core Clinical Laboratory Setting","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Methicillin-resistant Staphylococcus aureus; Staphylococcus aureus; Medicine; Clinical microbiology; Microbiology; Micrococcaceae; Staphylococcal infections; Biology; Antibacterial agent; Antibiotics; Bacteria","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":[0.007605379,0.0001127006,0.000463543,0.00006300618,0.00004505297,0.00001131018,0.000323345,0.0004085193,0.000007070243],"category_scores_gemma":[0.007485892,0.00008578643,0.0002971858,0.000160574,0.0002217163,0.000007481248,0.00008534583,0.0004457631,0.000001102781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002717747,"about_ca_system_score_gemma":0.0002794091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003295055,"about_ca_topic_score_gemma":0.000693436,"domain_scores_codex":[0.9962808,0.000959279,0.002250794,0.000273026,0.00005087772,0.0001851738],"domain_scores_gemma":[0.9968268,0.0009589247,0.001468042,0.0002808882,0.0004265707,0.00003876467],"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":[0.0003893216,0.0001765598,0.1670478,0.00001815655,0.00002377958,0.000001078682,0.00001856241,0.00004059936,0.8308982,0.00003194811,0.000432265,0.0009217216],"study_design_scores_gemma":[0.00455384,0.0009004921,0.6658836,0.0002001568,0.00009084209,0.000004164075,0.000332631,0.00009553888,0.2981214,0.0006291784,0.02888432,0.0003038274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980612,0.000238991,0.000219174,0.0003844018,0.0007848245,0.0002218551,0.0000523628,0.000002515863,0.00003463218],"genre_scores_gemma":[0.9967623,0.00004463934,0.002345202,0.0002272101,0.0005546556,0.000002990872,0.00002117827,0.00001084716,0.00003096426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5327768,"threshold_uncertainty_score":0.8961853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938794545150477,"score_gpt":0.359305294736134,"score_spread":0.3099173492846293,"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."}}