{"id":"W2165927091","doi":"10.1128/jcm.38.11.4058-4065.2000","title":"Evaluation of Fluorescence-Based Amplified Fragment Length Polymorphism Analysis for Molecular Typing in Hospital Epidemiology: Comparison with Pulsed-Field Gel Electrophoresis for Typing Strains of Vancomycin-Resistant <i>Enterococcus faecium</i>","year":2000,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health","funders":"","keywords":"Pulsed-field gel electrophoresis; Biology; Typing; Enterococcus faecium; Gel electrophoresis; Restriction enzyme; DNA profiling; Molecular epidemiology; Molecular biology; Genetics; Genotype; DNA; Bacteria; Gene","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":[0.006001422,0.0002954009,0.002652399,0.0004846032,0.00004737331,0.000005427176,0.0003105133,0.0004293696,0.00009087061],"category_scores_gemma":[0.003680405,0.0002309838,0.001115197,0.0004987619,0.0003420801,0.00004966252,0.00002003797,0.0005472871,6.520439e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200026,"about_ca_system_score_gemma":0.0008244092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004731522,"about_ca_topic_score_gemma":0.0001473078,"domain_scores_codex":[0.9943751,0.0007836224,0.003678415,0.0004581747,0.0001692251,0.0005354641],"domain_scores_gemma":[0.992622,0.002948619,0.002496845,0.000384755,0.001397831,0.0001499403],"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":[0.03362615,0.002839065,0.1526688,0.0003382874,0.004231245,0.00001199471,0.0001393019,0.008921354,0.759993,0.0001034235,0.000941266,0.03618619],"study_design_scores_gemma":[0.08197645,0.0699528,0.4194799,0.004786455,0.02773207,0.0000644899,0.0007942417,0.02552915,0.3607782,0.001888677,0.005269492,0.001748044],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358887,0.001536298,0.0595874,0.00140897,0.0001642344,0.001276751,0.00009989457,0.000006241476,0.00003150363],"genre_scores_gemma":[0.9753413,0.0001831711,0.02372687,0.0005191789,0.000110273,0.00002978319,0.00005217425,0.00002842784,0.000008806262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992147,"threshold_uncertainty_score":0.9419246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06661072444314055,"score_gpt":0.3946075303867709,"score_spread":0.3279968059436303,"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."}}