{"id":"W1883961074","doi":"10.5858/2003-127-845-davoam","title":"Development and Validation of a Molecular Beacon Probe–Based Real-Time Polymerase Chain Reaction Assay for Rapid Detection of Methicillin Resistance in Staphylococcus aureus","year":2003,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Staphylococcus aureus; Multiplex; Polymerase chain reaction; Microbiology; Amplicon; Methicillin-resistant Staphylococcus aureus; Molecular beacon; Context (archaeology); Biology; Real-time polymerase chain reaction; Multiplex polymerase chain reaction; SCCmec; Staphylococcal infections; Coagulase; Staphylococcus; Molecular biology; Virology; Oligonucleotide; Bacteria; DNA; Gene; Bioinformatics; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00773114,0.00102148,0.0005459592,0.001129529,0.0002095973,0.0009104586,0.0009391928,0.001112748,0.0005712323],"category_scores_gemma":[0.008348101,0.0004828384,0.0004460344,0.0003854585,0.0007498054,0.0005127823,0.000590936,0.0008906203,0.0005815953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006497403,"about_ca_system_score_gemma":0.001477004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003215978,"about_ca_topic_score_gemma":0.0005148192,"domain_scores_codex":[0.9913947,0.00356244,0.0007299308,0.001314605,0.002718466,0.000279861],"domain_scores_gemma":[0.9946342,0.001927995,0.001153208,0.0003807464,0.001671718,0.0002322278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007210036,0.0006474683,0.03070069,0.0006121676,0.00007398548,0.0004001754,0.0002914377,0.002482085,0.8720856,0.0006061879,0.0006560851,0.09072305],"study_design_scores_gemma":[0.0003378012,0.008104623,0.03716569,0.0002463462,0.0001776392,0.003900529,0.0001664034,0.01938897,0.9143734,0.0004854822,0.01553106,0.0001219894],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4279022,0.006580603,0.5598543,0.0005397754,0.0002700099,0.001515566,0.0007349091,0.0006258884,0.0019767],"genre_scores_gemma":[0.4884713,0.002373835,0.503682,0.0004969673,0.0001490072,0.001831997,0.001795763,0.00007138855,0.001127767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00773114,"threshold_uncertainty_score":0.04088664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230761002725961,"score_gpt":0.2690771604188951,"score_spread":0.2567695503916355,"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."}}