{"id":"W2134275207","doi":"10.1128/jcm.40.4.1436-1440.2002","title":"Rapid Detection of Shiga Toxin-Producing Bacteria in Feces by Multiplex PCR with Molecular Beacons on the Smart Cycler","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"Centers for Disease Control and Prevention","keywords":"Biology; Shiga toxin; Microbiology; Multiplex polymerase chain reaction; Escherichia coli; Multiplex; Amplicon; Polymerase chain reaction; Feces; Primer (cosmetics); Bacteria; Molecular biology; Virology; Gene; Chemistry; 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":[0.003168838,0.001062415,0.001309346,0.00135049,0.0001858295,0.0006939436,0.0007553681,0.0006145905,0.0007173663],"category_scores_gemma":[0.002085913,0.00081915,0.0006113446,0.0007282287,0.0004309396,0.0005710612,0.0006084409,0.0008918747,0.0007803031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339997,"about_ca_system_score_gemma":0.0003195382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002473581,"about_ca_topic_score_gemma":0.0004326403,"domain_scores_codex":[0.9973711,0.0007375384,0.0002381832,0.0006575439,0.0007677368,0.0002279322],"domain_scores_gemma":[0.9989324,0.000418194,0.0002527849,0.0001049535,0.0002011378,0.00009046392],"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":[0.0003626047,0.00009162138,0.003305609,0.000217583,0.00003619463,0.00007552103,0.00009747438,0.0008734723,0.9619539,0.0001609236,0.0002517632,0.03257326],"study_design_scores_gemma":[0.00015728,0.0016982,0.009958395,0.0000740785,0.0001078233,0.0009592599,0.00005975251,0.03639177,0.9444295,0.0003553229,0.005724526,0.0000840674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5335863,0.004950982,0.4543343,0.0002590635,0.0001551468,0.0009459177,0.001663197,0.002453409,0.001651697],"genre_scores_gemma":[0.283233,0.001575176,0.7093999,0.0001978609,0.00006122317,0.001199032,0.00192273,0.000102439,0.002308641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003168838,"threshold_uncertainty_score":0.01675862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992082738603184,"score_gpt":0.3143008033922403,"score_spread":0.2743799760062084,"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."}}