{"id":"W2515985765","doi":"10.1128/jcm.01373-16","title":"Pooled Nucleic Acid Amplification Test for Screening of Stool Specimens for Shiga Toxin-Producing Escherichia coli","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Microbiology; Escherichia coli; Nucleic acid; Biology; Shiga toxin; Toxin; Shiga-like toxin; Virology; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316963,0.0006389886,0.000517434,0.0008943765,0.0003168982,0.0004232409,0.000466982,0.0004509847,0.00140203],"category_scores_gemma":[0.003833308,0.0004100089,0.0003955,0.0003957745,0.0002015849,0.0003748912,0.0004098926,0.0002977617,0.0005177445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064253,"about_ca_system_score_gemma":0.0005793234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208978,"about_ca_topic_score_gemma":0.002366503,"domain_scores_codex":[0.9985155,0.0005293083,0.000135969,0.0002631289,0.0004927631,0.00006330308],"domain_scores_gemma":[0.9984984,0.000415085,0.0002361486,0.0001527071,0.0005734311,0.0001240995],"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":[0.007810686,0.0025261,0.3284641,0.000617834,0.000384573,0.0009887522,0.0004826041,0.0019304,0.5128095,0.0001811827,0.001409379,0.1423949],"study_design_scores_gemma":[0.0005338035,0.06807158,0.4555432,0.0002690173,0.0009767866,0.008913794,0.0007426368,0.03395588,0.4212341,0.0003186596,0.009279042,0.0001615886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623189,0.001594174,0.03322128,0.00007691791,0.00006881462,0.0008571214,0.0004931116,0.0002597322,0.001109928],"genre_scores_gemma":[0.9519868,0.0003712354,0.04561747,0.00009322097,0.00002215005,0.0003849983,0.0007566523,0.00002072724,0.0007467822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002316963,"threshold_uncertainty_score":0.01225346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966227538747216,"score_gpt":0.3776281373550309,"score_spread":0.3179658619675587,"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."}}