{"id":"W2166008660","doi":"10.1128/jcm.38.6.2366-2368.2000","title":"Epidemiologic Subtyping of <i>Escherichia coli</i> Serogroup O157 Strains Isolated in Ontario by Phage Typing and Pulsed-Field Gel Electrophoresis","year":2000,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Science Centre for Human and Animal Health; Ministry of Health and Long Term Care","funders":"","keywords":"Subtyping; Pulsed-field gel electrophoresis; Typing; Phage typing; Outbreak; Biology; Microbiology; DNA profiling; Virology; Molecular epidemiology; Escherichia coli; Genotype; Genetics; DNA; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003724264,0.0003329291,0.000250424,0.0009605322,0.001038905,0.0007629902,0.0002611393,0.0001965065,0.0004713567],"category_scores_gemma":[0.001557907,0.0003053833,0.0002550572,0.0009803828,0.0006594805,0.0002083184,0.0004742357,0.0002118496,0.00008703141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005525066,"about_ca_system_score_gemma":0.007369142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8338107,"about_ca_topic_score_gemma":0.8919065,"domain_scores_codex":[0.9993355,0.00005299853,0.00003925628,0.00008143357,0.0003470929,0.0001436235],"domain_scores_gemma":[0.998779,0.000128483,0.000319615,0.00003156632,0.0005519578,0.0001894247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002652868,0.00003111422,0.9614727,0.00009502982,0.00002231178,0.0003657656,0.001681978,0.0001597761,0.02646841,0.00004227815,0.0001908313,0.0092045],"study_design_scores_gemma":[0.000005648725,0.0000938837,0.9964083,0.00001607066,0.00001561077,0.0002403113,0.0006745012,0.000196807,0.001639906,0.000009177919,0.0006921886,0.000007549824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981451,0.0002258283,0.0004226784,0.00004518384,0.000003094865,0.00003657752,0.0001872993,0.000007036861,0.0009272925],"genre_scores_gemma":[0.9979837,0.0003100093,0.0009398099,0.00003319625,0.000003523777,0.00001623885,0.0002956575,0.000003867816,0.0004139131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661893,"threshold_uncertainty_score":0.3343359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565448320438121,"score_gpt":0.3270264591921616,"score_spread":0.3013719759877803,"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."}}