{"id":"W2971545674","doi":"10.14745/ccdr.v45i09a03","title":"Shiga toxin–producing Escherichia coli in British Columbia, 2011–2017: Analysis to inform exclusion guidelines","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"STX2; Shiga toxin; Serotype; Epidemiology; Incidence (geometry); Diarrhea; Bloody diarrhea; Medicine; Escherichia coli; Microbiology; Virology; Biology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001397346,0.00059785,0.0006696198,0.004436401,0.001725189,0.001664068,0.001652972,0.0005727898,0.002545275],"category_scores_gemma":[0.00724377,0.0005693883,0.0005845516,0.01202152,0.0004504049,0.0004460357,0.001473624,0.001065786,0.0007046903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02398889,"about_ca_system_score_gemma":0.03730686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783067,"about_ca_topic_score_gemma":0.9861308,"domain_scores_codex":[0.9980589,0.0001907949,0.0002697101,0.0002617767,0.0007196515,0.0004991631],"domain_scores_gemma":[0.9882018,0.000878373,0.00190993,0.0003477571,0.007459227,0.001202903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088727,0.00005572513,0.9846457,0.0002401857,0.00006967362,0.0001130293,0.0002901941,0.0001724511,0.0000823663,0.00003613386,0.008264311,0.005921422],"study_design_scores_gemma":[0.00001009717,0.00002381459,0.9944318,0.0001766542,0.00005188108,0.00005212037,0.001159261,0.0004251132,0.0000562737,0.00001542194,0.003587233,0.00001028945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790217,0.002203508,0.0004187523,0.0009905642,0.00005514295,0.0005933174,0.1111048,0.00007321561,0.005539047],"genre_scores_gemma":[0.9348932,0.002484317,0.00119175,0.000700905,0.0000350219,0.0007167386,0.05538283,0.00004584536,0.004549371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398889,"threshold_uncertainty_score":0.1740524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995449173456788,"score_gpt":0.2897090454099714,"score_spread":0.2697545536754036,"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."}}