{"id":"W4281262685","doi":"10.1186/s13104-022-06075-3","title":"Examining the role of person-to-person transmission during a verocytotoxigenic Escherichia coli outbreak in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; University of Guelph","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Outbreak; Transmission (telecommunications); Escherichia coli; Medicine; Environmental health; Geography; Virology; Biology; Computer science; Telecommunications; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001266919,0.0004753714,0.0003938178,0.0003445748,0.0009697442,0.0009017942,0.001027336,0.0005438013,0.001266605],"category_scores_gemma":[0.005423588,0.0002919295,0.0006176997,0.0004827116,0.0005824094,0.000386793,0.0005930156,0.000427661,0.00006393916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03826508,"about_ca_system_score_gemma":0.03008637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871012,"about_ca_topic_score_gemma":0.9822603,"domain_scores_codex":[0.9990183,0.0003029664,0.00004007573,0.0001422048,0.0002116663,0.0002847284],"domain_scores_gemma":[0.9977431,0.000957925,0.0003773812,0.00005856496,0.0007204462,0.0001426121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001425461,0.0004845298,0.6565734,0.001081376,0.0008058744,0.001674262,0.003496163,0.2928032,0.007957355,0.002873728,0.004056132,0.02676861],"study_design_scores_gemma":[0.000200833,0.0008936604,0.7439977,0.0002709781,0.0005175608,0.0002267886,0.005760482,0.2379814,0.003601256,0.001127623,0.005254907,0.000166865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933427,0.0005548034,0.001587613,0.0005896515,0.00001211928,0.0001101864,0.0009321934,0.00002323636,0.00284769],"genre_scores_gemma":[0.9976658,0.0003643653,0.0007252228,0.00008515795,0.000002165768,0.00002136904,0.0003449496,0.000004426875,0.0007865735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03826508,"threshold_uncertainty_score":0.2776339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07320975536675087,"score_gpt":0.3039897123368909,"score_spread":0.23077995697014,"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."}}