{"id":"W3092570365","doi":"10.1017/s0950268820002381","title":"The use of multiple hypothesis-generating methods in an outbreak investigation of <i>Escherichia coli</i> O121 infections associated with wheat flour, Canada 2016–2017","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Laboratory of Public Health; Canadian Food Inspection Agency; Ministère de la Santé et des Services Sociaux (Québec); Public Health Agency of Canada; Saskatchewan Ministry of Agriculture; Government of Saskatchewan; Ministry of Health; Alberta Health; Public Health Ontario; BC Centre for Disease Control","funders":"British Columbia Centre for Disease Control; Ministry of Health, Saskatchewan; Public Health Agency; Ontario Ministry of Health and Long-Term Care; Ministère de la Santé; Canadian Food Inspection Agency; Ministère de la Santé et des Services sociaux; Public Health Agency of Canada; Health Canada; Washington State University; Alberta Health Services","keywords":"Outbreak; Sample (material); Food preparation; Medicine; Environmental health; Biotechnology; Food science; Biology; Food safety; Chemistry; Virology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2722233,0.0009545266,0.001163742,0.003337211,0.003076872,0.003074997,0.002806138,0.00129963,0.001368155],"category_scores_gemma":[0.4336038,0.0007712807,0.00163812,0.002747477,0.003792951,0.001216876,0.002628268,0.002187483,0.0001048509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137369,"about_ca_system_score_gemma":0.01045471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04487102,"about_ca_topic_score_gemma":0.06887902,"domain_scores_codex":[0.6496064,0.3254005,0.006627503,0.006791351,0.009763842,0.001810431],"domain_scores_gemma":[0.2581519,0.7019017,0.01572675,0.01019555,0.013227,0.0007969862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007023159,0.002430279,0.259931,0.006853984,0.003498375,0.003009426,0.1647798,0.06257528,0.004711961,0.03129125,0.003922301,0.4499733],"study_design_scores_gemma":[0.003287914,0.01661188,0.2880219,0.003483533,0.00269825,0.001295623,0.07264386,0.5033693,0.01745366,0.075757,0.01462164,0.000755369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003654,0.0007877118,0.2682368,0.001446021,0.0001953224,0.02430796,0.0006462791,0.0002510856,0.00376341],"genre_scores_gemma":[0.7491207,0.0001144616,0.2403221,0.0002668893,0.00003122072,0.009674466,0.0001459575,0.00002867134,0.0002955168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.955129,"threshold_uncertainty_score":0.8974782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1426418430206611,"score_gpt":0.2957717207313103,"score_spread":0.1531298777106492,"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."}}