{"id":"W4402989816","doi":"10.1017/s0950268824001067","title":"Everything but the kitchen sink: The use of multiple hypothesis generation methods to investigate an outbreak of <i>Salmonella</i> Enteritidis associated with frozen profiteroles and eclairs","year":2024,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; Ministère de la Santé et des Services Sociaux (Québec); Canadian Food Inspection Agency; Manitoba Health; Alberta Health; Ministry of Health; Public Health Ontario; BC Centre for Disease Control; Public Health Agency of Canada","funders":"British Columbia Centre for Disease Control; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Alberta Health Services; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Ministry of Health, Saskatchewan; Alberta Precision Laboratories","keywords":"Outbreak; Salmonella enteritidis; Salmonella; Environmental health; Medicine; Epidemiology; Geography; Biology; Virology; Pathology","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":[0.1102855,0.0008181366,0.0008288409,0.003315497,0.001340388,0.001679122,0.001942095,0.000985311,0.001428284],"category_scores_gemma":[0.1641611,0.0005012006,0.001573599,0.00142647,0.001830028,0.001409416,0.002315696,0.001203266,0.0000963986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271206,"about_ca_system_score_gemma":0.002106324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615679,"about_ca_topic_score_gemma":0.003174757,"domain_scores_codex":[0.8885055,0.1014528,0.002760909,0.003774005,0.002653403,0.0008534708],"domain_scores_gemma":[0.7072764,0.270334,0.01243538,0.00500135,0.004398276,0.0005546493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004184273,0.003119315,0.6067505,0.003197853,0.005057374,0.003505539,0.08565024,0.01861785,0.005419584,0.01417558,0.001792043,0.24853],"study_design_scores_gemma":[0.002465717,0.02161418,0.3644105,0.001769384,0.003817744,0.002084419,0.08104083,0.4412256,0.01367974,0.06108715,0.006362658,0.0004420408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921296,0.000320782,0.09837581,0.0005473747,0.00007314938,0.007258729,0.0002224736,0.00006859058,0.001003495],"genre_scores_gemma":[0.8967528,0.00006646195,0.09830207,0.0001744742,0.00001877832,0.004436702,0.0001058193,0.000009835718,0.0001329779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102855,"threshold_uncertainty_score":0.5832522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1509530528234234,"score_gpt":0.3051316021468127,"score_spread":0.1541785493233893,"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."}}