{"id":"W2522362081","doi":"10.1111/risa.12653","title":"A Comparative Exposure Assessment of <i>Campylobacter</i> in Ontario, Canada","year":2016,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Public Health Agency of Canada","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Campylobacter; Environmental health; Transmission (telecommunications); Recreation; Exposure assessment; Raw milk; Risk assessment; Livestock; Population; Geography; Veterinary medicine; Biology; Medicine; Food science; Ecology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002979874,0.0001176019,0.0005454077,0.00002830019,0.00004073972,0.000005578172,0.0001875175,0.00006021448,0.001473099],"category_scores_gemma":[0.00002347953,0.00003573071,0.0001709315,0.0006259069,0.00003990745,0.00004516506,0.00003742447,0.00009298096,0.000002956821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139407,"about_ca_system_score_gemma":0.00008907877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871588,"about_ca_topic_score_gemma":0.9997407,"domain_scores_codex":[0.9987063,0.0002710663,0.0003696978,0.000265035,0.0001616098,0.0002262304],"domain_scores_gemma":[0.9990338,0.0005219688,0.0002294314,0.0000853604,0.00005613435,0.00007327712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001048789,0.00003950743,0.9891033,4.574829e-7,0.000220033,0.000002732624,0.0000444266,0.00005802299,0.008134945,0.00003211463,0.0003325051,0.002021489],"study_design_scores_gemma":[0.0001199124,0.0000599138,0.9957036,0.000006062523,0.0001676243,4.220623e-7,0.0001319844,0.00004584832,0.0002744885,0.00009155562,0.003296182,0.0001024564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998395,0.00004855139,0.00003037293,0.000378198,0.00003696063,0.00006208541,0.00008237112,0.000007104748,0.0009593151],"genre_scores_gemma":[0.9994584,0.00004664292,0.00008156657,0.00007785501,0.00002101678,0.000008347843,0.00003377837,2.997693e-7,0.0002720743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258193,"threshold_uncertainty_score":0.9994397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875448434712245,"score_gpt":0.2422549949773231,"score_spread":0.2235005106302006,"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."}}