{"id":"W2329079579","doi":"10.5864/d2011-003","title":"Informing source attribution of enteric disease: An analysis of public health inspectors’ opinions on the “most likely source of infection”","year":2012,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"","keywords":"VTEC; Campylobacteriosis; Public health; Medicine; Disease; Environmental health; Attribution; Campylobacter; Internal medicine; Biology; Escherichia coli; Psychology; Nursing","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":[0.01573043,0.0003373012,0.0003087366,0.004242872,0.001567521,0.00229913,0.00101991,0.0005683827,0.00110001],"category_scores_gemma":[0.04931422,0.0003149336,0.0005545192,0.004654191,0.001264107,0.001036921,0.002179776,0.0007746657,0.0001313586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009576027,"about_ca_system_score_gemma":0.01672223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7033923,"about_ca_topic_score_gemma":0.7357454,"domain_scores_codex":[0.9911519,0.002419436,0.0008988099,0.0005698339,0.003956142,0.00100383],"domain_scores_gemma":[0.9420451,0.01631367,0.01853695,0.001464932,0.01954298,0.002096355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441754,0.00002669042,0.9609557,0.0001952492,0.00007993633,0.00008121094,0.02293981,0.0001029435,0.0003916326,0.0001425209,0.001215059,0.01372504],"study_design_scores_gemma":[0.000007730581,0.00004283868,0.9587842,0.0001732389,0.00004655295,0.00003968343,0.03698711,0.0005879613,0.0001747872,0.0000845848,0.003039421,0.00003193252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881436,0.0006770848,0.0008819401,0.001372587,0.0000368521,0.0002318045,0.002207509,0.00001286019,0.006435726],"genre_scores_gemma":[0.9970562,0.0004554365,0.0007527039,0.0001792412,0.0000194745,0.00004178341,0.001062774,0.000004962667,0.0004274198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7033923,"threshold_uncertainty_score":0.596709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08807093964560192,"score_gpt":0.3183021591616728,"score_spread":0.2302312195160709,"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."}}