{"id":"W4318484589","doi":"10.1136/bmjgast-2022-001009","title":"Can foodborne illness estimates from different countries be legitimately compared?: case study of rates in the UK compared with Australia, Canada and USA","year":2023,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Environmental health; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01535868,0.0004211367,0.0008277537,0.002714327,0.001394651,0.002375136,0.001173195,0.001199606,0.001782226],"category_scores_gemma":[0.08588611,0.0004033977,0.001068218,0.005394662,0.001487614,0.001600541,0.001879539,0.001169421,0.0001515992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141658,"about_ca_system_score_gemma":0.009286798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8447219,"about_ca_topic_score_gemma":0.7978481,"domain_scores_codex":[0.982685,0.009531219,0.001038791,0.0008848927,0.004002695,0.001857248],"domain_scores_gemma":[0.9595804,0.01868915,0.006748433,0.001647981,0.0122714,0.001062655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005319547,0.0001359514,0.9169192,0.0008852234,0.0005669707,0.004010084,0.01401182,0.007709269,0.0003569397,0.005185637,0.004896799,0.04479013],"study_design_scores_gemma":[0.00005499409,0.0002626956,0.9267329,0.001325454,0.000370732,0.00299402,0.04460114,0.0106993,0.0006548119,0.001205589,0.01093307,0.0001653557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725127,0.003270486,0.003776528,0.004469317,0.000102534,0.000263404,0.001693095,0.00003179783,0.01388013],"genre_scores_gemma":[0.9968891,0.0006091463,0.001415759,0.0002483646,0.000009899647,0.00005533367,0.0003106444,0.00001768037,0.0004442761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552781,"threshold_uncertainty_score":0.3123851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0848165992955871,"score_gpt":0.3174111783318749,"score_spread":0.2325945790362878,"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."}}