{"id":"W4408046857","doi":"10.1016/j.ijid.2024.107404","title":"The hidden burden of enteric infections in British Columbia, Canada, 2005-2014","year":2025,"lang":"en","type":"article","venue":"International Journal of Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enteric fever; Enteric virus; Medicine; Geography; Virology; Typhoid fever","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":[0.0001946236,0.0003439813,0.0001995959,0.001018686,0.001357913,0.0009030633,0.0005298988,0.0002614522,0.004154079],"category_scores_gemma":[0.0004893881,0.0002011478,0.0001821485,0.002048135,0.0003212552,0.0001822972,0.0004231371,0.000669125,0.0004018321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01898706,"about_ca_system_score_gemma":0.03074937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943122,"about_ca_topic_score_gemma":0.9977419,"domain_scores_codex":[0.9997093,0.00001216742,0.00001502727,0.00003772404,0.0001266403,0.00009908184],"domain_scores_gemma":[0.9995281,0.00001279986,0.00005226142,0.000007780363,0.0002848933,0.0001141255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005992985,0.0001443824,0.7715372,0.0009712427,0.0001780956,0.001565189,0.001248916,0.0005747715,0.007274061,0.001060145,0.07422838,0.1406184],"study_design_scores_gemma":[0.00001322428,0.00005638382,0.9695612,0.0002825026,0.00005296972,0.0003983876,0.003115055,0.0003542724,0.0008311004,0.00005625094,0.02525982,0.00001884092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8093889,0.02040474,0.0009090413,0.005041486,0.0003618585,0.0002964463,0.1270551,0.0001676521,0.03637487],"genre_scores_gemma":[0.942607,0.01163282,0.001094089,0.0007365381,0.00004538093,0.00006111221,0.01432716,0.00002520242,0.02947057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01898706,"threshold_uncertainty_score":0.1377614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005549824859738589,"score_gpt":0.2697057857380772,"score_spread":0.2641559608783386,"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."}}