{"id":"W7134458364","doi":"","title":"Comparison of clinical and epidemiological features of Shiga toxin-producing Escherichia coli O157 and non-O157 infections in British Columbia, 2009 to 2011","year":2013,"lang":"en","type":"article","venue":"PubMed Central","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epidemiology; Escherichia coli; Serotype; STX2; Epidemiological surveillance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009923425,0.0001134402,0.0005468415,0.00002841361,0.00006268652,0.00004413887,0.000129201,0.0001922256,0.00002263201],"category_scores_gemma":[0.002831049,0.0001390715,0.0000716857,0.000123361,0.0003627239,0.000009889194,0.0002965019,0.0002655466,8.567525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001402601,"about_ca_system_score_gemma":0.00007559328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01169621,"about_ca_topic_score_gemma":0.03691075,"domain_scores_codex":[0.9979233,0.0002330825,0.0005699589,0.0004415115,0.0001239376,0.0007082249],"domain_scores_gemma":[0.9990742,0.0001366379,0.000131756,0.0002056996,0.0001041592,0.0003476141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003054361,0.0002560037,0.9628174,0.00004615196,0.00005555718,0.000001068961,0.00007321273,0.00001689066,0.01586207,0.000003548901,0.01227751,0.008559994],"study_design_scores_gemma":[0.0005540847,0.0003543051,0.9961262,0.00002281921,0.00001233987,0.000003567326,0.0001384909,0.00005200194,0.001764872,0.00004045428,0.0007985081,0.0001323101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968242,0.001617954,0.00004725734,0.0003357269,0.0001467914,0.0007829307,0.00002425199,0.000006274586,0.0002146302],"genre_scores_gemma":[0.9969938,0.0008959421,0.001356388,0.0001621262,0.0001669647,0.0001860732,0.00001116833,0.00001062358,0.0002169129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0333088,"threshold_uncertainty_score":0.994885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247523198935667,"score_gpt":0.3303180916056442,"score_spread":0.2978428596162875,"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."}}