{"id":"W2136888940","doi":"10.1186/1744-8603-6-20","title":"Laboratory based surveillance of travel-related Shigella sonnei and Shigella flexneri in Alberta from 2002 to 2007","year":2010,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Escherichia coli research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Calgary; Provincial Laboratory of Public Health","funders":"","keywords":"Shigella sonnei; Shigella; Nalidixic acid; Shigella flexneri; Antibiotic resistance; Microbiology; Biology; Antibiotics; Salmonella; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0006721446,0.0005401359,0.0003091428,0.002582895,0.001210979,0.001188489,0.001347338,0.0003160157,0.0008282342],"category_scores_gemma":[0.0009787341,0.0002707054,0.0002999293,0.00248262,0.0005815002,0.0002600711,0.0005917126,0.0003797866,0.0001774353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01771704,"about_ca_system_score_gemma":0.01695564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755813,"about_ca_topic_score_gemma":0.9844823,"domain_scores_codex":[0.9991441,0.00004561136,0.00003041065,0.00006592008,0.0005197109,0.0001943287],"domain_scores_gemma":[0.9983057,0.00005092061,0.0001696815,0.00001754993,0.00112934,0.0003267881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002088332,0.00009909907,0.9834036,0.00009046966,0.00007288282,0.000678583,0.0007661106,0.0006402348,0.002167739,0.0001119876,0.001892108,0.009868335],"study_design_scores_gemma":[0.000009138119,0.00007505475,0.9958581,0.00003165697,0.00002853099,0.0003194916,0.001196914,0.0005274095,0.0004919552,0.00001403606,0.00143728,0.00001043373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891059,0.001335478,0.0002581973,0.0001932195,0.00002472208,0.00008480706,0.00400993,0.00007429355,0.004913448],"genre_scores_gemma":[0.9925994,0.001267347,0.0006647448,0.0001663828,0.00001424563,0.00002166264,0.0034999,0.000006945784,0.001759575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441871,"threshold_uncertainty_score":0.1285468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009558047131476623,"score_gpt":0.294409238413266,"score_spread":0.2848511912817894,"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."}}