{"id":"W2082403900","doi":"10.3201/eid2006.131069","title":"Oral Fluid Testing for Pertussis, England and Wales, June 2007–August 2009","year":2014,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"Public Health England","keywords":"Medicine; Epidemiology; Pediatrics; Whooping cough; Vaccination; Internal medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001514113,0.0002048982,0.0002709007,0.0001171156,0.0005628452,0.00005553677,0.00006566918,0.0001203215,0.0004306701],"category_scores_gemma":[0.0006909349,0.0001784204,0.00008107997,0.0001306849,0.00007769483,0.0001326767,0.0000515975,0.0001016514,0.00005382978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869991,"about_ca_system_score_gemma":0.00002862756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003141627,"about_ca_topic_score_gemma":0.00009636111,"domain_scores_codex":[0.999002,0.0001082141,0.0002266959,0.0003028071,0.00001381154,0.0003464732],"domain_scores_gemma":[0.9992197,0.0003475064,0.00008613326,0.0001789232,0.0001139769,0.00005372311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002375929,0.0006280245,0.6064103,0.0002184008,0.0004349418,0.000001323247,0.0002354071,0.00006771675,0.1845711,0.001337266,0.1043759,0.101482],"study_design_scores_gemma":[0.003684108,0.0005492082,0.1307149,0.00006633504,0.0002693462,0.0001135261,0.00003706901,0.0001425415,0.001439622,0.0005614861,0.8619588,0.0004630538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923469,0.002789315,0.0006231709,0.0001535057,0.002597834,0.0002625315,0.000101358,0.0003488325,0.0007765457],"genre_scores_gemma":[0.9978802,0.00008045539,0.00006987328,0.0001234685,0.0004541131,0.00007611817,0.0001407803,0.00002931846,0.001145733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7575829,"threshold_uncertainty_score":0.7275774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176279978810228,"score_gpt":0.24410327041243,"score_spread":0.2323404706243278,"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."}}