{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001086185,0.0002266484,0.0001793991,0.0008399948,0.0004379617,0.0005522122,0.000288928,0.0004025056,0.002341852],"category_scores_gemma":[0.002833628,0.0004038242,0.000152446,0.0005706501,0.0002212507,0.0003165742,0.000598117,0.000422983,0.0008761937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769258,"about_ca_system_score_gemma":0.002173848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1236507,"about_ca_topic_score_gemma":0.2498424,"domain_scores_codex":[0.9991639,0.0001582853,0.0001906342,0.00009558521,0.0002526668,0.0001391066],"domain_scores_gemma":[0.9981968,0.0001872854,0.0004479631,0.00006278902,0.0007984602,0.0003067267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146487,0.0002595822,0.7457457,0.001324541,0.00007787171,0.004474745,0.001931865,0.0004113993,0.009966287,0.0003885872,0.1230549,0.111218],"study_design_scores_gemma":[0.00004406458,0.0002533669,0.9582041,0.0002149668,0.0000115748,0.0009848796,0.0002974295,0.0001156927,0.0005342611,0.00002193814,0.03930864,0.000009183246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867898,0.01915991,0.002103546,0.00769424,0.001129857,0.001511504,0.03482278,0.0001892372,0.06549095],"genre_scores_gemma":[0.9188433,0.009212314,0.005507433,0.004955654,0.000374122,0.0006452301,0.01585267,0.00004778684,0.0445614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236507,"threshold_uncertainty_score":0.245862,"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."}}