{"id":"W209182851","doi":"10.1155/2015/808405","title":"Canadian Public Health Laboratory Network National Syphilis Laboratory Testing Recommendations: Introduction","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Public Health Agency of Canada; Provincial Laboratory of Public Health; Dr. Georges-L.-Dumont University Hospital Centre; McMaster University; Institut National de Santé Publique du Québec; Saskatchewan Disease Control Laboratory; University of Manitoba; Health Canada; University of British Columbia","funders":"University of Alberta; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Syphilis; Public health; National laboratory; Medicine; Medical laboratory; Family medicine; Medical physics; Data science; Computer science; Engineering; Pathology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009808355,0.0001442472,0.0003692704,0.0004222458,0.000375571,0.00004051882,0.00007120989,0.0001506905,0.0007240038],"category_scores_gemma":[0.004404718,0.0001235217,0.00006546418,0.0003942951,0.0001950172,0.00009034272,0.000009107309,0.0002984642,0.00001264268],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201492,"about_ca_system_score_gemma":0.01639347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03073102,"about_ca_topic_score_gemma":0.3165174,"domain_scores_codex":[0.9984925,0.000263942,0.0004504641,0.0001985171,0.0001087387,0.0004858811],"domain_scores_gemma":[0.9952056,0.0002491467,0.0002278052,0.0001050721,0.0008779293,0.003334454],"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":[0.00001045833,0.0001609799,0.6809248,0.00006089712,0.0003012824,0.00009287754,0.0001012174,0.0000122119,0.00003812165,0.003595528,0.2702482,0.04445343],"study_design_scores_gemma":[0.001617533,0.00100002,0.1212693,0.0002316304,0.00009008161,0.001521892,0.00007896042,0.00002945299,0.000004160844,0.0005031739,0.8734859,0.0001679248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090798,0.01700758,0.0001339062,0.3680634,0.00391854,0.0004833243,0.0007064776,0.00004807708,0.0005588544],"genre_scores_gemma":[0.9792607,0.0003911958,0.0001510099,0.01718358,0.002837874,0.00001061516,0.0001385967,0.00001679893,0.000009651366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6032377,"threshold_uncertainty_score":0.9891827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390063875108692,"score_gpt":0.256673187016395,"score_spread":0.2427725482653081,"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."}}