{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01624325,0.00104679,0.001143353,0.003680194,0.0037512,0.005140238,0.005989334,0.01297145,0.009720835],"category_scores_gemma":[0.05645815,0.00137279,0.002066551,0.002392506,0.002526316,0.002274627,0.002453309,0.01379054,0.004107553],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01893079,"about_ca_system_score_gemma":0.09392404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6945803,"about_ca_topic_score_gemma":0.8727925,"domain_scores_codex":[0.9817058,0.003008243,0.002179714,0.000682726,0.01006827,0.002355152],"domain_scores_gemma":[0.9189608,0.008221491,0.003733217,0.001119753,0.06187645,0.00608824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003426476,0.0001029904,0.002572075,0.000378443,0.00002295153,0.0001953747,0.0002927444,0.0003175069,0.0003766,0.004024112,0.9631839,0.028499],"study_design_scores_gemma":[0.00008910843,0.00005711049,0.01795909,0.002794525,0.00006900307,0.0002283847,0.0006071627,0.0003939256,0.0006008476,0.002354217,0.9747156,0.0001310653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004237744,0.01210363,0.00732109,0.833116,0.02682533,0.001782095,0.008793954,0.0009269184,0.1048933],"genre_scores_gemma":[0.04272552,0.02777817,0.1055467,0.6991603,0.01177687,0.001655488,0.01089984,0.000415031,0.1000421],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9810692,"threshold_uncertainty_score":0.6144367,"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."}}