{"id":"W2765218712","doi":"10.1097/olq.0000000000000734","title":"Molecular Typing and Macrolide Resistance of Syphilis Cases in Manitoba, Canada, From 2012 to 2016","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Typing; Polymerase chain reaction; Syphilis; Azithromycin; Medicine; Population; Virology; Serology; Treponema; Molecular epidemiology; Drug resistance; Biology; Microbiology; Gene; Antibody; Genetics; Immunology; Genotype; Antibiotics","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":[0.0004064908,0.0006161181,0.0002235809,0.003819081,0.002219415,0.0008852392,0.001392836,0.0004521103,0.0009452092],"category_scores_gemma":[0.001639831,0.000552777,0.0002655149,0.004288631,0.0008862794,0.0002961807,0.0006172877,0.0005339534,0.0001975181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01958124,"about_ca_system_score_gemma":0.02635458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983401,"about_ca_topic_score_gemma":0.9892827,"domain_scores_codex":[0.9992052,0.0000351928,0.00005130954,0.00008615756,0.0003855466,0.0002365602],"domain_scores_gemma":[0.9984171,0.00004849135,0.000234721,0.00002912406,0.0009373541,0.0003331769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007482398,0.00002957268,0.9918318,0.00005026784,0.00003172483,0.000850397,0.0007363174,0.0001013407,0.00128229,0.00003319401,0.0009504532,0.00402774],"study_design_scores_gemma":[0.000007574264,0.00004158197,0.9949318,0.00005272439,0.00003473638,0.000834038,0.00172431,0.0002636076,0.0003692161,0.00001443932,0.001715662,0.00001037321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925714,0.001596885,0.0001155442,0.0003448907,0.00003173664,0.00008930777,0.002687777,0.00002092669,0.002541644],"genre_scores_gemma":[0.9955076,0.0015906,0.0003144447,0.0001865459,0.00001863292,0.00001716136,0.001356316,0.000006227293,0.001002471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958124,"threshold_uncertainty_score":0.1420726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735339883439616,"score_gpt":0.2606172659489481,"score_spread":0.243263867114552,"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."}}