{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003985532,0.0001935786,0.0003936587,0.00008307659,0.00009759046,0.00003254082,0.0001505449,0.00004886027,0.00006395143],"category_scores_gemma":[0.0001581007,0.000171586,0.00005212558,0.00006302928,0.00008069875,0.0001011624,0.00002406159,0.00006328809,0.000002762379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009254932,"about_ca_system_score_gemma":0.0003646135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4098199,"about_ca_topic_score_gemma":0.7799484,"domain_scores_codex":[0.9988313,0.0000350255,0.0002759763,0.0003610239,0.0002377766,0.0002588595],"domain_scores_gemma":[0.9987489,0.0001765113,0.00008461401,0.0006008144,0.0000698278,0.0003193478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009505466,0.0007514647,0.9744313,0.0002641666,0.0003388493,0.002905552,0.0002638518,0.00002241723,0.004391383,0.0001351056,0.004443336,0.01110199],"study_design_scores_gemma":[0.001801863,0.0001057137,0.991426,0.0006339905,0.0002827718,0.000005049078,0.0002357012,0.000008814153,0.003744959,0.0001481453,0.001433232,0.0001737808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823142,0.01339612,0.0000188027,0.002511783,0.00007398219,0.0004518521,0.0009136106,0.00001694202,0.0003026854],"genre_scores_gemma":[0.9985496,0.0002731259,0.0001594225,0.0007398486,0.00005179655,0.00005940916,0.00006208431,0.00002480181,0.00007988499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3701285,"threshold_uncertainty_score":0.6997074,"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."}}